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feat: identify MCP and AI analytics events by library - #917

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feat: identify MCP and AI analytics events by library#917
marandaneto wants to merge 3 commits into
mainfrom
feat/mcp-lib-name

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@marandaneto

@marandaneto marandaneto commented Sep 3, 2026

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💡 Motivation and Context

MCP events currently report the generic posthog-python library, which makes them harder to distinguish from other Python SDK events. AI events also lack the $ai_lib and $ai_lib_version properties emitted by @posthog/ai.

This change gives both integrations consistent library metadata across the Python and Node SDKs.

💚 How did you test it?

  • uv run pytest -q - 2376 passed, 15 skipped, and 38 subtests passed
  • uv run pytest -q posthog/test/test_capture_v1.py posthog/test/test_consumer.py posthog/test/test_capture_mode.py posthog/test/mcp/test_posthog_mcp.py posthog/test/mcp/test_no_crash.py posthog/test/test_ai_capture_lane.py - 236 passed after the CI fix
  • uv run ruff format --check .
  • uv run ruff check .
  • uv run mypy --no-site-packages --config-file mypy.ini . | uv run mypy-baseline filter
  • uv run make public_api_check
  • MCP tests with both MCP SDK 1.x and 2.x

📝 Checklist

  • I reviewed the submitted code.
  • I added tests to verify the changes.
  • I updated the docs if needed.
  • No breaking change or entry added to the changelog.

If releasing new changes

  • Ran sampo add to generate a changeset file

🤖 Agent context

Autonomy: Human-driven (agent-assisted)

Implemented with the Pi coding agent under human direction. The MCP integration uses a client-level identity to match @posthog/mcp, including the capture v1 SDK header. This relabels every event sent by a client passed to instrument(), so the documentation recommends a dedicated MCP analytics client. AI events keep the standard Python $lib fields and add the separate $ai_lib fields used by @posthog/ai. Existing $ai_provider and $ai_model values remain unchanged.

The CI follow-up kept the new SDK metadata internal to avoid changing the public API snapshot. It also updated the capture v1 compliance adapter to accept and forward the SDK identity header.

@marandaneto marandaneto self-assigned this Sep 3, 2026
@marandaneto
marandaneto marked this pull request as ready for review September 3, 2026 07:11
@marandaneto
marandaneto requested a review from a team as a code owner September 3, 2026 07:11
@marandaneto
marandaneto requested review from a team September 3, 2026 07:11
@marandaneto

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This matches @posthog/ai and the MCP analytics
companion PR PostHog/posthog#93911

@github-actions

github-actions Bot commented Sep 3, 2026

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posthog-python Compliance Report

Date: 2026-09-03 12:09:38 UTC
Duration: 256433ms

✅ All Tests Passed!

