Close Open Privacy Scan

bolt Snapshot: commit 9978343
science engine v1.22
schedule 2026-07-22T21:13:23.386255+00:00

verified_user No application data leak found

No high-confidence exfiltration was found in application code.

smart_toy MCP server detected: @modelcontextprotocol/ext-apps, @modelcontextprotocol/sdk, langchain, langchain_anthropic +2 more — detected in dependencies, not a safety judgment.

App Privacy Score

57 /100
Medium privacy risk

Medium risk · 474 finding(s)

Dependency score: 57 (Medium risk)

bar_chart Score Breakdown

telemetry −25
egress −15
env_fs −3

list Scan Summary

0 high 212 medium 262 low
First-party packages: 1
Dependency packages: 16
Ecosystem: python

swap_horiz External domains

::ffff:192.168.0.1add-skill.vercel.shaiinfra.pkgs.visualstudio.comanimations.devapi.anthropic.comapi.openai.comapi.weather.comapi.weather.govapi.workos.comapp.posthog.comapps-sdk-starter.mcp-use.runapps.extensions.modelcontextprotocol.ioassets.anthropic.comauth.exampleauth.openai.comauthlib.orgbrotlipy.readthedocs.iobugs.python.orgcdn.jsdelivr.netcdn.openai.comcdn.simpleicons.orgcdn.skypack.devcdn.weather.comcdnjs.cloudflare.comchatgpt.comcloud.langfuse.comcloud.manufact.comcodeload.github.comconformance-test.localdatatracker.ietf.orgdeveloper.mozilla.orgdevelopers.openai.comdiscord.ggdiscuss.python.orgdocs.langchain.comdocs.mcp-use.comdocs.microsoft.comdocs.pydantic.devdocs.python.orgdocs.rse2b.develi.thegreenplace.neten.wikipedia.orgerrors.pydantic.devesm.sheu.i.posthog.comeu.posthog.comexam_ple.comexample-resource.azure.openai.comfavicon.tools.mcp-use.comfonts.googleapis.comfonts.gstatic.comfoo.comgenerativelanguage.googleapis.comgithub.comgoogle.comgravatar.comhttpbin.orghuggingface.cohypothesis.readthedocs.ioimg.shields.ioimportant-clam-66.deno.devinspector-cdn.mcp-use.cominspector.manufact.cominspector.mcp-use.comipython.readthedocs.iojson-schema.orglearn.microsoft.comlmstudio.ailocal.mcp-use.runlogin.microsoftonline.commanufact.commcp-use.commcp.linear.appmcp.manufact.commcp.supabase.commcp.vercel.commcpuse.gateway.scarf.shmodelcontextprotocol.iomypy.readthedocs.iomüller.denats.ionodejs.orgnpmjs.comoauth.netollama.comopenai.comopenai.github.ioopenid.netopenrouter.aiother.compackaging.python.orgpeps.python.orgpersistent.oaistatic.compicsum.photosplatform.claude.complatform.openai.composthog.compydantic-docs.helpmanual.iopygments.orgpypi.orgpython-devtools.helpmanual.ioraw.githubusercontent.comreact-resizable-panels-au2wmqbbr-brian-vaughns-projects.vercel.appreact-resizable-panels-ca7gk2gh5-brian-vaughns-projects.vercel.appreact-resizable-panels.vercel.appreact-virtualized-auto-sizer.vercel.appreact.devredis.azure.comreference.langchain.comregistry.npmjs.orgrich.readthedocs.ioscarf.shschema.orgsentry.iosoft-amber.local.mcp-use.runsonner.emilkowal.skistackoverflow.comstorage.googleapis.comtanstack.comtools.ietf.orgtwitter.comunpkg.comupload.wikimedia.orgus.i.posthog.comus.posthog.comwebsockets.readthedocs.iowerkzeug.palletsprojects.comwww.example.珠宝www.googleapis.comwww.iso.orgwww.microsoft.comwww.oreilly.comwww.python.orgwww.rfc-editor.orgwww.textualize.iowww.w3.orgwww.xudongz.comxn--fiqs8s.icom.museumyarnpkg.comyour-app.comyour-company.comyour-endpoint.openai.azure.com

</> First-Party Code

first-party (python): libraries/python

python first-party
medium telemetry production #47d3e27c30027f82 Structural telemetry/analytics emit (event capture or batched event insert). Confirm user consent and what payload is sent to the destination.
repo/libraries/python/mcp_use/server/templates/cli.py:196
        telemetry.capture(
            CreateMCPUseEvent(
                project_name=project_name,
                template=args.template,
                install_deps=not args.no_install,
                deps_installed=installed,
                installer=installer_name,
            )
        )

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry production #1e05b3addf91091a Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
repo/libraries/python/mcp_use/telemetry/telemetry.py:12
from posthog import Posthog

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry production #15958a6f7f7fbf50 Structural telemetry/analytics emit (event capture or batched event insert). Confirm user consent and what payload is sent to the destination.
repo/libraries/python/mcp_use/telemetry/telemetry.py:86
                    telemetry.capture(
                        event=GenericTelemetryEvent(
                            EVENT_NAME=event_name,
                            **{
                                **(additional_properties or {}),
                                "success": success,
                                "execution_time_ms": execution_time_ms,
                                "error_type": error_type,
                            },
                        )
                    )

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry production #345a93570687fc61 Structural telemetry/analytics emit (event capture or batched event insert). Confirm user consent and what payload is sent to the destination.
repo/libraries/python/mcp_use/telemetry/utils.py:303
    telemetry.capture(
        event=AdapterUsageEvent(
            operation=operation,
            framework=adapter.framework,
        )
    )

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

expand_more 52 low-confidence finding(s)
low env_fs test-only Excluded from app score #5235119e7382eba3 Environment-variable access.
repo/libraries/python/examples/client/oauth_preregistered.py:28
client_id = os.getenv("GITHUB_CLIENT_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #0935761bf42ed5e5 Environment-variable access.
repo/libraries/python/examples/client/oauth_preregistered.py:29
client_secret = os.getenv("GITHUB_CLIENT_SECRET")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low pii_flow test-only Excluded from app score #06ec76c99dbf0aae PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
repo/libraries/python/examples/client/oauth_preregistered.py:60 · flow /tmp/closeopen-ii2eukg5/repo/libraries/python/examples/client/oauth_preregistered.py:29 → /tmp/closeopen-ii2eukg5/repo/libraries/python/examples/client/oauth_preregistered.py:60
        print(f"\nAvailable tools ({len(tools)}):")

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low pii_flow test-only Excluded from app score #0ab1d0d43437050b PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
repo/libraries/python/examples/client/oauth_preregistered.py:64 · flow /tmp/closeopen-ii2eukg5/repo/libraries/python/examples/client/oauth_preregistered.py:29 → /tmp/closeopen-ii2eukg5/repo/libraries/python/examples/client/oauth_preregistered.py:64
            print(f"  ... and {len(tools) - 5} more")

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low env_fs test-only Excluded from app score #25cb71b13e282768 Filesystem access.
repo/libraries/python/examples/multimodal_input_example.py:18
    image_bytes = base64.b64encode(Path("static/logo-gh.jpg").read_bytes()).decode("utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #0da3adf340042ebf Environment-variable access.
repo/libraries/python/examples/sandbox_everything.py:35
    if not os.getenv("E2B_API_KEY"):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs test-only Excluded from app score #204d68c7f823dd28 Environment-variable access.
repo/libraries/python/examples/sandbox_everything.py:40
        "api_key": os.getenv("E2B_API_KEY"),  # E2B API key to create the sandbox

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low pii_flow test-only Excluded from app score #2bbc7e6737641f25 PII-bearing data is written to a log/print sink. Logged PII is a privacy concern even when it does not leave the process. Non-production path — not application runtime.
repo/libraries/python/examples/sandbox_everything.py:59 · flow /tmp/closeopen-ii2eukg5/repo/libraries/python/examples/sandbox_everything.py:40 → /tmp/closeopen-ii2eukg5/repo/libraries/python/examples/sandbox_everything.py:59
        print(f"\nResult: {result}")

PII-bearing data is written to a log/print sink — it stays in-process and does not leave the application, but logged PII is still a privacy concern.

Fix: Avoid logging user identifiers; redact or omit PII from log/print statements.

low env_fs production #7dc19d9cf07bfd5c Environment-variable access.
repo/libraries/python/mcp_use/agents/observability/laminar.py:13
_laminar_disabled = os.getenv("MCP_USE_LAMINAR", "").lower() == "false"

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #1e42aa0d5c41886b Environment-variable access.
repo/libraries/python/mcp_use/agents/observability/laminar.py:21
elif not os.getenv("LAMINAR_PROJECT_API_KEY"):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #4e9cc37dde89f619 Environment-variable access.
repo/libraries/python/mcp_use/agents/observability/laminar.py:34
        Laminar.initialize(project_api_key=os.getenv("LAMINAR_PROJECT_API_KEY"), instruments=instruments)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #85351af459c6f7ae Environment-variable access.
repo/libraries/python/mcp_use/agents/observability/langfuse.py:7
_langfuse_disabled = os.getenv("MCP_USE_LANGFUSE", "").lower() == "false"

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #59aaa5a5468244e3 Environment-variable access.
repo/libraries/python/mcp_use/agents/observability/langfuse.py:14
elif not os.getenv("LANGFUSE_PUBLIC_KEY") or not os.getenv("LANGFUSE_SECRET_KEY"):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #243a212716d9a167 Environment-variable access.
repo/libraries/python/mcp_use/agents/observability/langfuse.py:50
            public_key=os.getenv("LANGFUSE_PUBLIC_KEY"),

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #4f422127aa591dcd Environment-variable access.
repo/libraries/python/mcp_use/agents/observability/langfuse.py:51
            secret_key=os.getenv("LANGFUSE_SECRET_KEY"),

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #b5cc4debe5d3e703 Environment-variable access.
repo/libraries/python/mcp_use/agents/observability/langfuse.py:52
            host=os.getenv("LANGFUSE_HOST", "https://cloud.langfuse.com"),

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #7c9ca36ec88a961b Environment-variable access.
repo/libraries/python/mcp_use/agents/remote.py:69
            api_key = os.getenv("MCP_USE_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress production #7b2f6acb9a9ca4c6 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libraries/python/mcp_use/agents/remote.py:173
            chat_response = await self._client.post(chat_url, json=chat_payload, headers=headers)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs production #8c714e9c2a6fe21d Filesystem access.
repo/libraries/python/mcp_use/client/auth/oauth.py:153
        token_path.write_text(token_data.model_dump_json())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #331c4960d75d5d16 Filesystem access.
repo/libraries/python/mcp_use/client/auth/oauth.py:165
            data = json.loads(token_path.read_text())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress production #2188e076b7a0014e Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libraries/python/mcp_use/client/auth/oauth.py:481
            init_resp = await client.get(self.server_url, headers={"Accept": "application/json"})

