diff --git a/docs/docs.json b/docs/docs.json index e12fb12696..671c1a9d77 100644 --- a/docs/docs.json +++ b/docs/docs.json @@ -128,6 +128,7 @@ "servers/sampling", "servers/storage-backends", "servers/tasks", + "servers/telemetry", "servers/visibility" ] }, diff --git a/docs/servers/telemetry.mdx b/docs/servers/telemetry.mdx new file mode 100644 index 0000000000..73186bfae0 --- /dev/null +++ b/docs/servers/telemetry.mdx @@ -0,0 +1,264 @@ +--- +title: OpenTelemetry +sidebarTitle: Telemetry +description: Native OpenTelemetry instrumentation for distributed tracing. +icon: chart-line +--- + +FastMCP includes native OpenTelemetry instrumentation for observability. Traces are automatically generated for tool, prompt, resource, and resource template operations, providing visibility into server behavior, request handling, and provider delegation chains. + +## How It Works + +FastMCP uses the OpenTelemetry API for instrumentation. This means: + +- **Zero configuration required** - Instrumentation is always active +- **No overhead when unused** - Without an SDK, all operations are no-ops +- **Bring your own SDK** - You control collection, export, and sampling +- **Works with any OTEL backend** - Jaeger, Zipkin, Datadog, New Relic, etc. + +## Enabling Telemetry + +The easiest way to export traces is using `opentelemetry-instrument`, which configures the SDK automatically: + +```bash +pip install opentelemetry-distro opentelemetry-exporter-otlp +opentelemetry-bootstrap -a install +``` + +Then run your server with tracing enabled: + +```bash +opentelemetry-instrument \ + --service_name my-fastmcp-server \ + --exporter_otlp_endpoint http://localhost:4317 \ + fastmcp run server.py +``` + +Or configure via environment variables: + +```bash +export OTEL_SERVICE_NAME=my-fastmcp-server +export OTEL_EXPORTER_OTLP_ENDPOINT=http://localhost:4317 + +opentelemetry-instrument fastmcp run server.py +``` + +This works with any OTLP-compatible backend (Jaeger, Zipkin, Grafana Tempo, Datadog, etc.) and requires no changes to your FastMCP code. + + + Learn more about the OpenTelemetry Python SDK, auto-instrumentation, and available exporters. + + +## Tracing + +FastMCP creates spans for all MCP operations, providing end-to-end visibility into request handling. + +### Server Spans + +The server creates spans for each operation: + +| Span Name | Description | +|-----------|-------------| +| `tool {name}` | Tool execution (e.g., `tool get_weather`) | +| `resource {uri}` | Resource read (e.g., `resource config://database`) | +| `prompt {name}` | Prompt render (e.g., `prompt greeting`) | + +For mounted servers, an additional `delegate {name}` span shows the delegation to the child server. + +### Client Spans + +The FastMCP client creates spans for outgoing requests with the same naming pattern (`tool {name}`, `resource {uri}`, `prompt {name}`). + +### Span Hierarchy + +Spans form a hierarchy showing the request flow. For mounted servers: + +``` +tool weather_forecast (CLIENT) + └── tool weather_forecast (SERVER, provider=FastMCPProvider) + └── delegate get_weather (INTERNAL) + └── tool get_weather (SERVER, provider=LocalProvider) +``` + +For proxy providers connecting to remote servers: + +``` +tool remote_search (CLIENT) + └── tool remote_search (SERVER, provider=ProxyProvider) + └── [remote server spans via trace context propagation] +``` + +## Programmatic Configuration + +For more control, configure the SDK in your Python code before importing FastMCP: + +```python +from opentelemetry import trace +from opentelemetry.sdk.trace import TracerProvider +from opentelemetry.sdk.trace.export import BatchSpanProcessor +from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter + +# Configure the SDK with OTLP exporter +provider = TracerProvider() +processor = BatchSpanProcessor(OTLPSpanExporter(endpoint="http://localhost:4317")) +provider.add_span_processor(processor) +trace.set_tracer_provider(provider) + +# Now import and use FastMCP - traces will be exported automatically +from fastmcp import FastMCP + +mcp = FastMCP("my-server") + +@mcp.tool() +def greet(name: str) -> str: + return f"Hello, {name}!" +``` + + +The SDK must be configured **before** importing FastMCP to ensure the tracer provider is set when FastMCP initializes. + + +### Local Development + +For quick local trace visualization, [otel-desktop-viewer](https://github.com/CtrlSpice/otel-desktop-viewer) is a lightweight single-binary tool: + +```bash +# macOS +brew install nico-barbas/brew/otel-desktop-viewer + +# Or download from GitHub releases +``` + +Run it alongside your server: + +```bash +# Terminal 1: Start the viewer (UI at http://localhost:8000, OTLP on :4317) +otel-desktop-viewer + +# Terminal 2: Run your server with tracing +opentelemetry-instrument fastmcp run server.py +``` + +For more features, use [Jaeger](https://www.jaegertracing.io/): + +```bash +docker run -d --name jaeger \ + -p 16686:16686 \ + -p 4317:4317 \ + jaegertracing/all-in-one:latest +``` + +Then view traces at http://localhost:16686 + +## Custom Spans + +You can add your own spans using the FastMCP tracer: + +```python +from fastmcp import FastMCP +from fastmcp.telemetry import get_tracer + +mcp = FastMCP("custom-spans") + +@mcp.tool() +async def complex_operation(input: str) -> str: + tracer = get_tracer() + + with tracer.start_as_current_span("parse_input") as span: + span.set_attribute("input.length", len(input)) + parsed = parse(input) + + with tracer.start_as_current_span("process_data") as span: + span.set_attribute("data.count", len(parsed)) + result = process(parsed) + + return result +``` + +## Error Handling + +When errors occur, spans are automatically marked with error status and the exception is recorded: + +```python +@mcp.tool() +def risky_operation() -> str: + raise ValueError("Something went wrong") + +# The span will have: +# - status = ERROR +# - exception event with stack trace +``` + +## Attributes Reference + +### Standard Semantic Conventions + +FastMCP uses OpenTelemetry semantic conventions where applicable: + +| Attribute | Value | +|-----------|-------| +| `rpc.system` | `"mcp"` | +| `rpc.service` | Server name | +| `rpc.method` | MCP protocol method | +| `error.type` | Exception class name (on errors) | +| `enduser.id` | Client ID from access token (when authenticated) | +| `enduser.scope` | Space-separated OAuth scopes (when authenticated) | + +### FastMCP Custom Attributes + +All custom attributes use the `fastmcp.` prefix: + +| Attribute | Description | +|-----------|-------------| +| `fastmcp.server.name` | Server name | +| `fastmcp.component.type` | `tool`, `resource`, `prompt`, or `resource_template` | +| `fastmcp.component.key` | Full component identifier (e.g., `tool:greet`) | +| `fastmcp.provider.type` | Provider class (`LocalProvider`, `FastMCPProvider`, `ProxyProvider`) | +| `fastmcp.session.id` | Client session identifier | + +Provider-specific attributes for delegation context: + +| Attribute | Description | +|-----------|-------------| +| `fastmcp.delegate.original_name` | Original tool/prompt name before namespacing | +| `fastmcp.delegate.original_uri` | Original resource URI before namespacing | +| `fastmcp.proxy.backend_name` | Remote server tool/prompt name | +| `fastmcp.proxy.backend_uri` | Remote server resource URI | + +## Testing with Telemetry + +For testing, use the in-memory exporter: + +```python +import pytest +from collections.abc import Generator +from opentelemetry import trace +from opentelemetry.sdk.trace import TracerProvider +from opentelemetry.sdk.trace.export import SimpleSpanProcessor +from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter + +from fastmcp import FastMCP + +@pytest.fixture +def trace_exporter() -> Generator[InMemorySpanExporter, None, None]: + exporter = InMemorySpanExporter() + provider = TracerProvider() + provider.add_span_processor(SimpleSpanProcessor(exporter)) + original_provider = trace.get_tracer_provider() + trace.set_tracer_provider(provider) + yield exporter + exporter.clear() + trace.set_tracer_provider(original_provider) + +async def test_tool_creates_span(trace_exporter: InMemorySpanExporter) -> None: + mcp = FastMCP("test") + + @mcp.tool() + def hello() -> str: + return "world" + + await mcp.call_tool("hello", {}) + + spans = trace_exporter.get_finished_spans() + assert any(s.name == "tool hello" for s in spans) +``` diff --git a/examples/diagnostics/client_with_tracing.py b/examples/diagnostics/client_with_tracing.py new file mode 100644 index 0000000000..0b56ddc65d --- /dev/null +++ b/examples/diagnostics/client_with_tracing.py @@ -0,0 +1,161 @@ +#!