feat!: keep the posthog-python identity when instrumenting MCP

MCP instrumentation relabeled the whole client, so the app's own events and flag requests reported posthog-python-mcp. Capture v1 takes $lib from the per-request PostHog-Sdk-Info header, which is now always posthog-python.

Author: eli-r-ph

.sampo/changesets/mcp-keeps-sdk-identity.md

@@ -0,0 +1,5 @@
+---
+pypi/posthog: major
+---
+
+MCP instrumentation no longer relabels the client as `posthog-python-mcp`. `posthog.mcp.instrument()` and `PostHogMCP` used to change `$lib`, the `PostHog-Sdk-Info` header and the feature flag request `User-Agent` for every event the client sent, including the app's own events. All events now report `posthog-python`. Filter MCP traffic on the `$mcp_*` events and properties.

docs/migration-7.x-to-8.0.md

@@ -18,6 +18,7 @@ You need to change code if your app does any of these:
 - expects `super_properties` to override properties passed to a single call
 - tests the AI integrations with a mock client and asserts on `capture`
 - passes its own client object to the AI integrations
+- sets `$lib` or `$lib_version`, or filters on `$lib = "posthog-python-mcp"`
 
 ## Endpoints
 
@@ -29,6 +30,18 @@ You need to change code if your app does any of these:
 If you send events to a self-hosted PostHog, check that it serves both endpoints before you upgrade.
 An endpoint that is not served drops every event sent to it.
 
+## SDK identity
+
+PostHog sets `$lib` and `$lib_version` on every event from the `PostHog-Sdk-Info` request header, which is always `posthog-python/<version>`.
+The SDK removes `$lib` and `$lib_version` from the properties it sends.
+A value you set in a call, in `super_properties` or in `before_send` does not reach PostHog.
+
+MCP instrumentation no longer relabels the client.
+In 7.x, `posthog.mcp.instrument()` and `PostHogMCP` set the client's identity to `posthog-python-mcp`.
+With the default client, or any client the app also used, every event and feature flag request from the app then reported `posthog-python-mcp`, not only the MCP events.
+In 8.0, MCP events report `posthog-python` like all other events.
+To find MCP traffic, filter on the `$mcp_*` events and properties instead of `$lib`.
+
 ## Removed options and APIs
 
 | Removed | Use instead |

posthog/client.py

@@ -94,14 +94,11 @@
 from posthog.poller import Poller
 from posthog.release_id import _resolve_release_id
 from posthog.request import (
-    USER_AGENT as _USER_AGENT,
     APIError,
     DatetimeSerializer as _DatetimeSerializer,
     QuotaLimitError,
     RequestsConnectionError,
     RequestsTimeout,
-    _get as _get_with_identity,
-    _remote_config as _remote_config_with_identity,
     determine_server_host,
     flags,
     get,
@@ -1162,19 +1159,6 @@ def __init__(
 
         self._warn_if_duplicate_async_client()
 
-    def _set_library_identity(self, library_id: str, library_version: str) -> None:
-        """Override the SDK identity stamped on events and outbound requests."""
-        self._library_id = library_id
-        self._library_version = library_version
-        self._sdk_info = f"{library_id}/{library_version}"
-        for lane in self._lanes:
-            lane.sdk_info = self._sdk_info
-            for consumer in lane.consumers:
-                consumer._sdk_info = self._sdk_info
-
-    def _request_identity_kwargs(self) -> Dict[str, str]:
-        return {"_user_agent": self._sdk_info} if self._sdk_info != _USER_AGENT else {}
-
     @property
     def queue(self) -> Queue:
         """The analytics lane's queue (kept for backwards compatibility)."""
@@ -1626,8 +1610,6 @@ def _get_flags_decision(
 
         if flag_keys_to_evaluate:
             request_data["flag_keys_to_evaluate"] = flag_keys_to_evaluate
-        if self._sdk_info != _USER_AGENT:
-            request_data["_user_agent"] = self._sdk_info
 