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress production #9316b957f596ad1d Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libraries/python/mcp_use/client/auth/oauth.py:503
                    prm_response = await client.get(candidate)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress production #31a8222c0d6dce22 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libraries/python/mcp_use/client/auth/oauth.py:518
                prm_response = await client.get(prm_url)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress production #101d4072a05a6d88 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libraries/python/mcp_use/client/auth/oauth.py:562
                    response = await client.get(well_known_url)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress production #edadccede06c1855 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libraries/python/mcp_use/client/auth/oauth.py:577
                    response = await client.get(oidc_url)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress production #23b1026d4881f2bd Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libraries/python/mcp_use/client/auth/oauth.py:593
                resp = await client.get(well_known_url)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress production #66b332a2d3ba1e1d Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libraries/python/mcp_use/client/auth/oauth.py:604
                resp = await client.get(oidc_url)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress production #2a3ee6459dbd09a3 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libraries/python/mcp_use/client/auth/oauth.py:676
                response = await client.post(
                    str(self._metadata.registration_endpoint),
                    json=registration_data,
                    headers={"Content-Type": "application/json"},
                )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs production #ea06ebf256b0b906 Filesystem access.
repo/libraries/python/mcp_use/client/auth/oauth.py:724
        reg_path.write_text(registration.model_dump_json())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #2e508ba314c9ed4b Filesystem access.
repo/libraries/python/mcp_use/client/auth/oauth.py:741
                data = json.loads(reg_path.read_text())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #9f864d9263edafc7 Filesystem access.
repo/libraries/python/mcp_use/client/client.py:277
        with open(filepath, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #14b691b227e69f6e Filesystem access.
repo/libraries/python/mcp_use/client/config.py:34
    with open(filepath) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #50a069c69058a446 Environment-variable access.
repo/libraries/python/mcp_use/client/connectors/sandbox.py:121
        self.api_key = _e2b_options.get("api_key") or os.environ.get("E2B_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress production #ecd5c210c251ef96 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libraries/python/mcp_use/client/connectors/sandbox.py:178
                        response = await client.get(ping_url)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress production #04a76f01f6992fb3 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libraries/python/mcp_use/client/connectors/sandbox.py:185
                        response = await client.get(base_url)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs production #dfaa8f9b45280c97 Environment-variable access.
repo/libraries/python/mcp_use/logging.py:149
debug_env = os.environ.get("MCP_USE_DEBUG", "").lower() or os.environ.get("DEBUG", "").lower()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #139c4a3a7e29110d Environment-variable access.
repo/libraries/python/mcp_use/server/server.py:194
        debug_env = os.environ.get("DEBUG", "0")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #68593cfd7cf00440 Filesystem access.
repo/libraries/python/mcp_use/server/templates/cli.py:76
        content = src_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #6a5b95071b0fe4e2 Filesystem access.
repo/libraries/python/mcp_use/server/templates/cli.py:78
        dest_path.write_text(rendered, encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #a4f178561ddc6e64 Environment-variable access.
repo/libraries/python/mcp_use/server/utils/inspector.py:12
INSPECTOR_CDN_BASE_URL = os.environ.get(

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #7b1fd7599ed43755 Environment-variable access.
repo/libraries/python/mcp_use/server/utils/inspector.py:12
INSPECTOR_CDN_BASE_URL = os.environ.get(
    "INSPECTOR_CDN_BASE_URL",
    "https://unpkg.com/@mcp-use/inspector@latest/dist/web",
).rstrip("/")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress production #93ded81137c6702b Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libraries/python/mcp_use/server/utils/inspector.py:42
            response = await client.get(INDEX_URL, follow_redirects=True)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress production #5709d9efd03e27d3 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
repo/libraries/python/mcp_use/server/utils/inspector.py:77
            response = await client.get(cdn_url, follow_redirects=True)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs production #f3a89a656fb864a4 Filesystem access.
repo/libraries/python/mcp_use/server/utils/routes.py:14
    with open(template_path) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #4cae3356f62fab0b Environment-variable access.
repo/libraries/python/mcp_use/telemetry/telemetry.py:106
    env_var: str | None = os.getenv("XDG_CACHE_HOME")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #14812d9954b90e67 Environment-variable access.
repo/libraries/python/mcp_use/telemetry/telemetry.py:112
        appdata = os.getenv("LOCALAPPDATA") or os.getenv("APPDATA")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #b9097a328ca974db Environment-variable access.
repo/libraries/python/mcp_use/telemetry/telemetry.py:139
        telemetry_disabled = os.getenv("MCP_USE_ANONYMIZED_TELEMETRY", "true").lower() == "false"

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #5b255d6d971ebeb6 Filesystem access.
repo/libraries/python/mcp_use/telemetry/telemetry.py:195
                with open(self.USER_ID_PATH, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #405bd3bc0ad3bac3 Filesystem access.
repo/libraries/python/mcp_use/telemetry/telemetry.py:202
                with open(self.USER_ID_PATH) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #35c350ecb8d53b41 Filesystem access.
repo/libraries/python/mcp_use/telemetry/telemetry.py:304
                    with open(self.VERSION_DOWNLOAD_PATH, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #1f901655c4f1101a Filesystem access.
repo/libraries/python/mcp_use/telemetry/telemetry.py:308
                    with open(self.VERSION_DOWNLOAD_PATH) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs production #77433b84c94e2f22 Filesystem access.
repo/libraries/python/mcp_use/telemetry/telemetry.py:317
                        with open(self.VERSION_DOWNLOAD_PATH, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

</> Dependencies

posthog

python dependency
medium telemetry dependency Excluded from app score #31e2f06f11fdab55 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:6
from posthog.args import (
    ID_TYPES as ID_TYPES,
    ExceptionArg,
    OptionalCaptureArgs,
    OptionalSetArgs,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #a25c7ec8f3267217 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:12
from posthog.capture_compression import CaptureCompression as CaptureCompression

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #671e13830ea395ba Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:13
from posthog.capture_mode import CaptureMode as CaptureMode

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #855bdb825b0e9f02 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:14
from posthog.client import Client

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #f372e6db9cc30436 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:15
from posthog.exception_capture import ExceptionCapture

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #4d8db1cda8c3b4e2 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:16
from posthog.contexts import (
    identify_context as inner_identify_context,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #8ce9f8dcf59a2409 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:19
from posthog.contexts import (
    new_context as inner_new_context,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #77c9434483dd07b7 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:22
from posthog.contexts import (
    scoped as inner_scoped,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #b6efccaf5d436148 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:25
from posthog.contexts import (
    set_capture_exception_code_variables_context as inner_set_capture_exception_code_variables_context,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #f3dcfaf89cdec85c Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:28
from posthog.contexts import (
    set_code_variables_ignore_patterns_context as inner_set_code_variables_ignore_patterns_context,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #011a285362ca847a Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:31
from posthog.contexts import (
    set_code_variables_mask_patterns_context as inner_set_code_variables_mask_patterns_context,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #962c4ca186f57d4b Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:34
from posthog.contexts import (
    set_code_variables_mask_url_credentials_context as inner_set_code_variables_mask_url_credentials_context,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #a801dfaa3ed8a6b3 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:37
from posthog.contexts import (
    set_code_variables_detect_secrets_context as inner_set_code_variables_detect_secrets_context,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #7a3259f99aa60a68 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:40
from posthog.contexts import (
    set_context_device_id as inner_set_context_device_id,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #ca1e4361463cbb06 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:43
from posthog.contexts import (
    set_context_session as inner_set_context_session,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #1f488c23a109585e Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:46
from posthog.contexts import (
    tag as inner_tag,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #898672a9bcdaa4c2 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:49
from posthog.contexts import (
    get_tags as inner_get_tags,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #278a3e3336584e59 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:52
from posthog.exception_utils import (
    DEFAULT_CODE_VARIABLES_DETECT_SECRETS,
    DEFAULT_CODE_VARIABLES_IGNORE_PATTERNS,
    DEFAULT_CODE_VARIABLES_MASK_PATTERNS,
    DEFAULT_CODE_VARIABLES_MASK_URL_CREDENTIALS,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #6eb24a329ad33230 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:58
from posthog.feature_flag_evaluations import (
    FeatureFlagEvaluations as FeatureFlagEvaluations,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #18af456aebfa252c Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:61
from posthog.feature_flags import (
    InconclusiveMatchError as InconclusiveMatchError,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #6e27694e87a7b573 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:64
from posthog.feature_flags import (
    RequiresServerEvaluation as RequiresServerEvaluation,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #617a86b4343d7cb0 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:67
from posthog.flag_definition_cache import (
    FlagDefinitionCacheData as FlagDefinitionCacheData,
    FlagDefinitionCacheProvider as FlagDefinitionCacheProvider,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #73b21a2394e82ffb Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:71
from posthog.request import (
    disable_connection_reuse as disable_connection_reuse,
    enable_keep_alive as enable_keep_alive,
    set_socket_options as set_socket_options,
    SocketOptions as SocketOptions,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #d39855ac05b87132 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:77
from posthog.types import (
    BeforeSendCallback as BeforeSendCallback,
    FeatureFlag as FeatureFlag,
    FlagValue as FlagValue,
    FlagsAndPayloads as FlagsAndPayloads,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #1249659a3c06b420 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:83
from posthog.types import (
    FeatureFlagResult as FeatureFlagResult,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #353ee6705aa35c1f Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/__init__.py:86
from posthog.version import VERSION

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #41f5a0e3871398f1 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/__init__.py:1
from posthog.ai.prompts import PromptResult, PromptSource, Prompts

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #c6ecd87b3a13d3ba Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic.py:13
from posthog.ai.types import StreamingContentBlock, TokenUsage, ToolInProgress

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #fc4f1b6b29fbf829 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic.py:14
from posthog.ai.utils import (
    call_llm_and_track_usage,
    merge_usage_stats,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #f4a2a2b8d8c7c8fe Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic.py:18
from posthog.ai.anthropic.anthropic_converter import (
    extract_anthropic_usage_from_event,
    handle_anthropic_content_block_start,
    handle_anthropic_text_delta,
    handle_anthropic_tool_delta,
    finalize_anthropic_tool_input,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #7a157845ae502505 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic.py:25
from posthog.ai.sanitization import sanitize_anthropic

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #035e3fd83e38ca27 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic.py:26
from posthog.client import Client as PostHogClient

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #a871c2122faa65cd Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic.py:27
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #d6aafa4ea9980937 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic.py:244
        from posthog.ai.types import StreamingEventData