/usr/bin/env python +"""Client script to exercise all diagnostics server components with tracing. + +Usage: + # First, start the diagnostics server with tracing in one terminal: + uv run examples/run_with_tracing.py examples/diagnostics/server.py --transport sse --port 8001 + + # Then run this client in another terminal: + uv run examples/diagnostics/client_with_tracing.py + + # View traces in otel-desktop-viewer (http://localhost:8000): + otel-desktop-viewer + +This script exercises all 8 components: +- 4 successful: ping, diag://status, diag://echo/{message}, greet prompt +- 4 error: fail_tool, diag://error, diag://error/{code}, fail prompt +""" + +from __future__ import annotations + +import asyncio +import os + +# Configure OTEL SDK before importing fastmcp +from opentelemetry import trace +from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter +from opentelemetry.sdk.resources import Resource +from opentelemetry.sdk.trace import TracerProvider +from opentelemetry.sdk.trace.export import BatchSpanProcessor + + +def setup_tracing(): + """Set up OpenTelemetry tracing with OTLP export.""" + endpoint = os.environ.get("OTEL_EXPORTER_OTLP_ENDPOINT", "http://localhost:4317") + service_name = os.environ.get("OTEL_SERVICE_NAME", "fastmcp-diagnostics-client") + + resource = Resource.create({"service.name": service_name}) + provider = TracerProvider(resource=resource) + exporter = OTLPSpanExporter(endpoint=endpoint, insecure=True) + provider.add_span_processor(BatchSpanProcessor(exporter)) + trace.set_tracer_provider(provider) + + print(f"Tracing enabled: OTLP {endpoint}") + print(f"Service: {service_name}") + print("View traces: otel-desktop-viewer (http://localhost:8000)\n") + + +async def main(): + setup_tracing() + + from fastmcp import Client + + server_url = os.environ.get("DIAGNOSTICS_SERVER_URL", "http://localhost:8001/sse") + print(f"Connecting to: {server_url}\n") + + async with Client(server_url) as client: + # List all available components + tools = await client.list_tools() + resources = await client.list_resources() + prompts = await client.list_prompts() + + print(f"Found {len(tools)} tools: {[t.name for t in tools]}") + print(f"Found {len(resources)} resources: {[r.uri for r in resources]}") + print(f"Found {len(prompts)} prompts: {[p.name for p in prompts]}\n") + + # === SUCCESSFUL OPERATIONS === + print("=" * 60) + print("SUCCESSFUL OPERATIONS") + print("=" * 60) + + # Local successful components + print("\n--- Local Tools ---") + result = await client.call_tool("ping", {}) + print(f"ping: {result}") + + print("\n--- Local Resources ---") + result = await client.read_resource("diag://status") + print(f"diag://status: {result}") + + result = await client.read_resource("diag://echo/hello-world") + print(f"diag://echo/hello-world: {result}") + + print("\n--- Local Prompts ---") + result = await client.get_prompt("greet", {"name": "Diagnostics"}) + print( + f"greet: {result.messages[0].content.text if result.messages else result}" + ) + + # Proxied components from echo server + print("\n--- Proxied Tools ---") + try: + result = await client.call_tool( + "proxied_echo_tool", {"text": "proxied test"} + ) + print(f"proxied_echo_tool: {result}") + except Exception as e: + print(f"proxied_echo_tool: ERROR - {e}") + + print("\n--- Proxied Resources ---") + try: + # Resource: echo://static -> echo://proxied/static + result = await client.read_resource("echo://proxied/static") + print(f"echo://proxied/static: {result}") + except Exception as e: + print(f"echo://proxied/static: ERROR - {e}") + + try: + # Template: echo://{text} -> echo://proxied/{text} + result = await client.read_resource("echo://proxied/test-message") + print(f"echo://proxied/test-message: {result}") + except Exception as e: + print(f"echo://proxied/test-message: ERROR - {e}") + + print("\n--- Proxied Prompts ---") + try: + result = await client.get_prompt("proxied_echo", {"text": "proxied prompt"}) + print( + f"proxied_echo: {result.messages[0].content.text if result.messages else result}" + ) + except Exception as e: + print(f"proxied_echo: ERROR - {e}") + + # === ERROR OPERATIONS === + print("\n" + "=" * 60) + print("ERROR OPERATIONS (expected to fail)") + print("=" * 60) + + print("\n--- Error Tools ---") + try: + await client.call_tool("fail_tool", {}) + print("fail_tool: UNEXPECTED SUCCESS") + except Exception as e: + print(f"fail_tool: {type(e).__name__} - {e}") + + print("\n--- Error Resources ---") + try: + await client.read_resource("diag://error") + print("diag://error: UNEXPECTED SUCCESS") + except Exception as e: + print(f"diag://error: {type(e).__name__} - {e}") + + try: + await client.read_resource("diag://error/500") + print("diag://error/500: UNEXPECTED SUCCESS") + except Exception as e: + print(f"diag://error/500: {type(e).__name__} - {e}") + + print("\n--- Error Prompts ---") + try: + await client.get_prompt("fail", {}) + print("fail: UNEXPECTED SUCCESS") + except Exception as e: + print(f"fail: {type(e).__name__} - {e}") + + print("\n" + "=" * 60) + print("DONE - Check otel-desktop-viewer for traces") + print("=" * 60) + + +if __name__ == "__main__": + asyncio.run(main()) diff --git a/examples/diagnostics/server.py b/examples/diagnostics/server.py new file mode 100644 index 0000000000..211c5d8938 --- /dev/null +++ b/examples/diagnostics/server.py @@ -0,0 +1,125 @@ +"""FastMCP Diagnostics Server - for testing tracing, errors, and observability.""" + +import asyncio +import os +import subprocess +from collections.abc import AsyncIterator +from contextlib import asynccontextmanager +from pathlib import Path + +import httpx + +from fastmcp import FastMCP +from fastmcp.server import create_proxy + +ECHO_SERVER_PORT = 8002 +ECHO_SERVER_URL = f"http://localhost:{ECHO_SERVER_PORT}/sse" + + +@asynccontextmanager +async def lifespan(server: FastMCP) -> AsyncIterator[None]: + """Start echo server subprocess and mount proxy to it.""" + echo_path = Path(__file__).parent.parent / "echo.py" + + # Pass OTEL config to subprocess with different service name + env = os.environ.copy() + env["OTEL_SERVICE_NAME"] = "fastmcp-echo-server" + + # Start echo server as subprocess using run_with_tracing.py for OTEL export + run_with_tracing = Path(__file__).parent.parent / "run_with_tracing.py" + proc = subprocess.Popen( + [ + "uv", + "run", + str(run_with_tracing), + str(echo_path), + "--transport", + "sse", + "--port", + str(ECHO_SERVER_PORT), + ], + env=env, + stdout=subprocess.PIPE, + stderr=subprocess.PIPE, + ) + + # Wait for server to be ready (async to avoid blocking event loop) + async with httpx.AsyncClient() as client: + for _ in range(50): + try: + await client.get( + f"http://localhost:{ECHO_SERVER_PORT}/sse", timeout=0.1 + ) + break + except Exception: + await asyncio.sleep(0.1) + + # Mount proxy to the running echo server + echo_proxy = create_proxy(ECHO_SERVER_URL, name="Echo Proxy") + server.mount(echo_proxy, namespace="proxied") + + try: + yield + finally: + proc.terminate() + try: + proc.wait(timeout=5) + except subprocess.TimeoutExpired: + proc.kill() + proc.wait() + + +mcp = FastMCP("Diagnostics Server", lifespan=lifespan) + +# === SUCCESSFUL COMPONENTS === + + +@mcp.tool +def ping() -> str: + """Simple ping tool - always succeeds.""" + return "pong" + + +@mcp.resource("diag://status") +def status_resource() -> str: + """Status resource - always succeeds.""" + return "OK" + + +@mcp.resource("diag://echo/{message}") +def echo_template(message: str) -> str: + """Echo template - always succeeds.""" + return f"Echo: {message}" + + +@mcp.prompt("greet") +def