111/111 tests passed


Capture_V1 Tests

94/94 tests passed

View Details
Test Status Duration
Endpoint And Method.Targets V1 Endpoint 518ms
Endpoint And Method.Does Not Use Legacy Endpoints 511ms
Required Headers.Has Authorization Bearer Header 510ms
Required Headers.Has Content Type Json 511ms
Required Headers.Has Posthog Sdk Info Format 510ms
Required Headers.Has Posthog Attempt Header 511ms
Required Headers.Has Posthog Request Id 510ms
Required Headers.Has Posthog Request Timestamp 511ms
Required Headers.Has User Agent 511ms
Body Format.Body Has Created At And Batch 509ms
Body Format.No Api Key In Body 512ms
Body Format.No Sent At In Body 510ms
Event Format.Event Has Required Root Fields 511ms
Event Format.Event Uuid Is Valid 511ms
Event Format.Event Timestamp Is Rfc3339 511ms
Event Format.Distinct Id Is String 510ms
Event Format.Distinct Id At Root Not Properties 511ms
Event Format.Custom Properties Preserved 511ms
Event Format.Set Properties Preserved 512ms
Event Format.Set Once Properties Preserved 510ms
Event Format.Groups Properties Preserved 511ms
Event Format.Sdk Generates Uuid If Not Provided 511ms
Event Format.Event Has Required Root Fields Batch 514ms
Event Format.Event Uuid Is Valid Batch 515ms
Event Format.Event Timestamp Is Rfc3339 Batch 514ms
Event Format.Distinct Id Is String Batch 514ms
Event Format.Distinct Id At Root Not Properties Batch 513ms
Event Format.Custom Properties Preserved Batch 515ms
Event Format.Set Properties Preserved Batch 514ms
Event Format.Set Once Properties Preserved Batch 514ms
Event Format.Groups Properties Preserved Batch 514ms
Event Format.Sdk Generates Uuid If Not Provided Batch 514ms
Batch Behavior.Multiple Events In Single Batch 519ms
Batch Behavior.Batch Envelope Smoke 516ms
Batch Behavior.Flush With No Events Sends Nothing 507ms
Batch Behavior.Flush At Triggers Batch 1012ms
Batch Behavior.Created At Reflects Batch Creation Time 512ms
Deduplication.Generates Unique Uuids 518ms
Deduplication.Different Events Same Content Different Uuids 513ms
Deduplication.Preserves Uuid On Retry 6519ms
Deduplication.Preserves Timestamp On Retry 6517ms
Deduplication.Preserves Uuid And Timestamp On Batch Retry 6524ms
Deduplication.No Duplicate Events In Batch 518ms
Header Behavior On Retry.Attempt Header Starts At One 512ms
Header Behavior On Retry.Attempt Header Increments On Retry 13523ms
Header Behavior On Retry.Request Id Preserved On Retry 6520ms
Header Behavior On Retry.Different Requests Have Different Request Ids 3021ms
Header Behavior On Retry.Request Timestamp Changes On Retry 6521ms
Response Format Validation.Success Response Has Uuid Keyed Results 511ms
Response Format Validation.Success Response Has Ok For Each Event 514ms
Response Format Validation.Success No Retry After When All Ok 513ms
Response Format Validation.Success Retry After Present When Retry Events 1516ms
Response Format Validation.Success No Retry After When Drop Only 514ms
Response Format Validation.Response Echoes Request Id 510ms
Retry Behavior.Retries On 408 6518ms
Retry Behavior.Retries On 500 6516ms
Retry Behavior.Retries On 503 8523ms
Retry Behavior.Retries On 504 6515ms
Retry Behavior.Retryable Errors Have Retry After 3517ms
Retry Behavior.Respects Retry After On Retryable Error 11517ms
Retry Behavior.Does Not Retry On 400 2512ms
Retry Behavior.Does Not Retry On 401 2514ms
Retry Behavior.Does Not Retry On 402 2514ms
Retry Behavior.Does Not Retry On 413 2514ms
Retry Behavior.Does Not Retry On 415 2514ms
Retry Behavior.Non Retryable Errors Have No Retry After 2513ms
Retry Behavior.Implements Backoff 22526ms
Retry Behavior.Max Retries Respected 22527ms
Partial Batch Handling.Handles 200 Full Success 2513ms
Partial Batch Handling.Handles 200 With All Ok 3516ms
Partial Batch Handling.Does Not Retry Dropped Events 3515ms
Partial Batch Handling.Does Not Retry Limited Events 3516ms
Partial Batch Handling.Prunes Ok Events On Partial Retry 6518ms
Partial Batch Handling.Prunes Dropped Events On Partial Retry 6523ms
Partial Batch Handling.Retries Only Retry Events From Partial 6523ms
Partial Batch Handling.Partial Retry Preserves Uuids 6518ms
Partial Batch Handling.Partial Retry Attempt Header Increments 6520ms
Partial Batch Handling.Partial Retry Request Id Preserved 6524ms
Partial Batch Handling.Respects Retry After On Partial 8520ms
Partial Batch Handling.Unknown Result Treated As Terminal 3514ms
Partial Batch Handling.Mixed Ok Drop Limited No Retry 3520ms
Compression.Sends Gzip Content Encoding 511ms
Compression.No Content Encoding When Disabled 510ms
Compression.Compressed Body Is Decompressible 511ms
Error Handling.Does Not Retry On Unknown 4Xx 2513ms
Event Options.Cookieless Mode Override 512ms
Event Options.Disable Skew Correction Override 510ms
Event Options.Process Person Profile Override 511ms
Event Options.Product Tour Id Override 510ms
Event Options.Unset Options Omitted 510ms
Event Options.Options Override In Batch 515ms
Geoip And Historical Migration.Geoip Disable Injected Into Properties 510ms
Geoip And Historical Migration.Historical Migration Set In Body 510ms
Geoip And Historical Migration.Historical Migration Absent By Default 511ms

Feature_Flags Tests

17/17 tests passed

View Details
Test Status Duration
Request Payload.Request With Person Properties Device Id 12ms
Request Payload.Flags Request Uses V2 Query Param 11ms
Request Payload.Flags Request Hits Flags Path Not Decide 10ms
Request Payload.Flags Request Omits Authorization Header 10ms
Request Payload.Token In Flags Body Matches Init 9ms
Request Payload.Groups Round Trip 9ms
Request Payload.Groups Default To Empty Object 10ms
Request Payload.Disable Geoip False Propagates As Geoip Disable False 9ms
Request Payload.Disable Geoip Omitted Defaults To False 9ms
Request Payload.Flag Keys To Evaluate Contains Only Requested Key 10ms
Request Lifecycle.No Flags Request On Init Alone 3ms
Request Lifecycle.No Flags Request On Normal Capture 510ms
Request Lifecycle.Two Flag Calls Produce Two Remote Requests 14ms
Request Lifecycle.Mock Response Value Is Returned To Caller 10ms
Retry Behavior.Retries Flags On 502 312ms
Retry Behavior.Retries Flags On 504 314ms
Side Effect Events.Get Feature Flag Captures Feature Flag Called Event 513ms

@greptile-apps

greptile-apps Bot commented Sep 3, 2026

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Prompt To Fix All With AI
### Issue 1
posthog/client.py:1083-1086
**Queued events get conflicting identity**

When `instrument()` relabels an active capture-v1 client with queued analytics events, those events retain their original `$lib` properties while the consumer sends them with the new MCP `PostHog-Sdk-Info` header, causing inconsistent library attribution.

---

For each issue above, determine whether it is valid and should be fixed. If so, fix it directly.

Reviews (1): Last reviewed commit: "feat: identify MCP and AI analytics libr..." | Re-trigger Greptile

Comment thread posthog/client.py Outdated

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