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #fd8e59ab352e5dcd Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic.py:245
        from posthog.ai.anthropic.anthropic_converter import (
            format_anthropic_streaming_input,
            format_anthropic_streaming_output_complete,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #fb03682dc62a8c04 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic.py:249
        from posthog.ai.utils import capture_streaming_event

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #58cb7814585f66c0 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_async.py:13
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #915b51032017285c Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_async.py:14
from posthog.ai.stream import AsyncStreamWrapper

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #cd0e68ae12f6287c Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_async.py:15
from posthog.ai.types import StreamingContentBlock, TokenUsage, ToolInProgress

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #bf169855fd44557f Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_async.py:16
from posthog.ai.utils import (
    call_llm_and_track_usage_async,
    merge_usage_stats,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #5bb438cf89574e8f Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_async.py:20
from posthog.ai.anthropic.anthropic_converter import (
    extract_anthropic_usage_from_event,
    handle_anthropic_content_block_start,
    handle_anthropic_text_delta,
    handle_anthropic_tool_delta,
    finalize_anthropic_tool_input,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #b6c7a58e9f9b18d9 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_async.py:27
from posthog.ai.sanitization import sanitize_anthropic

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #e7b2cb60d8092f12 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_async.py:28
from posthog.client import Client as PostHogClient

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #ce7bd2b0511862ed Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_async.py:245
        from posthog.ai.types import StreamingEventData

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #e2dae7b1aa10264d Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_async.py:246
        from posthog.ai.anthropic.anthropic_converter import (
            format_anthropic_streaming_input,
            format_anthropic_streaming_output_complete,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #08502ffa18d56aa5 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_async.py:250
        from posthog.ai.utils import capture_streaming_event

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #162b5ddb9bdca14d Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_converter.py:11
from posthog.ai.types import (
    FormattedContentItem,
    FormattedFunctionCall,
    FormattedMessage,
    FormattedTextContent,
    StreamingContentBlock,
    TokenUsage,
    ToolInProgress,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #1b04ab4eee9bfaf6 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_converter.py:20
from posthog.ai.utils import serialize_raw_usage

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #cf8ccdac32210e70 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_converter.py:435
    from posthog.ai.utils import merge_system_prompt

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #1ce3139ae31b474c Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_providers.py:10
from posthog.ai.anthropic.anthropic import WrappedMessages

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #eb402076229d52d3 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_providers.py:11
from posthog.ai.anthropic.anthropic_async import AsyncWrappedMessages

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #1ab50b2006c09976 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_providers.py:12
from posthog.client import Client as PostHogClient

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #cdbdb77697096b42 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/anthropic/anthropic_providers.py:13
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #a276272e5b8ed49d Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/claude_agent_sdk/__init__.py:9
    from posthog.client import Client

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #a6ad3ece10290d82 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/claude_agent_sdk/__init__.py:18
from posthog.ai.claude_agent_sdk.client import PostHogClaudeSDKClient

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #cf0a5927803517de Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/claude_agent_sdk/__init__.py:19
from posthog.ai.claude_agent_sdk.processor import PostHogClaudeAgentProcessor

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #27aa2b790bc0d2a2 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/claude_agent_sdk/client.py:26
from posthog.ai.claude_agent_sdk.processor import (
    PostHogClaudeAgentProcessor,
    _GenerationTracker,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #d82311344081b16f Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/claude_agent_sdk/client.py:30
from posthog.client import Client

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #4564eb631f31852c Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/claude_agent_sdk/processor.py:27
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #0592ec186aeb0c8b Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/claude_agent_sdk/processor.py:28
from posthog.client import Client

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #c17ac99adc819364 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini.py:6
from posthog.ai.types import TokenUsage, StreamingEventData

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #12c9926d69f1a986 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini.py:7
from posthog.ai.utils import merge_system_prompt

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #6eee5c8d9e2371c1 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini.py:16
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #c693e9faabbdb95f Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini.py:17
from posthog.ai.utils import (
    call_llm_and_track_usage,
    capture_streaming_event,
    merge_usage_stats,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #c4e5c823044607dd Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini.py:22
from posthog.ai.gemini.gemini_converter import (
    extract_gemini_embedding_token_count,
    extract_gemini_usage_from_chunk,
    extract_gemini_content_from_chunk,
    extract_gemini_stop_reason_from_chunk,
    format_gemini_streaming_output,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #de5ec771799e0afa Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini.py:29
from posthog.ai.utils import with_privacy_mode

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #e78b30b108240caf Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini.py:30
from posthog.ai.sanitization import sanitize_gemini

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #b223436c754fd49b Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini.py:31
from posthog.client import Client as PostHogClient

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #d6dfa89a85ddeec7 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini_async.py:6
from posthog.ai.stream import AsyncStreamWrapper

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #1613b09ab88aaf92 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini_async.py:7
from posthog.ai.types import TokenUsage, StreamingEventData

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #cd10d7594ce360cf Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini_async.py:8
from posthog.ai.utils import merge_system_prompt

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #330733224fa9e749 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini_async.py:17
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #84d74120e4bfab1f Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini_async.py:18
from posthog.ai.utils import (
    call_llm_and_track_usage_async,
    capture_streaming_event,
    merge_usage_stats,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #655ef73025e32e36 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini_async.py:23
from posthog.ai.gemini.gemini_converter import (
    extract_gemini_embedding_token_count,
    extract_gemini_usage_from_chunk,
    extract_gemini_content_from_chunk,
    extract_gemini_stop_reason_from_chunk,
    format_gemini_streaming_output,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #575ee1d45d27feff Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini_async.py:30
from posthog.ai.utils import with_privacy_mode

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #d893c39f098556d9 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini_async.py:31
from posthog.ai.sanitization import sanitize_gemini

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #f33221c4c13da3ec Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini_async.py:32
from posthog.client import Client as PostHogClient

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #fe2e5a6a62509ea8 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini_converter.py:10
from posthog.ai.types import (
    FormattedContentItem,
    FormattedMessage,
    TokenUsage,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #e7cd6295ba82e673 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini_converter.py:15
from posthog.ai.utils import serialize_raw_usage

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #b99d283f6953c743 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/gemini/gemini_converter.py:370
            from posthog.ai.types import FormattedMessage

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #f7055d5be3317c37 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/langchain/callbacks.py:44
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #5937977db7d69e8d Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/langchain/callbacks.py:45
from posthog.ai.gateway import warn_if_posthog_ai_gateway

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #694d5bbe33b35e63 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/langchain/callbacks.py:46
from posthog.ai.sanitization import sanitize_langchain

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #4fbd60560831fc91 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/langchain/callbacks.py:47
from posthog.ai.utils import get_model_params, with_privacy_mode

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #7d752fbadaefdb4d Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/langchain/callbacks.py:48
from posthog.client import Client

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #3f57f5115fc96cb6 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:5
from posthog.ai.types import TokenUsage

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #942722e2b6aef457 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:14
from posthog.ai.utils import (
    call_llm_and_track_usage,
    extract_available_tool_calls,
    merge_usage_stats,
    with_privacy_mode,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #c96b39ba4de6e5e0 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:20
from posthog.ai.openai.openai_converter import (
    extract_openai_usage_from_chunk,
    extract_openai_content_from_chunk,
    extract_openai_tool_calls_from_chunk,
    accumulate_openai_tool_calls,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #741c3d91a0098bd6 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:26
from posthog.ai.sanitization import sanitize_openai, sanitize_openai_response

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #1fb370e8da298a37 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:27
from posthog.client import Client as PostHogClient

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #72454e3ba3aea399 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:28
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #627d4c9191d4a649 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:29
from posthog.ai.openai.wrapper_utils import _OpenAIWrapperResource

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #4b972aea6b1ebcf1 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:238
        from posthog.ai.types import StreamingEventData

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #b32bdbbd5da075f3 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:239
        from posthog.ai.openai.openai_converter import (
            format_openai_streaming_input,
            format_openai_streaming_output,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #eaef54132e96f816 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:243
        from posthog.ai.utils import capture_streaming_event

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #6ec901412db9c131 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:507
        from posthog.ai.types import StreamingEventData

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #810163c88f14be49 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:508
        from posthog.ai.openai.openai_converter import (
            format_openai_streaming_input,
            format_openai_streaming_output,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #4e61491890a25f53 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai.py:512
        from posthog.ai.utils import capture_streaming_event

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #67d29f365bb26a23 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_async.py:5
from posthog.ai.stream import AsyncStreamWrapper

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #c5ae513c96f424ce Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_async.py:6
from posthog.ai.types import TokenUsage

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #9b3340376565d20f Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_async.py:15
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #be00220d09cfc84c Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_async.py:16
from posthog.ai.utils import (
    call_llm_and_track_usage_async,
    extract_available_tool_calls,
    get_model_params,
    merge_usage_stats,
    with_privacy_mode,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #7f683f562a340bc1 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_async.py:23
from posthog.ai.openai.openai_converter import (
    extract_openai_usage_from_chunk,
    extract_openai_content_from_chunk,
    extract_openai_tool_calls_from_chunk,
    accumulate_openai_tool_calls,
    format_openai_streaming_output,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #3b0979a47e0f0871 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_async.py:30
from posthog.ai.sanitization import sanitize_openai, sanitize_openai_response

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #7a375652fb5b160e Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_async.py:31
from posthog.client import Client as PostHogClient

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #d5d715ef193e4a96 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_async.py:32
from posthog.ai.openai.wrapper_utils import _OpenAIWrapperResource

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #3a12a339bd18323f Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_converter.py:11
from posthog.ai.types import (
    FormattedContentItem,
    FormattedFunctionCall,
    FormattedImageContent,
    FormattedMessage,
    FormattedTextContent,
    TokenUsage,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #106c8454fbad00e4 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_converter.py:19
from posthog.ai.utils import serialize_raw_usage

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #6a8848c73e44d0c5 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_converter.py:769
    from posthog.ai.utils import merge_system_prompt

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #8302d5c858ff7ace Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_providers.py:8
from posthog.ai.openai.openai import (
    WrappedBeta,
    WrappedChat,
    WrappedEmbeddings,
    WrappedResponses,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #3a1c267efa4b80fc Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_providers.py:14
from posthog.ai.openai.openai_async import WrappedBeta as AsyncWrappedBeta

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #15a5fb2006123f72 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_providers.py:15
from posthog.ai.openai.openai_async import WrappedChat as AsyncWrappedChat

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #bb1ef0fdf7720f47 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_providers.py:16
from posthog.ai.openai.openai_async import WrappedEmbeddings as AsyncWrappedEmbeddings

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #fd8fdb43295a79ba Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_providers.py:17
from posthog.ai.openai.openai_async import WrappedResponses as AsyncWrappedResponses

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #7a25261d12e99dae Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_providers.py:20
from posthog.client import Client as PostHogClient

