Add basic OpenTelemetry tracing for client and server requests (#2381)
This commit is contained in:
Marcelo Trylesinski
GitHub
parent
3ce0f76e6e
commit
37891f42a4
6 changed files with 436 additions and 83 deletions
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@ -40,6 +40,7 @@ dependencies = [
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"pyjwt[crypto]>=2.10.1",
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"typing-extensions>=4.13.0",
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"typing-inspection>=0.4.1",
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"opentelemetry-api>=1.28.0",
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]
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[project.optional-dependencies]
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@ -71,6 +72,7 @@ dev = [
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"coverage[toml]>=7.10.7,<=7.13",
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"pillow>=12.0",
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"strict-no-cover",
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"logfire>=3.0.0",
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]
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docs = [
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"mkdocs>=1.6.1",
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@ -42,9 +42,10 @@ import warnings
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from collections.abc import AsyncIterator, Awaitable, Callable
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from contextlib import AbstractAsyncContextManager, AsyncExitStack, asynccontextmanager
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from importlib.metadata import version as importlib_version
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from typing import Any, Generic
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from typing import Any, Generic, cast
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import anyio
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from opentelemetry.trace import SpanKind, StatusCode
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from starlette.applications import Starlette
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from starlette.middleware import Middleware
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from starlette.middleware.authentication import AuthenticationMiddleware
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@ -65,6 +66,7 @@ from mcp.server.session import ServerSession
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from mcp.server.streamable_http import EventStore
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from mcp.server.streamable_http_manager import StreamableHTTPASGIApp, StreamableHTTPSessionManager
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from mcp.server.transport_security import TransportSecuritySettings
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from mcp.shared._otel import extract_trace_context, otel_span
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from mcp.shared._stream_protocols import ReadStream, WriteStream
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from mcp.shared.exceptions import MCPError
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from mcp.shared.message import ServerMessageMetadata, SessionMessage
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@ -446,72 +448,90 @@ class Server(Generic[LifespanResultT]):
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):
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logger.info("Processing request of type %s", type(req).__name__)
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if handler := self._request_handlers.get(req.method):
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logger.debug("Dispatching request of type %s", type(req).__name__)
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target = getattr(req.params, "name", None) if req.params else None
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span_name = f"MCP handle {req.method} {target}" if target else f"MCP handle {req.method}"
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# Extract W3C trace context from _meta (SEP-414).
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meta = cast(dict[str, Any] | None, getattr(req.params, "meta", None)) if req.params else None
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parent_context = extract_trace_context(meta) if meta is not None else None
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with otel_span(
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span_name,
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kind=SpanKind.SERVER,
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attributes={"mcp.method.name": req.method, "jsonrpc.request.id": message.request_id},
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context=parent_context,
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) as span:
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if handler := self._request_handlers.get(req.method):
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logger.debug("Dispatching request of type %s", type(req).__name__)
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try:
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# Extract request context and close_sse_stream from message metadata
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request_data = None
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close_sse_stream_cb = None
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close_standalone_sse_stream_cb = None
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if message.message_metadata is not None and isinstance(
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message.message_metadata, ServerMessageMetadata
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):
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request_data = message.message_metadata.request_context
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close_sse_stream_cb = message.message_metadata.close_sse_stream
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close_standalone_sse_stream_cb = message.message_metadata.close_standalone_sse_stream
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client_capabilities = session.client_params.capabilities if session.client_params else None
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task_support = self._experimental_handlers.task_support if self._experimental_handlers else None
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# Get task metadata from request params if present
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task_metadata = None
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if hasattr(req, "params") and req.params is not None: # pragma: no branch
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task_metadata = getattr(req.params, "task", None)
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ctx = ServerRequestContext(
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request_id=message.request_id,
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meta=message.request_meta,
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session=session,
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lifespan_context=lifespan_context,
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experimental=Experimental(
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task_metadata=task_metadata,
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_client_capabilities=client_capabilities,
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_session=session,
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_task_support=task_support,
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),
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request=request_data,
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close_sse_stream=close_sse_stream_cb,
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close_standalone_sse_stream=close_standalone_sse_stream_cb,
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)
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response = await handler(ctx, req.params)
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except MCPError as err:
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response = err.error
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except anyio.get_cancelled_exc_class():
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if message.cancelled:
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# Client sent CancelledNotification; responder.cancel() already
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# sent an error response, so skip the duplicate.