         resp_data = flags(
             self.api_key,
@@ -3436,14 +3418,12 @@ def _fetch_feature_flags_from_api(self):
         cache_data_to_store: Optional[FlagDefinitionCacheData] = None
         old_fingerprint: Optional[str] = None
         try:
-            request_get = _get_with_identity if self._request_identity_kwargs() else get
-            response = request_get(
+            response = get(
                 personal_api_key,
                 f"/flags/definitions?token={self.api_key}&send_cohorts",
                 self.host,
                 timeout=10,
                 etag=request_etag,
-                **self._request_identity_kwargs(),
             )
 
             # Canonical serialization can be expensive; do it before publication.
@@ -4427,18 +4407,12 @@ def get_remote_config_payload(self, key: str):
             return None
 
         try:
-            request_remote_config = (
-                _remote_config_with_identity
-                if self._request_identity_kwargs()
-                else remote_config
-            )
-            return request_remote_config(
+            return remote_config(
                 self.personal_api_key,
                 self.api_key,
                 self.host,
                 key,
                 timeout=self.feature_flags_request_timeout_seconds,
-                **self._request_identity_kwargs(),
             )
         except Exception as e:
             self.log.exception(

posthog/mcp/README.md

@@ -31,9 +31,9 @@ analytics = instrument(server, posthog)
 Install is just `pip install posthog`. `instrument()` needs the MCP SDK at runtime,
 but anyone wrapping a server already has it.
 
-MCP analytics events report `$lib: "posthog-python-mcp"` and the installed `posthog` package version in `$lib_version`.
-Request headers use the same identity and package version, so SDK Health can compare MCP traffic with Python SDK releases.
-Because `$lib` is a client-level identity, `instrument()` relabels every event sent by the client passed to it.
+MCP analytics events report `$lib: "posthog-python"` and the installed `posthog` package version in `$lib_version`, like every other event the client sends.
+PostHog sets both from the client's `PostHog-Sdk-Info` request header, so `instrument()` and `PostHogMCP` do not relabel the client.
+Filter MCP traffic by its `$mcp_*` events and properties instead.
 Use a client dedicated to MCP analytics if the application also captures unrelated events.
 
 ## Defaults and opt-outs

posthog/mcp/__init__.py

@@ -351,11 +351,6 @@ def instrument(
                 "on SDK 2.x, or jlowin's fastmcp.FastMCP) or a low-level mcp.server.Server."
             )
 
-        if client is not None:
-            from ._lib_identity import apply_mcp_lib_identity
-
-            apply_mcp_lib_identity(client)
-
         # Zero-config stateless minting: wrap the server's ASGI-app factories so a
         # stateless/multi-pod deployment keeps one $session_id + the client harness
         # across pods with no extra setup. No-op for stdio / low-level servers.

posthog/mcp/_lib_identity.py

@@ -43,7 +43,6 @@
 )
 
 POSTHOG_MCP_ANALYTICS_SOURCE = "posthog_mcp_analytics"
-POSTHOG_MCP_LIB_NAME = "posthog-python-mcp"
 
 
 class PostHogMCPAnalyticsEvent:

posthog/mcp/constants.py

@@ -42,7 +42,6 @@
     fire_and_forget,
     virtual_tool_collision_message,
 )
-from ._lib_identity import apply_mcp_lib_identity
 from .logger import log, warn
 from ._model_parameters import (
     add_model_parameter_to_schema,
@@ -122,7 +121,6 @@ def __init__(
     ) -> None:
         self._server_build = validate_server_build(server_build)
         super().__init__(api_key, **kwargs)
-        apply_mcp_lib_identity(self)
         self._mcp_sink = McpEventSink(self)
         self._missing_capability_tool_name = (
             missing_capability_tool_name or _GET_MORE_TOOLS_NAME

posthog/mcp/posthog_mcp.py

@@ -61,7 +61,7 @@ def test_low_level_server_detected_on_installed_major():
     assert compat.is_low_level_server(object()) is False
 