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #66b9d743fccfbbc5 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai/openai_providers.py:21
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #365abe3d4c0e3e85 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai_agents/__init__.py:8
    from posthog.client import Client

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #12f780304624ed17 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai_agents/__init__.py:17
from posthog.ai.openai_agents.processor import PostHogTracingProcessor

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #58e706e52a22be15 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai_agents/processor.py:23
from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #4ad6e52f93e3d904 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/openai_agents/processor.py:24
from posthog.client import Client

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #0573c57c9743454e Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/otel/__init__.py:29
from posthog.ai.otel.exporter import PostHogTraceExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #10a18fe9ffc3694a Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/otel/__init__.py:30
from posthog.ai.otel.processor import PostHogSpanProcessor

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #a5d9f686ca6f6ff1 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/otel/__init__.py:31
from posthog.ai.otel.spans import is_ai_span

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #dcd42610e67d0023 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/otel/exporter.py:10
from opentelemetry.sdk.trace import ReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #bd165a2ea3a10aee Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/otel/exporter.py:11
from opentelemetry.sdk.trace.export import SpanExporter, SpanExportResult

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #169c9c18e52fc582 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/otel/exporter.py:12
from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #3a405b53b138a54a Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/otel/processor.py:10
from opentelemetry.context import Context

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #1ba5f1fc797e1d91 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/otel/processor.py:11
from opentelemetry.sdk.trace import ReadableSpan, Span, SpanProcessor

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #e2f2b20afdf6340a Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/otel/processor.py:12
from opentelemetry.sdk.trace.export import BatchSpanProcessor

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #e03265334d4da246 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/otel/processor.py:13
from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #cd805050cf46cdf1 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/otel/spans.py:6
    from opentelemetry.sdk.trace import ReadableSpan

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #03681fae5f9fbe31 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/prompts.py:15
from posthog.request import USER_AGENT, _get_session

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #56302ef34247feb8 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/prompts.py:16
from posthog.utils import remove_trailing_slash

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #c235c31481a5f512 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:5
from posthog import get_tags, identify_context, new_context, tag, contexts

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #4656c6f77f86d66d Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:6
from posthog.ai.gateway import warn_if_posthog_ai_gateway

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #8b4c587c706112ed Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:7
from posthog.ai.sanitization import (
    sanitize_anthropic,
    sanitize_gemini,
    sanitize_langchain,
    sanitize_openai,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #4beac8436490ca1e Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:13
from posthog.ai.types import FormattedMessage, StreamingEventData, TokenUsage

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #53b4732060513b93 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:14
from posthog.client import Client as PostHogClient

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #027f471262c1cd98 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:197
        from posthog.ai.anthropic.anthropic_converter import (
            extract_anthropic_usage_from_response,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #873b0bc5d034b883 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:203
        from posthog.ai.openai.openai_converter import (
            extract_openai_usage_from_response,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #ad434d9cc50845b3 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:209
        from posthog.ai.gemini.gemini_converter import (
            extract_gemini_usage_from_response,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #a3a582aafb528645 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:223
        from posthog.ai.anthropic.anthropic_converter import format_anthropic_response

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #d91b759de9292020 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:227
        from posthog.ai.openai.openai_converter import format_openai_response

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #ced0a6bbdfc73e90 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:231
        from posthog.ai.gemini.gemini_converter import format_gemini_response

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #2199a4c569213340 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:240
        from posthog.ai.openai.openai_converter import extract_openai_stop_reason

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #4ed3161d75a82e55 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:244
        from posthog.ai.anthropic.anthropic_converter import (
            extract_anthropic_stop_reason,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #30265ad79595e85e Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:250
        from posthog.ai.gemini.gemini_converter import extract_gemini_stop_reason

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #a757cc4b69424972 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:261
        from posthog.ai.anthropic.anthropic_converter import extract_anthropic_tools

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #46502a9f3f0f326d Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:265
        from posthog.ai.gemini.gemini_converter import extract_gemini_tools

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #f0fd3b45582da7ed Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:269
        from posthog.ai.openai.openai_converter import extract_openai_tools

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #0d659739caa09be8 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:282
        from posthog.ai.anthropic.anthropic_converter import format_anthropic_input

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #d748443f1dcb0020 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:288
        from posthog.ai.gemini.gemini_converter import format_gemini_input_with_system

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #dbe29e4bfb38b2fd Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/ai/utils.py:294
        from posthog.ai.openai.openai_converter import format_openai_input

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #4dc01cfee7a27983 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/args.py:18
from posthog.types import SendFeatureFlagsOptions

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #4799e41f1303f738 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/args.py:21
    from posthog.feature_flag_evaluations import FeatureFlagEvaluations

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #2da3ca52ec9ce783 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/capture_v1.py:48
from posthog.capture_compression import CaptureCompression, _zstandard

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #159f6b3ea52d625e Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/capture_v1.py:49
from posthog.request import (
    DatetimeSerializer,
    USER_AGENT,
    APIError,
    _get_session,
    normalize_host,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #f59d3700e0f46ed8 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/capture_v1.py:56
from posthog.utils import guess_timezone as _guess_timezone, remove_trailing_slash

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #aabab6733afc1a60 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:17
from posthog._async_utils import _BackgroundEventLoopRunner

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #2cf8791f744af9c8 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:18
from posthog.args import ID_TYPES, ExceptionArg, OptionalCaptureArgs, OptionalSetArgs

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #72caa9e0f22261be Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:19
from posthog.metrics_capture import PostHogMetrics

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #8ab5913c08eedb1a Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:20
from posthog.capture_compression import (
    CaptureCompression,
    _resolve_capture_compression,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #e2254b2bf4343bcd Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:24
from posthog.capture_mode import CaptureMode, _resolve_capture_mode

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #a8036ae599904b56 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:25
from posthog.capture_v1 import _send_v1_batch

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #9591a023574f7b3a Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:26
from posthog.consumer import Consumer

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #10867b5aad1297b9 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:27
from posthog.contexts import (
    _get_current_context,
    get_capture_exception_code_variables_context,
    get_code_variables_detect_secrets_context,
    get_code_variables_ignore_patterns_context,
    get_code_variables_mask_patterns_context,
    get_code_variables_mask_url_credentials_context,
    get_context_device_id,
    get_context_distinct_id,
    get_context_session_id,
    get_tags as _context_get_tags,
    identify_context as _context_identify_context,
    _scoped as _context_scoped,
    new_context,
    set_context_device_id as _context_set_context_device_id,
    set_context_session as _context_set_context_session,
    tag as _context_tag,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #9cef8e129d504ed5 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:45
from posthog.exception_capture import ExceptionCapture

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #303c53efa1452300 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:46
from posthog._logging import _configure_posthog_logging

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #43b5f7ffb7b85b88 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:47
from posthog.exception_utils import (
    DEFAULT_CODE_VARIABLES_DETECT_SECRETS,
    DEFAULT_CODE_VARIABLES_IGNORE_PATTERNS,
    DEFAULT_CODE_VARIABLES_MASK_PATTERNS,
    DEFAULT_CODE_VARIABLES_MASK_URL_CREDENTIALS,
    exc_info_from_error,
    exception_is_already_captured,
    exceptions_from_error_tuple,
    _get_current_otel_span_properties,
    handle_in_app,
    mark_exception_as_captured,
    try_attach_code_variables_to_frames,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #28201262c665cb41 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:60
from posthog.feature_flag_evaluations import (
    FeatureFlagEvaluations,
    _EvaluatedFlagRecord,
    _FeatureFlagEvaluationsHost,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #270205dae34cdb7e Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:65
from posthog.feature_flags import (
    InconclusiveMatchError,
    RequiresServerEvaluation,
    match_feature_flag_properties,
    resolve_bucketing_value,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #25a0da5b7158811c Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:71
from posthog.flag_definition_cache import (
    FlagDefinitionCacheData,
    FlagDefinitionCacheProvider,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #983c4bf1bdafc260 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:75
from posthog.poller import Poller

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #1e996b049a5f1a40 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:76
from posthog.request import (
    AI_EVENTS_ENDPOINT,
    EVENTS_ENDPOINT,
    APIError,
    QuotaLimitError,
    RequestsConnectionError,
    RequestsTimeout,
    batch_post,
    determine_server_host,
    flags,
    get,
    is_ai_event,
    normalize_host,
    remote_config,
    reset_sessions,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #75013c067071a70f Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:92
from posthog.types import (
    FeatureFlag,
    FeatureFlagError,
    FeatureFlagResult,
    FlagMetadata,
    FlagsAndPayloads,
    FlagsResponse,
    FlagValue,
    SendFeatureFlagsOptions,
    normalize_flags_response,
    to_flags_and_payloads,
    to_payloads,
    to_values,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #f76633af39a6d41b Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:106
from posthog.utils import (
    FlagCache,
    RedisFlagCache,
    SizeLimitedDict,
    clean,
    guess_timezone,
    system_context,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #92ebe0ca9d7dea97 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/client.py:114
from posthog.version import VERSION

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #0c989ebad6000ad0 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/consumer.py:7
from posthog._logging import _configure_posthog_logging

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #14f2692d50eecc12 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/consumer.py:8
from posthog.capture_compression import CaptureCompression

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #503d10b32ece6db4 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/consumer.py:9
from posthog.capture_mode import CaptureMode

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #cd62cc36933a6795 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/consumer.py:10
from posthog.capture_v1 import _send_v1_batch

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #b57304c051a9726c Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/consumer.py:11
from posthog.request import (
    AI_EVENTS_ENDPOINT,
    EVENTS_ENDPOINT,
    APIError,
    DatetimeSerializer,
    batch_post,
    is_ai_event,

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #9b51a4ec0ba25343 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/contexts.py:7
    from posthog.client import Client

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #b881ee26ea86a92e Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/exception_capture.py:12
from posthog.bucketed_rate_limiter import BucketedRateLimiter

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #1d58036a2d0e5f37 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/exception_capture.py:13
from posthog.exception_utils import walk_exception_chain

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #d96e2b50b30f1a9e Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/exception_capture.py:16
    from posthog.client import Client

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #71c2a5bf3128deba Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/exception_utils.py:37
from posthog.args import ExceptionArg, ExcInfo  # noqa: F401

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #8c64fe382ef9ba5e Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/exception_utils.py:103
        from opentelemetry import trace

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #2400461c9ec0ce20 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/feature_flag_evaluations.py:11
from posthog.types import FlagValue

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #029300b3cbaea9d3 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/feature_flags.py:10
from posthog import utils

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #e32d04f55ba79e35 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/feature_flags.py:11
from posthog.types import FlagValue

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #50b5cc2fd7408d06 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/feature_flags.py:12
from posthog.utils import convert_to_datetime_aware, is_valid_regex

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #a32caad651edb0be Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/integrations/celery.py:468
            from posthog import capture

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #ae1d3aab408e5704 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/integrations/celery.py:470
            capture(event, properties=properties)