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logger.info("Request %s cancelled - duplicate response suppressed", message.request_id)
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return
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# Transport-close cancellation from the TG in run(); re-raise so the
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# TG swallows its own cancellation.
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raise
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except Exception as err:
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if raise_exceptions: # pragma: no cover
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raise err
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response = types.ErrorData(code=0, message=str(err))
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else: # pragma: no cover
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response = types.ErrorData(code=types.METHOD_NOT_FOUND, message="Method not found")
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if isinstance(response, types.ErrorData) and span is not None:
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span.set_status(StatusCode.ERROR, response.message)
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try:
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# Extract request context and close_sse_stream from message metadata
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request_data = None
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close_sse_stream_cb = None
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close_standalone_sse_stream_cb = None
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if message.message_metadata is not None and isinstance(message.message_metadata, ServerMessageMetadata):
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request_data = message.message_metadata.request_context
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close_sse_stream_cb = message.message_metadata.close_sse_stream
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close_standalone_sse_stream_cb = message.message_metadata.close_standalone_sse_stream
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await message.respond(response)
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except (anyio.BrokenResourceError, anyio.ClosedResourceError):
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# Transport closed between handler unblocking and respond. Happens
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# when _receive_loop's finally wakes a handler blocked on
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# send_request: the handler runs to respond() before run()'s TG
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# cancel fires, but after the write stream closed. Closed if our
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# end closed (_receive_loop's async-with exit); Broken if the peer
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# end closed first (streamable_http terminate()).
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logger.debug("Response for %s dropped - transport closed", message.request_id)
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return
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client_capabilities = session.client_params.capabilities if session.client_params else None
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task_support = self._experimental_handlers.task_support if self._experimental_handlers else None
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# Get task metadata from request params if present
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task_metadata = None
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if hasattr(req, "params") and req.params is not None:
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task_metadata = getattr(req.params, "task", None)
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ctx = ServerRequestContext(
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request_id=message.request_id,
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meta=message.request_meta,
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session=session,
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lifespan_context=lifespan_context,
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experimental=Experimental(
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task_metadata=task_metadata,
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_client_capabilities=client_capabilities,
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_session=session,
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_task_support=task_support,
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),
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request=request_data,
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close_sse_stream=close_sse_stream_cb,
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close_standalone_sse_stream=close_standalone_sse_stream_cb,
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)
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response = await handler(ctx, req.params)
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except MCPError as err:
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response = err.error
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except anyio.get_cancelled_exc_class():
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if message.cancelled:
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# Client sent CancelledNotification; responder.cancel() already
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# sent an error response, so skip the duplicate.
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logger.info("Request %s cancelled - duplicate response suppressed", message.request_id)
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return
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# Transport-close cancellation from the TG in run(); re-raise so the
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# TG swallows its own cancellation.
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raise
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except Exception as err:
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if raise_exceptions: # pragma: no cover
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raise err
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response = types.ErrorData(code=0, message=str(err))
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else: # pragma: no cover
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response = types.ErrorData(code=types.METHOD_NOT_FOUND, message="Method not found")
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try:
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await message.respond(response)
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except (anyio.BrokenResourceError, anyio.ClosedResourceError):
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# Transport closed between handler unblocking and respond. Happens
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# when _receive_loop's finally wakes a handler blocked on
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# send_request: the handler runs to respond() before run()'s TG
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# cancel fires, but after the write stream closed. Closed if our
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# end closed (_receive_loop's async-with exit); Broken if the peer
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# end closed first (streamable_http terminate()).
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logger.debug("Response for %s dropped - transport closed", message.request_id)
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return
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logger.debug("Response sent")
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logger.debug("Response sent")
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async def _handle_notification(
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self,
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36
src/mcp/shared/_otel.py
Normal file
36
src/mcp/shared/_otel.py
Normal file
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@ -0,0 +1,36 @@
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"""OpenTelemetry helpers for MCP."""
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from __future__ import annotations
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from collections.abc import Iterator
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from contextlib import contextmanager
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from typing import Any
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from opentelemetry.context import Context
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from opentelemetry.propagate import extract, inject
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from opentelemetry.trace import SpanKind, get_tracer
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_tracer = get_tracer("mcp-python-sdk")
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@contextmanager
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def otel_span(
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name: str,
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*,
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kind: SpanKind,
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attributes: dict[str, Any] | None = None,
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context: Context | None = None,
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) -> Iterator[Any]:
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"""Create an OTel span."""