 
-def test_instrument_relabels_the_host_client():
+def test_instrument_keeps_the_host_client_identity():
     from mcp.server.lowlevel import Server
 
     captured = []
@@ -74,7 +74,7 @@ def before_send(event):
     instrument(Server("probe-lib-identity"), client)
     client.capture("after instrumentation")
 
-    assert captured[0]["properties"]["$lib"] == "posthog-python-mcp"
+    assert captured[0]["properties"]["$lib"] == "posthog-python"
     assert captured[0]["properties"]["$lib_version"] == VERSION
 
 

posthog/test/mcp/test_no_crash.py

@@ -109,86 +109,12 @@ def before_send(event):
     assert captured[2]["properties"]["$mcp_server_build"] == "default-build"
 
 
-async def test_mcp_events_use_mcp_library_identity():
-    captured = []
-
-    def before_send(event):
-        captured.append(event)
-        return event
-
-    client = PostHogMCP(
-        "phc_test",
-        host="https://us.i.posthog.com",
-        send=False,
-        before_send=before_send,
-    )
-    client.capture_tool_call("broken", is_error=True, error=RuntimeError("kaboom"))
-    await _flush()
-
-    assert {event["event"] for event in captured} == {"$mcp_tool_call", "$exception"}
-    assert all(
-        event["properties"]["$lib"] == "posthog-python-mcp"
-        and event["properties"]["$lib_version"] == VERSION
-        for event in captured
-    )
-
-
-def test_mcp_library_identity_reaches_capture_v1_header():
+def test_mcp_client_keeps_the_sdk_identity():
     client = PostHogMCP("phc_test", sync_mode=True)
     with mock.patch("posthog.client._send_v1_batch") as send:
         client.capture("$mcp_custom")
 
-    assert send.call_args.kwargs["sdk_info"] == f"posthog-python-mcp/{VERSION}"
-    event = send.call_args.args[2][0]
-    assert event["properties"]["$lib"] == "posthog-python-mcp"
-    assert event["properties"]["$lib_version"] == VERSION
-
-
-def test_mcp_library_identity_reaches_feature_flag_requests():
-    response = mock.Mock(status_code=200)
-    response.json.return_value = {"flags": {}}
-    client = PostHogMCP("phc_test", send=False)
-
-    with mock.patch(
-        "posthog.request._flags_session.post", return_value=response
-    ) as post:
-        client.evaluate_flags("user_1")
-
-    assert post.call_args.kwargs["headers"]["User-Agent"] == (
-        f"posthog-python-mcp/{VERSION}"
-    )
-
-
-def test_mcp_library_identity_reaches_feature_flag_definition_requests():
-    response = mock.Mock(status_code=200, headers={})
-    response.json.return_value = {"flags": [], "group_type_mapping": {}, "cohorts": {}}
-    client = PostHogMCP(
-        "phc_test",
-        secret_key="phs_test",
-        send=False,
-        enable_local_evaluation=False,
-    )
-
-    with mock.patch("posthog.request._session.get", return_value=response) as get:
-        client.load_feature_flags()
-
-    assert get.call_args.kwargs["headers"]["User-Agent"] == (
-        f"posthog-python-mcp/{VERSION}"
-    )
-    client.shutdown()
-
-
-def test_mcp_library_identity_reaches_remote_config_requests():
-    response = mock.Mock(status_code=200, headers={})
-    response.json.return_value = "payload"
-    client = PostHogMCP("phc_test", secret_key="phs_test", send=False)
-
-    with mock.patch("posthog.request._session.get", return_value=response) as get:
-        assert client.get_remote_config_payload("flag-key") == "payload"
-
-    assert get.call_args.kwargs["headers"]["User-Agent"] == (
-        f"posthog-python-mcp/{VERSION}"
-    )
+    assert send.call_args.kwargs["sdk_info"] == f"posthog-python/{VERSION}"
 
 
 async def test_capture_initialize_and_tools_list():