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #7682a1d7b192b80a Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/integrations/celery.py:476
            from posthog import capture_exception

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #c0c2e625efd74510 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/integrations/django.py:368
            from posthog import capture_exception

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #bac7856dba03ab97 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/mcp/__init__.py:29
from posthog.client import Client

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #a74558129968ac90 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/mcp/__init__.py:126
        from posthog import setup

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #400a5d156e7bc7ea Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/mcp/_exceptions.py:15
from posthog.exception_utils import exceptions_from_error_tuple

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #38b1d8244347a8e3 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/mcp/_sink.py:20
from posthog.client import Client

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #9993d15beecbde8b Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/mcp/posthog_mcp.py:17
from posthog.client import Client

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #744e8b5e11c74ae1 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/metrics_capture.py:36
from posthog.request import _get_session

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #823e3dfb3690072e Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/metrics_capture.py:37
from posthog.utils import remove_trailing_slash

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #42068f131c9b5963 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/metrics_capture.py:38
from posthog.version import VERSION

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #06d640249a5f8489 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/request.py:18
from posthog._logging import _configure_posthog_logging

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #2cdf134f662148de Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/request.py:19
from posthog.utils import remove_trailing_slash

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

medium telemetry dependency Excluded from app score #0c9e4881f542e7e9 Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/posthog/request.py:20
from posthog.version import VERSION

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

expand_more 8 low-confidence finding(s)
low env_fs dependency Excluded from app score #e3428d842bb75a43 Environment-variable access.
pkgs/python/[email protected]/posthog/ai/gemini/gemini.py:190
                api_key = os.environ.get("GOOGLE_API_KEY") or os.environ.get("API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #59f5d5795fb66768 Environment-variable access.
pkgs/python/[email protected]/posthog/ai/gemini/gemini_async.py:191
                api_key = os.environ.get("GOOGLE_API_KEY") or os.environ.get("API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9edafb717e8278e0 Environment-variable access.
pkgs/python/[email protected]/posthog/ai/sanitization.py:11
    return os.environ.get("_INTERNAL_LLMA_MULTIMODAL", "").lower() in (

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #56436f290dc9afbb Environment-variable access.
pkgs/python/[email protected]/posthog/capture_compression.py:105
    raw = os.environ.get(CAPTURE_COMPRESSION_ENV_VAR)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b7f0ebb68caba518 Environment-variable access.
pkgs/python/[email protected]/posthog/capture_mode.py:70
    raw = os.environ.get(CAPTURE_MODE_ENV_VAR)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #ab663003e31b06a3 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/posthog/capture_v1.py:381
    return (session or _get_session()).post(
        url, data=body, headers=headers, timeout=timeout
    )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #b1f0b544ca9a7c6b Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/posthog/metrics_capture.py:611
            response = _get_session().post(
                url,
                data=body,
                headers={
                    "Content-Type": "application/json",
                    "Content-Encoding": "gzip",
                },
                timeout=timeout,
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #c29d39f275bb7173 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/posthog/request.py:246
    res = (session or _get_session()).post(
        url, data=data, headers=headers, timeout=timeout
    )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

rich

python dependency
medium telemetry dependency Excluded from app score #e3f0d1349b5fdbcd Telemetry/analytics SDK usage detected. Confirm user consent and that no PII is sent without a lawful basis.
pkgs/python/[email protected]/rich/progress.py:173
        yield from progress.track(
            sequence,
            total=total,
            completed=completed,
            description=description,
            update_period=update_period,
        )

A telemetry/analytics SDK is used; event data is sent to a third-party collector.

Fix: Ensure user consent and a lawful basis; strip PII from event payloads.

expand_more 22 low-confidence finding(s)
low env_fs dependency Excluded from app score #d52c91b8e6757944 Environment-variable access.
pkgs/python/[email protected]/rich/_unicode_data/__init__.py:67
        unicode_version = os.environ.get("UNICODE_VERSION", "latest")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #460f8d4f7917b2ef Filesystem access.
pkgs/python/[email protected]/rich/_win32_console.py:441
        self.write_text(text)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #2e802458f2afbca4 Filesystem access.
pkgs/python/[email protected]/rich/_win32_console.py:612
    term.write_text("went back and wrapped to prev line")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #5f2e51f19aeec60a Filesystem access.
pkgs/python/[email protected]/rich/_win32_console.py:615
    term.write_text("we go up")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #eed191011dbb49b5 Filesystem access.
pkgs/python/[email protected]/rich/_win32_console.py:618
    term.write_text("and down")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #2a4ee4b0ea2e581d Filesystem access.
pkgs/python/[email protected]/rich/_win32_console.py:623
    term.write_text("we went up and back 2")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #ecca1e2fa15cae63 Filesystem access.
pkgs/python/[email protected]/rich/_win32_console.py:628
    term.write_text("we went down and back 2")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #031ee68b2f8cc124 Filesystem access.
pkgs/python/[email protected]/rich/_win32_console.py:636
    term.write_text("The red arrow shows the cursor location, and direction of erase")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #36a829f2ca9c0007 Filesystem access.
pkgs/python/[email protected]/rich/_win32_console.py:646
    term.write_text("The red arrow shows the cursor location, and direction of erase")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e0209f02f64c9a46 Filesystem access.
pkgs/python/[email protected]/rich/_windows_renderer.py:19
                term.write_text(text)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d64927cea689846b Filesystem access.
pkgs/python/[email protected]/rich/_windows_renderer.py:28
                    term.write_text("\r")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f276595aa320a8f8 Environment-variable access.
pkgs/python/[email protected]/rich/console.py:515
        or os.getenv("DATABRICKS_RUNTIME_VERSION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1fb250208fe22418 Environment-variable access.
pkgs/python/[email protected]/rich/console.py:617
    _environ: Mapping[str, str] = os.environ

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b21ebbd2b29092ba Filesystem access.
pkgs/python/[email protected]/rich/console.py:2241
        with open(path, "w", encoding="utf-8") as write_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #954b5a840c62381d Filesystem access.
pkgs/python/[email protected]/rich/console.py:2349
        with open(path, "w", encoding="utf-8") as write_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b4c022044b903cce Filesystem access.
pkgs/python/[email protected]/rich/console.py:2641
        with open(path, "w", encoding="utf-8") as write_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #80b25bc2af582201 Environment-variable access.
pkgs/python/[email protected]/rich/diagnose.py:32
    env = {name: os.getenv(name) for name in env_names}

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #25d291fcad9eebce Filesystem access.
pkgs/python/[email protected]/rich/json.py:134
            json_data = Path(args.path).read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c4accdf29fffe35e Filesystem access.
pkgs/python/[email protected]/rich/markdown.py:777
        with open(args.path, encoding="utf-8") as markdown_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b41c83046823e197 Filesystem access.
pkgs/python/[email protected]/rich/progress.py:1373
        handle = io.open(file, "rb", buffering=buffering)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a23f9ed47c0e3925 Filesystem access.
pkgs/python/[email protected]/rich/syntax.py:360
        code = Path(path).read_text(encoding=encoding)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #500e8ed9ab839cfe Filesystem access.
pkgs/python/[email protected]/rich/theme.py:73
        with open(path, encoding=encoding) as config_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

@modelcontextprotocol/ext-apps

python dependency
expand_more 5 low-confidence finding(s)
low env_fs tooling Excluded from app score unreachable #42ec7eb058f23d48 Environment-variable access.
pkgs/python/@[email protected]__reposrc/examples/qr-server/server.py:26
HOST = os.environ.get("HOST", "0.0.0.0")  # 0.0.0.0 for Docker compatibility

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #d70dda7180d64ea2 Environment-variable access.
pkgs/python/@[email protected]__reposrc/examples/qr-server/server.py:27
PORT = int(os.environ.get("PORT", "3001"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #9732ad7c58fd7493 Environment-variable access.
pkgs/python/@[email protected]__reposrc/examples/say-server/server.py:60
HOST = os.environ.get("HOST", "0.0.0.0")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #0e2679b4d52b3f2b Environment-variable access.
pkgs/python/@[email protected]__reposrc/examples/say-server/server.py:61
PORT = int(os.environ.get("PORT", "3001"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #29c4c12a04ba3ab6 Filesystem access.
pkgs/python/@[email protected]__reposrc/examples/say-server/server.py:1429
        return dist_path.read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

authlib

python dependency
expand_more 17 low-confidence finding(s)
low env_fs dependency Excluded from app score #18484a83ad40c748 Environment-variable access.
pkgs/python/[email protected]/authlib/common/security.py:15
    if os.getenv("AUTHLIB_INSECURE_TRANSPORT"):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #5de4c1ca0b863a79 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/authlib/integrations/base_client/async_app.py:79
                resp = await client.request(
                    "GET", self._server_metadata_url, withhold_token=True
                )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #923c16d150e49c7e Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/authlib/integrations/base_client/async_app.py:144
        return await session.request(method, url, **kwargs)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #caf076cf96552d18 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/authlib/integrations/base_client/async_app.py:152
    return await session.request(method, url, **kwargs)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #2ee55c576556eef8 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/authlib/integrations/base_client/async_openid.py:26
            resp = await client.request("GET", uri, withhold_token=True)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #685402c8ae7bb99f Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/authlib/integrations/base_client/framework_integration.py:33
        session_data = session.get(key)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #814756f6f106a350 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/authlib/integrations/base_client/sync_app.py:80
            return session.request(method, url, **kwargs)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #9d8838ad8e0ce04a Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/authlib/integrations/base_client/sync_app.py:89
        return session.request(method, url, **kwargs)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #5fc3d0ff943d4bdf Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/authlib/integrations/base_client/sync_app.py:329
                resp = session.request(
                    "GET", self._server_metadata_url, withhold_token=True
                )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #14296d9dfa9b5c56 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/authlib/integrations/base_client/sync_openid.py:24
            resp = session.request("GET", uri, withhold_token=True)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #5bfe360554f1bf89 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/authlib/integrations/starlette_client/integration.py:26
            if session is None or session.get(key) is None:

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #87d0fc700224449e Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/authlib/integrations/starlette_client/integration.py:30
            value = session.get(key)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #15d496d0ee63a32f Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/authlib/oauth1/client.py:149
        resp = self.session.post(url, auth=self.auth, **kwargs)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #c7b831f4898b4953 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/authlib/oauth2/client.py:430
            resp = self.session.post(
                url, data=dict(url_decode(body)), headers=headers, auth=auth, **kwargs
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #768606212ac34bb5 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/authlib/oauth2/client.py:438
            resp = self.session.request(
                method, url, headers=headers, auth=auth, **kwargs
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #516253861368cacc Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/authlib/oauth2/client.py:513
        return self.session.post(
            url, data=dict(url_decode(body)), headers=headers, auth=auth, **kwargs
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #3a912416a3930860 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/authlib/oauth2/rfc7521/client.py:99
        resp = self.session.request(
            "POST", self.token_endpoint, data=data, withhold_token=True
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

e2b-code-interpreter

python dependency
expand_more 6 low-confidence finding(s)
low egress dependency Excluded from app score #2c0b995ebcc858ad Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/e2b_code_interpreter/code_interpreter_async.py:272
            response = await self._client.post(
                f"{self._jupyter_url}/contexts",
                headers=headers,
                json=data,
                timeout=request_timeout or self.connection_config.request_timeout,
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #a82d03780c6b803f Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/e2b_code_interpreter/code_interpreter_async.py:339
            response = await self._client.get(
                f"{self._jupyter_url}/contexts",
                headers=headers,
                timeout=self.connection_config.request_timeout,
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #57e2940f73926059 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/e2b_code_interpreter/code_interpreter_async.py:376
            response = await self._client.post(
                f"{self._jupyter_url}/contexts/{context_id}/restart",
                headers=headers,
                timeout=self.connection_config.request_timeout,
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #2333c6bcd519d3d8 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/e2b_code_interpreter/code_interpreter_sync.py:265
            response = self._client.post(
                f"{self._jupyter_url}/contexts",
                json=data,
                headers=headers,
                timeout=request_timeout or self.connection_config.request_timeout,
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #3e1943c5eaddf3bc Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/e2b_code_interpreter/code_interpreter_sync.py:332
            response = self._client.get(
                f"{self._jupyter_url}/contexts",
                headers=headers,
                timeout=self.connection_config.request_timeout,
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #1453a3b573447093 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/e2b_code_interpreter/code_interpreter_sync.py:370
            response = self._client.post(
                f"{self._jupyter_url}/contexts/{context_id}/restart",
                headers=headers,
                timeout=self.connection_config.request_timeout,
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

fastembed

python dependency
expand_more 21 low-confidence finding(s)
low egress dependency Excluded from app score #e78b930029221397 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/fastembed/common/model_management.py:102
        response = requests.get(url, stream=True)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #9e240911c9bfae4f Filesystem access.
pkgs/python/[email protected]/fastembed/common/model_management.py:126
            with open(output_path, "wb") as file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9f3aefc6fd79ddd9 Filesystem access.
pkgs/python/[email protected]/fastembed/common/model_management.py:200
                (model_dir / cls.METADATA_FILE).write_text(json.dumps(meta))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c20475493d86bd96 Filesystem access.
pkgs/python/[email protected]/fastembed/common/model_management.py:220
                metadata = json.loads(metadata_file.read_text())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #5cc558ec0de9980c Filesystem access.
pkgs/python/[email protected]/fastembed/common/model_management.py:252
            metadata = json.loads(metadata_file.read_text())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4e6344fa259fe296 Environment-variable access.
pkgs/python/[email protected]/fastembed/common/model_management.py:398
        hf_offline = os.environ.get("HF_HUB_OFFLINE", "").strip().upper()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f06e7e612d47c99d Filesystem access.
pkgs/python/[email protected]/fastembed/common/preprocessor_utils.py:15
    with open(str(tokens_map_path)) as tokens_map_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9be35463ce8c6d80 Filesystem access.
pkgs/python/[email protected]/fastembed/common/preprocessor_utils.py:34
    with open(str(config_path)) as config_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #3da9cd7649e55d7f Filesystem access.
pkgs/python/[email protected]/fastembed/common/preprocessor_utils.py:37
    with open(str(tokenizer_config_path)) as tokenizer_config_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #2fff847ccbca767e Filesystem access.
pkgs/python/[email protected]/fastembed/common/preprocessor_utils.py:81
    with open(str(preprocessor_config_path)) as preprocessor_config_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #be7a83945244cb39 Environment-variable access.
pkgs/python/[email protected]/fastembed/common/utils.py:54
        cache_path = Path(os.getenv("FASTEMBED_CACHE_PATH", default_cache_dir))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4b782932430e5ce4 Filesystem access.
pkgs/python/[email protected]/fastembed/late_interaction_multimodal/colmodernvbert.py:140
        with open(processor_config_path) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d095fb64cc89e4eb Filesystem access.
pkgs/python/[email protected]/fastembed/late_interaction_multimodal/colmodernvbert.py:145
        with open(preprocessor_config_path) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #fdef5c5c717d8cc3 Filesystem access.
pkgs/python/[email protected]/fastembed/late_interaction_multimodal/colmodernvbert.py:153
        with open(config_path) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #02dbdfac8713f58c Filesystem access.
pkgs/python/[email protected]/fastembed/sparse/bm25.py:154
        with open(stopwords_path, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #57817583382e236f Filesystem access.
pkgs/python/[email protected]/fastembed/sparse/bm42.py:282
        with open(stopwords_path, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #96c941e2d0a85e80 Filesystem access.
pkgs/python/[email protected]/fastembed/sparse/minicoil.py:264
        with open(stopwords_path, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b6aa9c985d34f1ef Filesystem access.
pkgs/python/[email protected]/fastembed/sparse/utils/vocab_resolver.py:59
        with open(path, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d81c503e705aeced Filesystem access.
pkgs/python/[email protected]/fastembed/sparse/utils/vocab_resolver.py:66
        with open(path, "w") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #93f012147286ef54 Filesystem access.
pkgs/python/[email protected]/fastembed/sparse/utils/vocab_resolver.py:72
        with open(path, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9f368606120d2a40 Filesystem access.
pkgs/python/[email protected]/fastembed/sparse/utils/vocab_resolver.py:93
        with open(path, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

httpx

python dependency
expand_more 4 low-confidence finding(s)
low env_fs dependency Excluded from app score #6b9dde03a67adb99 Environment-variable access.
pkgs/python/[email protected]/httpx/_config.py:34
        if trust_env and os.environ.get("SSL_CERT_FILE"):  # pragma: nocover

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #1a8676d43e514eb1 Environment-variable access.
pkgs/python/[email protected]/httpx/_config.py:35
            ctx = ssl.create_default_context(cafile=os.environ["SSL_CERT_FILE"])

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #74469fad2ebb023a Environment-variable access.
pkgs/python/[email protected]/httpx/_config.py:36
        elif trust_env and os.environ.get("SSL_CERT_DIR"):  # pragma: nocover

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a64aedbaf7e4fc96 Environment-variable access.
pkgs/python/[email protected]/httpx/_config.py:37
            ctx = ssl.create_default_context(capath=os.environ["SSL_CERT_DIR"])

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

jsonschema-pydantic

python dependency
expand_more 1 low-confidence finding(s)
low env_fs dependency Excluded from app score #52f0f7617bc98e34 Filesystem access.
pkgs/python/[email protected]/setup.py:16
    with io.open(
        os.path.join(os.path.dirname(__file__), *paths),
        encoding=kwargs.get("encoding", "utf8"),
    ) as open_file:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

langchain

python dependency
expand_more 4 low-confidence finding(s)
low env_fs dependency Excluded from app score #9cc211c658988a97 Environment-variable access.
pkgs/python/[email protected]/langchain/agents/middleware/_execution.py:322
        host_env = os.environ.copy()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #5549a0ff748a750e Filesystem access.
pkgs/python/[email protected]/langchain/agents/middleware/file_search.py:387
                    content = file_path.read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #b12692f0e7f0c624 Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #7fb22b33a09aabbd Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:22
    content = init_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

langchain_anthropic

python dependency
expand_more 10 low-confidence finding(s)
low env_fs dependency Excluded from app score #540c426598e11ceb Environment-variable access.
pkgs/python/[email protected]/langchain_anthropic/_client_utils.py:55
        or os.environ.get("ANTHROPIC_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #7fd21ce242ba6fab Environment-variable access.
pkgs/python/[email protected]/langchain_anthropic/_client_utils.py:74
        or os.environ.get("ANTHROPIC_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a0d2ad774dec7f32 Filesystem access.
pkgs/python/[email protected]/langchain_anthropic/middleware/anthropic_tools.py:900
            content = full_path.read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #7327465fe71355fb Filesystem access.
pkgs/python/[email protected]/langchain_anthropic/middleware/anthropic_tools.py:936
        full_path.write_text(file_text + "\n")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #34b032bd0b38994c Filesystem access.
pkgs/python/[email protected]/langchain_anthropic/middleware/anthropic_tools.py:963
        content = full_path.read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #32cd00572649cc36 Filesystem access.
pkgs/python/[email protected]/langchain_anthropic/middleware/anthropic_tools.py:973
        full_path.write_text(new_content)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #fd1345c6ef8b2e19 Filesystem access.
pkgs/python/[email protected]/langchain_anthropic/middleware/anthropic_tools.py:1000
        content = full_path.read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #8dc1f259010103e2 Filesystem access.
pkgs/python/[email protected]/langchain_anthropic/middleware/anthropic_tools.py:1018
        full_path.write_text(new_content)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #d2a770d788dbc66f Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #d8483ba7fb6ab49b Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

langchain_openai

python dependency
expand_more 22 low-confidence finding(s)
low env_fs dependency Excluded from app score #9ab2f73b8b71a974 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:61
    raw = os.environ.get(name)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f260b825788dc1f4 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:92
    raw = os.environ.get(name)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #58b231288bde0844 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:179
    if os.environ.get("LANGCHAIN_OPENAI_TCP_KEEPALIVE", "1") == "0":

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #d0591ae5bccefc26 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:224
    if any(os.environ.get(name) for name in _PROXY_ENV_VARS):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #2565ea5ab6178509 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:259
    if os.environ.get("LANGCHAIN_OPENAI_TCP_KEEPALIVE", "1") == "0":

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #644395b310d17843 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:280
    active = [name for name in _PROXY_ENV_VARS if os.environ.get(name)]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #084ce9b469cc092e Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:315
    active = [name for name in _PROXY_ENV_VARS if os.environ.get(name)]

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #2d860c9c40dc3876 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:394
        or os.environ.get("OPENAI_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a2d089c6fdccd8b5 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/_client_utils.py:415
        or os.environ.get("OPENAI_BASE_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0bbd4b787925b58c Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/azure.py:619
            or os.getenv("OPENAI_ORG_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #8f456e00bc4fe7b5 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/azure.py:620
            or os.getenv("OPENAI_ORGANIZATION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e2873764f4d41e77 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/base.py:1212
            or os.getenv("OPENAI_ORG_ID")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f063265c6bdf6a35 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/base.py:1213
            or os.getenv("OPENAI_ORGANIZATION")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #61c6030fed946310 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/base.py:1215
        self.openai_api_base = self.openai_api_base or os.getenv("OPENAI_API_BASE")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b7b34d34a29ede64 Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/base.py:1234
            and "OPENAI_BASE_URL" not in os.environ