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with _tracer.start_as_current_span(name, kind=kind, attributes=attributes, context=context) as span:
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yield span
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def inject_trace_context(meta: dict[str, Any]) -> None:
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"""Inject W3C trace context (traceparent/tracestate) into a `_meta` dict."""
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inject(meta)
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def extract_trace_context(meta: dict[str, Any]) -> Context:
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"""Extract W3C trace context from a `_meta` dict."""
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return extract(meta)
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@ -9,9 +9,11 @@ from typing import Any, Generic, Protocol, TypeVar
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import anyio
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from anyio.streams.memory import MemoryObjectSendStream
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from opentelemetry.trace import SpanKind
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from pydantic import BaseModel, TypeAdapter
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from typing_extensions import Self
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from mcp.shared._otel import inject_trace_context, otel_span
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from mcp.shared._stream_protocols import ReadStream, WriteStream
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from mcp.shared.exceptions import MCPError
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from mcp.shared.message import MessageMetadata, ServerMessageMetadata, SessionMessage
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@ -268,24 +270,36 @@ class BaseSession(
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self._progress_callbacks[request_id] = progress_callback
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try:
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jsonrpc_request = JSONRPCRequest(jsonrpc="2.0", id=request_id, **request_data)
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await self._write_stream.send(SessionMessage(message=jsonrpc_request, metadata=metadata))
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target = request_data.get("params", {}).get("name")
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span_name = f"MCP send {request.method} {target}" if target else f"MCP send {request.method}"
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# request read timeout takes precedence over session read timeout
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timeout = request_read_timeout_seconds or self._session_read_timeout_seconds
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with otel_span(
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span_name,
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kind=SpanKind.CLIENT,
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attributes={"mcp.method.name": request.method, "jsonrpc.request.id": request_id},
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):
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# Inject W3C trace context into _meta (SEP-414).
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meta: dict[str, Any] = request_data.setdefault("params", {}).setdefault("_meta", {})
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inject_trace_context(meta)
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try:
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with anyio.fail_after(timeout):
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response_or_error = await response_stream_reader.receive()
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except TimeoutError:
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class_name = request.__class__.__name__
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message = f"Timed out while waiting for response to {class_name}. Waited {timeout} seconds."
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raise MCPError(code=REQUEST_TIMEOUT, message=message)
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jsonrpc_request = JSONRPCRequest(jsonrpc="2.0", id=request_id, **request_data)
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await self._write_stream.send(SessionMessage(message=jsonrpc_request, metadata=metadata))
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if isinstance(response_or_error, JSONRPCError):
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raise MCPError.from_jsonrpc_error(response_or_error)
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else:
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return result_type.model_validate(response_or_error.result, by_name=False)
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# request read timeout takes precedence over session read timeout
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timeout = request_read_timeout_seconds or self._session_read_timeout_seconds
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try:
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with anyio.fail_after(timeout):
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response_or_error = await response_stream_reader.receive()
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except TimeoutError:
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class_name = request.__class__.__name__
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message = f"Timed out while waiting for response to {class_name}. Waited {timeout} seconds."
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raise MCPError(code=REQUEST_TIMEOUT, message=message)
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if isinstance(response_or_error, JSONRPCError):
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raise MCPError.from_jsonrpc_error(response_or_error)
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else:
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return result_type.model_validate(response_or_error.result, by_name=False)
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finally:
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self._response_streams.pop(request_id, None)
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44
tests/shared/test_otel.py
Normal file
44
tests/shared/test_otel.py
Normal file
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@ -0,0 +1,44 @@
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from __future__ import annotations
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import pytest
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from logfire.testing import CaptureLogfire
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from mcp import types
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from mcp.client.client import Client
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from mcp.server.mcpserver import MCPServer
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pytestmark = pytest.mark.anyio
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# Logfire warns about propagated trace context by default (distributed_tracing=None).
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# This is expected here since we're testing cross-boundary context propagation.
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@pytest.mark.filterwarnings("ignore::RuntimeWarning")
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async def test_client_and_server_spans(capfire: CaptureLogfire):
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"""Verify that calling a tool produces client and server spans with correct attributes."""