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f2540345d70b405e Environment-variable access.
pkgs/python/[email protected]/langchain_openai/chat_models/codex.py:81
    return os.environ.get(ORIGINATOR_ENV_VAR) or ORIGINATOR_VALUE

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #c5e4e60053dfc7b2 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langchain_openai/chatgpt_oauth.py:405
        resp = client.post(
            url,
            data=data,
            headers={"Accept": "application/json"},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #62c762b15d278bf4 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langchain_openai/chatgpt_oauth.py:425
        resp = client.post(
            url,
            data=data,
            headers={"Accept": "application/json"},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress dependency Excluded from app score #71d4795c129a94f4 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/langchain_openai/chatgpt_oauth.py:447
        resp = await client.post(
            url,
            data=data,
            headers={"Accept": "application/json"},
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #0dfdab6e9defae64 Filesystem access.
pkgs/python/[email protected]/langchain_openai/chatgpt_oauth.py:503
            raw_text = self.path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #e7cb5bbe91828c96 Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:15
    content = pyproject_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #f7f43308797e59fa Filesystem access.
pkgs/python/[email protected]/scripts/check_version.py:22
    content = version_path.read_text(encoding="utf-8")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

mcp

python dependency
expand_more 39 low-confidence finding(s)
low env_fs tooling Excluded from app score unreachable #41bc195a0c3a6316 Environment-variable access.
pkgs/python/[email protected]/.github/actions/conformance/client.py:72
    context_json = os.environ.get("MCP_CONFORMANCE_CONTEXT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress tooling Excluded from app score unreachable #583615b5f4b2c342 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/.github/actions/conformance/client.py:118
            response = await client.get(
                authorization_url,
                follow_redirects=False,
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs tooling Excluded from app score unreachable #3f1051786c580343 Environment-variable access.
pkgs/python/[email protected]/.github/actions/conformance/client.py:281
    context_json = os.environ.get("MCP_CONFORMANCE_CONTEXT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #3a6212cfa0d82d76 Environment-variable access.
pkgs/python/[email protected]/.github/actions/conformance/client.py:349
    scenario = os.environ.get("MCP_CONFORMANCE_SCENARIO")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #c9e1eb0528084405 Environment-variable access.
pkgs/python/[email protected]/examples/clients/conformance-auth-client/mcp_conformance_auth_client/__init__.py:50
    context_json = os.environ.get("MCP_CONFORMANCE_CONTEXT")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress tooling Excluded from app score unreachable #fae1249e71a8f460 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/examples/clients/conformance-auth-client/mcp_conformance_auth_client/__init__.py:113
            response = await client.get(
                authorization_url,
                follow_redirects=False,  # Don't follow redirects automatically
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs tooling Excluded from app score unreachable #254f87477365c10f Environment-variable access.
pkgs/python/[email protected]/examples/clients/simple-auth-client/mcp_simple_auth_client/main.py:343
    server_url = os.getenv("MCP_SERVER_PORT", 8000)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #d2aa089fa492b512 Environment-variable access.
pkgs/python/[email protected]/examples/clients/simple-auth-client/mcp_simple_auth_client/main.py:344
    transport_type = os.getenv("MCP_TRANSPORT_TYPE", "streamable-http")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #e5d7d5fa40ba3963 Environment-variable access.
pkgs/python/[email protected]/examples/clients/simple-auth-client/mcp_simple_auth_client/main.py:345
    client_metadata_url = os.getenv("MCP_CLIENT_METADATA_URL")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #de83e38ab6981a80 Environment-variable access.
pkgs/python/[email protected]/examples/clients/simple-chatbot/mcp_simple_chatbot/main.py:24
        self.api_key = os.getenv("LLM_API_KEY")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #baaa3068814e4da3 Filesystem access.
pkgs/python/[email protected]/examples/clients/simple-chatbot/mcp_simple_chatbot/main.py:45
        with open(file_path, "r") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #91783c5d3bcf8707 Environment-variable access.
pkgs/python/[email protected]/examples/clients/simple-chatbot/mcp_simple_chatbot/main.py:83
            env={**os.environ, **self.config["env"]} if self.config.get("env") else None,

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress tooling Excluded from app score unreachable #d11f53bdbf7c17b7 Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/examples/clients/simple-chatbot/mcp_simple_chatbot/main.py:251
                response = client.post(url, headers=headers, json=payload)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs tooling Excluded from app score unreachable #78abcd1963387b80 Filesystem access.
pkgs/python/[email protected]/examples/fastmcp/icons_demo.py:14
icon_data = base64.standard_b64encode(icon_path.read_bytes()).decode()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #3f2deb10106b9859 Environment-variable access.
pkgs/python/[email protected]/examples/fastmcp/memory.py:52
PROFILE_DIR = (Path.home() / ".fastmcp" / os.environ.get("USER", "anon") / "memory").resolve()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress tooling Excluded from app score unreachable #e48d75f0f0faaaf2 Hardcoded external endpoint. Review what data is sent to this destination.
pkgs/python/[email protected]/examples/fastmcp/text_me.py:49
        response = client.post(
            "https://api.surgemsg.com/messages",
            headers={
                "Authorization": f"Bearer {surge_settings.api_key}",
                "Surge-Account": surge_settings.account_id,
                "Content-Type": "application/json",
            },
            json={
                "body": text_content,
                "conversation": {
                    "contact": {
                        "first_name": surge_settings.my_first_name,
                        "last_name": surge_settings.my_last_name,
                        "phone_number": surge_settings.my_phone_number,
                    }
                },
            },
        )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress tooling Excluded from app score unreachable #89f321e372a25fd0 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/examples/servers/simple-auth/mcp_simple_auth/token_verifier.py:53
                response = await client.post(
                    self.introspection_endpoint,
                    data={"token": token},
                    headers={"Content-Type": "application/x-www-form-urlencoded"},
                )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low egress tooling Excluded from app score unreachable #925ae31c24fadeb6 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/examples/servers/simple-tool/mcp_simple_tool/server.py:16
        response = await client.get(url)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs tooling Excluded from app score unreachable #0d72238902e70a3c Environment-variable access.
pkgs/python/[email protected]/examples/snippets/clients/completion_client.py:17
    env={"UV_INDEX": os.environ.get("UV_INDEX", "")},

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #472eb3d3c702c9cd Environment-variable access.
pkgs/python/[email protected]/examples/snippets/clients/display_utilities.py:17
    env={"UV_INDEX": os.environ.get("UV_INDEX", "")},

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #50d90af843eee0c9 Environment-variable access.
pkgs/python/[email protected]/examples/snippets/clients/stdio_client.py:19
    env={"UV_INDEX": os.environ.get("UV_INDEX", "")},

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #dc098a87361eb007 Filesystem access.
pkgs/python/[email protected]/examples/snippets/servers/binary_resources.py:9
    with open("logo.png", "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #d04e6a08d77adbdf Filesystem access.
pkgs/python/[email protected]/examples/snippets/servers/embedded_resource_results.py:10
    with open(path) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #a39fa80c2b641dc5 Filesystem access.
pkgs/python/[email protected]/examples/snippets/servers/embedded_resource_results_binary.py:12
    with open(path, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #27c2815e1b9b4ccc Filesystem access.
pkgs/python/[email protected]/examples/snippets/servers/prompt_embedded_resources.py:11
    file_content = open(filename).read()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #c7d8a81b1c2513b6 Filesystem access.
pkgs/python/[email protected]/examples/snippets/servers/tool_errors.py:27
    with open(path) as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #57a444858c79f881 Filesystem access.
pkgs/python/[email protected]/scripts/update_doc_snippets.py:53
        code = file.read_text().rstrip()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #7d42fa1f17d8de99 Filesystem access.
pkgs/python/[email protected]/scripts/update_doc_snippets.py:109
    content = doc_path.read_text()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs tooling Excluded from app score unreachable #121c84e31ca39c02 Filesystem access.
pkgs/python/[email protected]/scripts/update_doc_snippets.py:134
            doc_path.write_text(updated_content)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #eef7854a6a07bd98 Environment-variable access.
pkgs/python/[email protected]/src/mcp/cli/claude.py:24
        path = Path(os.environ.get("XDG_CONFIG_HOME", Path.home() / ".config"), "Claude")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #fa8dedf53eea1500 Filesystem access.
pkgs/python/[email protected]/src/mcp/cli/claude.py:77
            config_file.write_text("{}")

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #be7aacbd87bb3a39 Filesystem access.
pkgs/python/[email protected]/src/mcp/cli/claude.py:88
        config = json.loads(config_file.read_text())

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #93d298a62b606283 Filesystem access.
pkgs/python/[email protected]/src/mcp/cli/claude.py:135
        config_file.write_text(json.dumps(config, indent=2))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #bd339dca5244401f Environment-variable access.
pkgs/python/[email protected]/src/mcp/cli/cli.py:282
            env=dict(os.environ.items()),  # Convert to list of tuples for env update

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #9feddd8bdd825fb2 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/mcp/client/sse.py:138
                                    response = await client.post(
                                        endpoint_url,
                                        json=session_message.message.model_dump(
                                            by_alias=True,
                                            mode="json",
                                            exclude_none=True,
                                        ),
                                    )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #da44d12336284ab8 Environment-variable access.
pkgs/python/[email protected]/src/mcp/client/stdio/__init__.py:59
        value = os.environ.get(key)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #0d2c0f179a827118 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/src/mcp/server/fastmcp/resources/types.py:161
            response = await client.get(self.url)

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #9952be798d4adfab Filesystem access.
pkgs/python/[email protected]/src/mcp/server/fastmcp/utilities/types.py:47
            with open(self.path, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #066e74a73dfe485e Filesystem access.
pkgs/python/[email protected]/src/mcp/server/fastmcp/utilities/types.py:94
            with open(self.path, "rb") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

pydantic

python dependency
expand_more 9 low-confidence finding(s)
low env_fs dependency Excluded from app score #ad3d694a83f8d303 Filesystem access.
pkgs/python/[email protected]/pydantic/deprecated/parse.py:71
    b = path.read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #025acd8f559bdef6 Environment-variable access.
pkgs/python/[email protected]/pydantic/json_schema.py:344
                if os.getenv('PYDANTIC_PRIVATE_ALLOW_UNHANDLED_SCHEMA_TYPES'):

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a0bb40b9a0f86269 Filesystem access.
pkgs/python/[email protected]/pydantic/mypy.py:1411
    with open(config_file, 'rb') as rf:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9841cec45632ca9e Environment-variable access.
pkgs/python/[email protected]/pydantic/plugin/_loader.py:27
    disabled_plugins = os.getenv('PYDANTIC_DISABLE_PLUGINS')

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a193adc436fe8f1f Environment-variable access.
pkgs/python/[email protected]/pydantic/v1/env_settings.py:173
            env_vars: Mapping[str, Optional[str]] = os.environ

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #344deb4020e01e98 Environment-variable access.
pkgs/python/[email protected]/pydantic/v1/env_settings.py:175
            env_vars = {k.lower(): v for k, v in os.environ.items()}

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #364501c619932912 Filesystem access.
pkgs/python/[email protected]/pydantic/v1/env_settings.py:307
                    secret_value = path.read_text().strip()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #7fa173f88e23111a Filesystem access.
pkgs/python/[email protected]/pydantic/v1/mypy.py:948
    with open(config_file, read_mode) as rf:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #bb684940fcaa7514 Filesystem access.
pkgs/python/[email protected]/pydantic/v1/parse.py:57
    b = path.read_bytes()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

python-dotenv

python dependency
expand_more 11 low-confidence finding(s)
low env_fs dependency Excluded from app score #79457fe579eea00c Filesystem access.
pkgs/python/[email protected]/src/dotenv/cli.py:76
        with open(path) as stream:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #836011808c480420 Environment-variable access.
pkgs/python/[email protected]/src/dotenv/cli.py:194
        if v is not None and (override or k not in os.environ)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #a04e70e13ed2d8ca Environment-variable access.
pkgs/python/[email protected]/src/dotenv/cli.py:225
    cmd_env = os.environ.copy()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e384adea3b35ae96 Environment-variable access.
pkgs/python/[email protected]/src/dotenv/main.py:26
    if "PYTHON_DOTENV_DISABLED" not in os.environ:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #2977ea68ab3b99e2 Environment-variable access.
pkgs/python/[email protected]/src/dotenv/main.py:28
    value = os.environ["PYTHON_DOTENV_DISABLED"].casefold()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #503078991efc5475 Filesystem access.
pkgs/python/[email protected]/src/dotenv/main.py:63
            with open(self.dotenv_path, encoding=self.encoding) as stream:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #932c8af1da8c4352 Environment-variable access.
pkgs/python/[email protected]/src/dotenv/main.py:105
            if k in os.environ and not self.override:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #7880cc74eb92afd1 Environment-variable access.
pkgs/python/[email protected]/src/dotenv/main.py:108
                os.environ[k] = v

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #dda7558585962bb5 Filesystem access.
pkgs/python/[email protected]/src/dotenv/main.py:148
        source: IO[str] = open(path, encoding=encoding)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #5f592b3b1b349205 Environment-variable access.
pkgs/python/[email protected]/src/dotenv/main.py:302
                env.update(os.environ)  # type: ignore

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #725189ceae4d5372 Environment-variable access.
pkgs/python/[email protected]/src/dotenv/main.py:306
                env.update(os.environ)  # type: ignore

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

scarf-sdk

python dependency
expand_more 7 low-confidence finding(s)
low env_fs dependency Excluded from app score #b86c334a527f83a2 Environment-variable access.
pkgs/python/[email protected]/scarf/event_logger.py:38
            else os.environ.get('SCARF_VERBOSE', '').lower() in ('1', 'true')

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #e085bf5d4599c860 Environment-variable access.
pkgs/python/[email protected]/scarf/event_logger.py:84
        dnt = os.environ.get('DO_NOT_TRACK', '').lower()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #867fb4ecf908b35a Environment-variable access.
pkgs/python/[email protected]/scarf/event_logger.py:85
        scarf_no_analytics = os.environ.get('SCARF_NO_ANALYTICS', '').lower()

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low egress dependency Excluded from app score #c38afb1d5f3e0cc1 Outbound request to a variable or assembled URL on a network client. Review what data is sent to this destination.
pkgs/python/[email protected]/scarf/event_logger.py:124
            response = self.session.post(
                self.endpoint_url,
                json=properties,
                timeout=timeout if timeout is not None else self.timeout
            )

Data is sent to a hardcoded external endpoint; review what leaves the process.

Fix: Verify the destination and that only non-sensitive data is sent; pin and audit the dependency.

low env_fs dependency Excluded from app score #47cc0bb0e2b9528a Filesystem access.
pkgs/python/[email protected]/scarf/version.py:10
        with open(pyproject_path, "r", encoding="utf-8") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #71e0e5d4b4a3b3a3 Filesystem access.
pkgs/python/[email protected]/setup.py:6
with open("pyproject.toml", "r", encoding="utf-8") as f:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #14f1d77a84ac7a97 Filesystem access.
pkgs/python/[email protected]/setup.py:14
with open("README.md", "r", encoding="utf-8") as fh:

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

websockets

python dependency
expand_more 24 low-confidence finding(s)
low env_fs dependency Excluded from app score #ed1e9f4eed625e5e Filesystem access.
pkgs/python/[email protected]/setup.py:10
exec((root_dir / "src" / "websockets" / "version.py").read_text(encoding="utf-8"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f7908d8ae04fa8fc Filesystem access.
pkgs/python/[email protected]/setup.py:16
    (root_dir / "README.rst").read_text(encoding="utf-8"),

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #7a0d9cfaa8ba48df Environment-variable access.
pkgs/python/[email protected]/setup.py:22
if os.environ.get("BUILD_EXTENSION") == "no":

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #66a5274b32bf045c Environment-variable access.
pkgs/python/[email protected]/setup.py:29
            optional=os.environ.get("BUILD_EXTENSION") != "yes",

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #c6334e2ea9d54fb0 Environment-variable access.
pkgs/python/[email protected]/src/websockets/asyncio/client.py:39
MAX_REDIRECTS = int(os.environ.get("WEBSOCKETS_MAX_REDIRECTS", "10"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #0ffb37dc7c4ab8db Environment-variable access.
pkgs/python/[email protected]/src/websockets/client.py:353
BACKOFF_INITIAL_DELAY = float(os.environ.get("WEBSOCKETS_BACKOFF_INITIAL_DELAY", "5"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #eab2611301579c5d Environment-variable access.
pkgs/python/[email protected]/src/websockets/client.py:354
BACKOFF_MIN_DELAY = float(os.environ.get("WEBSOCKETS_BACKOFF_MIN_DELAY", "3.1"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #38b0d9b37c2015b7 Environment-variable access.
pkgs/python/[email protected]/src/websockets/client.py:355
BACKOFF_MAX_DELAY = float(os.environ.get("WEBSOCKETS_BACKOFF_MAX_DELAY", "90.0"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #36adfb0e5dc19451 Environment-variable access.
pkgs/python/[email protected]/src/websockets/client.py:356
BACKOFF_FACTOR = float(os.environ.get("WEBSOCKETS_BACKOFF_FACTOR", "1.618"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f98da0bd1495c840 Environment-variable access.
pkgs/python/[email protected]/src/websockets/frames.py:148
    MAX_LOG_SIZE = int(os.environ.get("WEBSOCKETS_MAX_LOG_SIZE", "75"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #4cf9b0c220206bd1 Environment-variable access.
pkgs/python/[email protected]/src/websockets/http11.py:27
USER_AGENT = os.environ.get(

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #43fd56e208df6642 Environment-variable access.
pkgs/python/[email protected]/src/websockets/http11.py:27
USER_AGENT = os.environ.get(
    "WEBSOCKETS_USER_AGENT",
    f"Python/{PYTHON_VERSION} websockets/{websockets_version}",
)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #097a17e114deddea Environment-variable access.
pkgs/python/[email protected]/src/websockets/http11.py:33
SERVER = os.environ.get(

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9eaac8eb4f4d02d5 Environment-variable access.
pkgs/python/[email protected]/src/websockets/http11.py:33
SERVER = os.environ.get(
    "WEBSOCKETS_SERVER",
    f"Python/{PYTHON_VERSION} websockets/{websockets_version}",
)

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #49b461efc9fde6ac Environment-variable access.
pkgs/python/[email protected]/src/websockets/http11.py:39
MAX_NUM_HEADERS = int(os.environ.get("WEBSOCKETS_MAX_NUM_HEADERS", "128"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #50969e31848f31cc Environment-variable access.
pkgs/python/[email protected]/src/websockets/http11.py:43
MAX_LINE_LENGTH = int(os.environ.get("WEBSOCKETS_MAX_LINE_LENGTH", "8192"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #9b8e7a40d0d2a493 Environment-variable access.
pkgs/python/[email protected]/src/websockets/http11.py:47
MAX_BODY_SIZE = int(os.environ.get("WEBSOCKETS_MAX_BODY_SIZE", "1_048_576"))  # 1 MiB

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #f7f568f0a6758b4d Environment-variable access.
pkgs/python/[email protected]/src/websockets/legacy/client.py:417
    MAX_REDIRECTS_ALLOWED = int(os.environ.get("WEBSOCKETS_MAX_REDIRECTS", "10"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #32c96738c6927f0b Environment-variable access.
pkgs/python/[email protected]/src/websockets/legacy/client.py:602
    BACKOFF_INITIAL = float(os.environ.get("WEBSOCKETS_BACKOFF_INITIAL_DELAY", "5"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #480dfd49c42ace61 Environment-variable access.
pkgs/python/[email protected]/src/websockets/legacy/client.py:603
    BACKOFF_MIN = float(os.environ.get("WEBSOCKETS_BACKOFF_MIN_DELAY", "3.1"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #113a615277fa8530 Environment-variable access.
pkgs/python/[email protected]/src/websockets/legacy/client.py:604
    BACKOFF_MAX = float(os.environ.get("WEBSOCKETS_BACKOFF_MAX_DELAY", "90.0"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #b0965fb79fb06069 Environment-variable access.
pkgs/python/[email protected]/src/websockets/legacy/client.py:605
    BACKOFF_FACTOR = float(os.environ.get("WEBSOCKETS_BACKOFF_FACTOR", "1.618"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #63c879098fe7b945 Environment-variable access.
pkgs/python/[email protected]/src/websockets/legacy/http.py:13
MAX_NUM_HEADERS = int(os.environ.get("WEBSOCKETS_MAX_NUM_HEADERS", "128"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

low env_fs dependency Excluded from app score #45757f0dd22c514a Environment-variable access.
pkgs/python/[email protected]/src/websockets/legacy/http.py:14
MAX_LINE_LENGTH = int(os.environ.get("WEBSOCKETS_MAX_LINE_LENGTH", "8192"))

Reads environment variables or the filesystem — an inventory-level capability, not a leak on its own.

Fix: Usually benign; confirm any secret read here is not later sent externally.

Skipped dependencies

Production

  • mcp-use prod — dist-only: no readable source
  • motion prod — dist-only: no readable source
  • @mcp-use/inspector prod — dist-only: no readable source
  • vite-plugin-singlefile prod — dist-only: no readable source
  • next prod — tarball exceeds byte cap
  • better-auth prod — dist-only: no readable source
  • @better-auth/oauth-provider prod — dist-only: no readable source