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server = MCPServer("test")
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@server.tool()
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def greet(name: str) -> str:
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"""Greet someone."""
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return f"Hello, {name}!"
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async with Client(server) as client:
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result = await client.call_tool("greet", {"name": "World"})
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assert isinstance(result.content[0], types.TextContent)
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assert result.content[0].text == "Hello, World!"
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spans = capfire.exporter.exported_spans_as_dict()
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span_names = {s["name"] for s in spans}
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assert "MCP send tools/call greet" in span_names
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assert "MCP handle tools/call greet" in span_names
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client_span = next(s for s in spans if s["name"] == "MCP send tools/call greet")
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server_span = next(s for s in spans if s["name"] == "MCP handle tools/call greet")
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assert client_span["attributes"]["mcp.method.name"] == "tools/call"
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assert server_span["attributes"]["mcp.method.name"] == "tools/call"
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# Server span should be in the same trace as the client span (context propagation).
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assert server_span["context"]["trace_id"] == client_span["context"]["trace_id"]
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237
uv.lock
generated
237
uv.lock
generated
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@ -579,6 +579,18 @@ wheels = [
|
|||
{ url = "https://files.pythonhosted.org/packages/f7/ec/67fbef5d497f86283db54c22eec6f6140243aae73265799baaaa19cd17fb/ghp_import-2.1.0-py3-none-any.whl", hash = "sha256:8337dd7b50877f163d4c0289bc1f1c7f127550241988d568c1db512c4324a619", size = 11034, upload-time = "2022-05-02T15:47:14.552Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "googleapis-common-protos"
|
||||
version = "1.73.1"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "protobuf" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/a1/c0/4a54c386282c13449eca8bbe2ddb518181dc113e78d240458a68856b4d69/googleapis_common_protos-1.73.1.tar.gz", hash = "sha256:13114f0e9d2391756a0194c3a8131974ed7bffb06086569ba193364af59163b6", size = 147506, upload-time = "2026-03-26T22:17:38.451Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/dc/82/fcb6520612bec0c39b973a6c0954b6a0d948aadfe8f7e9487f60ceb8bfa6/googleapis_common_protos-1.73.1-py3-none-any.whl", hash = "sha256:e51f09eb0a43a8602f5a915870972e6b4a394088415c79d79605a46d8e826ee8", size = 297556, upload-time = "2026-03-26T22:15:58.455Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "griffe"
|
||||
version = "1.14.0"
|
||||
|
|
@ -646,6 +658,18 @@ wheels = [
|
|||
{ url = "https://files.pythonhosted.org/packages/76/c6/c88e154df9c4e1a2a66ccf0005a88dfb2650c1dffb6f5ce603dfbd452ce3/idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3", size = 70442, upload-time = "2024-09-15T18:07:37.964Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "importlib-metadata"
|
||||
version = "8.7.1"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "zipp" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/f3/49/3b30cad09e7771a4982d9975a8cbf64f00d4a1ececb53297f1d9a7be1b10/importlib_metadata-8.7.1.tar.gz", hash = "sha256:49fef1ae6440c182052f407c8d34a68f72efc36db9ca90dc0113398f2fdde8bb", size = 57107, upload-time = "2025-12-21T10:00:19.278Z" }
|
||||
wheels = [
|
||||
{ url = "https://files.pythonhosted.org/packages/fa/5e/f8e9a1d23b9c20a551a8a02ea3637b4642e22c2626e3a13a9a29cdea99eb/importlib_metadata-8.7.1-py3-none-any.whl", hash = "sha256:5a1f80bf1daa489495071efbb095d75a634cf28a8bc299581244063b53176151", size = 27865, upload-time = "2025-12-21T10:00:18.329Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "iniconfig"
|
||||
version = "2.1.0"
|
||||
|
|
@ -710,6 +734,25 @@ wheels = [
|
|||
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]
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[[package]]
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||||
name = "zipp"
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version = "3.23.0"
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source = { registry = "https://pypi.org/simple" }
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sdist = { url = "https://files.pythonhosted.org/packages/e3/02/0f2892c661036d50ede074e376733dca2ae7c6eb617489437771209d4180/zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166", size = 25547, upload-time = "2025-06-08T17:06:39.4Z" }
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wheels = [
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]
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|
|
|
|||
Loading…
Reference in a new issue