greet_prompt(name: str = "World") -> str: + """Greeting prompt - always succeeds.""" + return f"Hello, {name}!" + + +# === ERROR COMPONENTS === + + +@mcp.tool +def fail_tool(message: str = "Intentional tool failure") -> str: + """Tool that always raises ValueError - for error tracing.""" + raise ValueError(message) + + +@mcp.resource("diag://error") +def error_resource() -> str: + """Resource that always raises ValueError.""" + raise ValueError("Intentional resource failure") + + +@mcp.resource("diag://error/{code}") +def error_template(code: str) -> str: + """Template that always raises ValueError.""" + raise ValueError(f"Intentional template failure: {code}") + + +@mcp.prompt("fail") +def fail_prompt() -> str: + """Prompt that always raises ValueError.""" + raise ValueError("Intentional prompt failure") diff --git a/examples/run_with_tracing.py b/examples/run_with_tracing.py new file mode 100755 index 0000000000..f49255e569 --- /dev/null +++ b/examples/run_with_tracing.py @@ -0,0 +1,59 @@ +#!/usr/bin/env python +"""Run a FastMCP server with OpenTelemetry tracing enabled. + +Usage: + uv run examples/run_with_tracing.py examples/echo.py --transport sse --port 8001 + +All arguments after the script name are passed to `fastmcp run`. +Traces are exported via OTLP to localhost:4317. + +To view traces, run otel-desktop-viewer in another terminal: + otel-desktop-viewer + # Trace UI at http://localhost:8000, OTLP receiver on :4317 + +Install otel-desktop-viewer: + brew install nico-barbas/brew/otel-desktop-viewer +""" + +import os +import sys + + +def main() -> None: + if len(sys.argv) < 2: + print(__doc__) + sys.exit(1) + + # Configure OTEL SDK before importing fastmcp + from opentelemetry import trace + from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter + from opentelemetry.sdk.resources import Resource + from opentelemetry.sdk.trace import TracerProvider + from opentelemetry.sdk.trace.export import BatchSpanProcessor + + endpoint = os.environ.get("OTEL_EXPORTER_OTLP_ENDPOINT", "http://localhost:4317") + service_name = os.environ.get( + "OTEL_SERVICE_NAME", + f"fastmcp-{os.path.basename(sys.argv[1]).replace('.py', '')}", + ) + + # Set up tracer provider with OTLP exporter + resource = Resource.create({"service.name": service_name}) + provider = TracerProvider(resource=resource) + exporter = OTLPSpanExporter(endpoint=endpoint, insecure=True) + provider.add_span_processor(BatchSpanProcessor(exporter)) + trace.set_tracer_provider(provider) + + print(f"Tracing enabled → OTLP {endpoint}", flush=True) + print(f"Service: {service_name}", flush=True) + print("View traces: otel-desktop-viewer (http://localhost:8000)\n", flush=True) + + # Now run fastmcp CLI + from fastmcp.cli.cli import app + + sys.argv = ["fastmcp", "run", *sys.argv[1:]] + app() + + +if __name__ == "__main__": + main() diff --git a/loq.toml b/loq.toml index eb9c9b95e3..52222dfd2f 100644 --- a/loq.toml +++ b/loq.toml @@ -28,7 +28,7 @@ max_lines = 1899 [[rules]] path = "tests/server/middleware/test_middleware.py" -max_lines = 1066 +max_lines = 1250 [[rules]] path = "src/fastmcp/server/context.py" @@ -56,11 +56,11 @@ max_lines = 1056 [[rules]] path = "src/fastmcp/server/server.py" -max_lines = 2942 +max_lines = 3250 [[rules]] path = "tests/tools/test_tool.py" -max_lines = 1923 +max_lines = 2250 [[rules]] path = "tests/client/test_elicitation.py" @@ -68,7 +68,7 @@ max_lines = 1132 [[rules]] path = "src/fastmcp/client/client.py" -max_lines = 1722 +max_lines = 2000 [[rules]] path = "tests/utilities/test_json_schema_type.py" @@ -96,7 +96,7 @@ max_lines = 1101 [[rules]] path = "docs/servers/tools.mdx" -max_lines = 1040 +max_lines = 1200 [[rules]] path = "docs/changelog.mdx" diff --git a/pyproject.toml b/pyproject.toml index 189a6fdc80..de557b11eb 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -9,6 +9,7 @@ dependencies = [ "httpx>=0.28.1", "mcp>=1.24.0,<2.0", "openapi-pydantic>=0.5.1", + "opentelemetry-api>=1.20.0", "platformdirs>=4.0.0", "rich>=13.9.4", "cyclopts>=4.0.0", @@ -58,6 +59,7 @@ dev = [ "fastmcp[anthropic,openai,tasks]", # add optional dependencies for fastmcp dev "fastapi>=0.115.12", + "opentelemetry-sdk>=1.20.0", "inline-snapshot[dirty-equals]>=0.27.2", "ipython>=8.12.3", "pdbpp>=0.11.7", @@ -78,6 +80,7 @@ dev = [ "ty>=0.0.7", "prek>=0.2.12", "loq>=0.1.0a3", + "opentelemetry-exporter-otlp-proto-grpc>=1.39.0", ] [project.scripts] diff --git a/src/fastmcp/client/client.py b/src/fastmcp/client/client.py index 2acbb39a39..9b947eca41 100644 --- a/src/fastmcp/client/client.py +++ b/src/fastmcp/client/client.py @@ -57,9 +57,11 @@ TaskNotificationHandler, ToolTask, ) +from fastmcp.client.telemetry import client_span from fastmcp.exceptions import ToolError from fastmcp.mcp_config import MCPConfig from fastmcp.server import FastMCP +from fastmcp.telemetry import inject_trace_context from fastmcp.utilities.exceptions import get_catch_handlers from fastmcp.utilities.json_schema_type import json_schema_to_type from fastmcp.utilities.logging import get_logger @@ -877,33 +879,42 @@ async def read_resource_mcp( RuntimeError: If called while the client is not connected. McpError: If the request results in a TimeoutError | JSONRPCError """ - logger.debug(f"[{self.name}] called read_resource: {uri}") + uri_str = str(uri) + with client_span( + f"resource {uri_str}", + "resources/read", + uri_str, + session_id=self.transport.get_session_id(), + ): + logger.debug(f"[{self.name}] called read_resource: {uri}") + + if isinstance(uri, str): + uri = AnyUrl(uri) # Ensure AnyUrl - if isinstance(uri, str): - uri = AnyUrl(uri) # Ensure AnyUrl - - # If meta provided, use send_request for SEP-1686 task support - if meta: - task_dict = meta.get("modelcontextprotocol.io/task") - request = mcp.types.ReadResourceRequest( - params=mcp.types.ReadResourceRequestParams( - uri=uri, - task=mcp.types.TaskMetadata(**task_dict) - if task_dict - else None, # SEP-1686: task as direct param (spec-compliant) + # Inject trace context into meta for propagation to server + propagated_meta = inject_trace_context(meta) + + # If meta provided, use send_request for SEP-1686 task support + if propagated_meta: + task_dict = propagated_meta.get("modelcontextprotocol.io/task") + request = mcp.types.ReadResourceRequest( + params=mcp.types.ReadResourceRequestParams( + uri=uri, + task=mcp.types.TaskMetadata(**task_dict) if task_dict else None, + _meta=propagated_meta, # ty: ignore[unknown-argument] + ) ) - ) - result = await self._await_with_session_monitoring( - self.session.send_request( - request=request, # type: ignore[arg-type] - result_type=mcp.types.ReadResourceResult, + result = await self._await_with_session_monitoring( + self.session.send_request( + request=request, # type: ignore[arg-type] + result_type=mcp.types.ReadResourceResult, + ) ) - ) - else: - result = await self._await_with_session_monitoring( - self.session.read_resource(uri) - ) - return result + else: + result = await self._await_with_session_monitoring( + self.session.read_resource(uri) + ) + return result @overload async def read_resource( @@ -1089,44 +1100,52 @@ async def get_prompt_mcp( RuntimeError: If called while the client is not connected. McpError: If the request results in a TimeoutError | JSONRPCError """ - logger.debug(f"[{self.name}] called get_prompt: {name}") + with client_span( + f"prompt {name}", + "prompts/get", + name, + session_id=self.transport.get_session_id(), + ): + logger.debug(f"[{self.name}] called get_prompt: {name}") + + # Serialize arguments for MCP protocol - convert non-string values to JSON + serialized_arguments: dict[str, str] | None = None + if arguments: + serialized_arguments = {} + for key, value in arguments.items(): + if isinstance(value, str): + serialized_arguments[key] = value + else: + # Use pydantic_core.to_json for consistent serialization + serialized_arguments[key] = pydantic_core.to_json(value).decode( + "utf-8" + ) - # Serialize arguments for MCP protocol - convert non-string values to JSON - serialized_arguments: dict[str, str] | None = None - if arguments: - serialized_arguments = {} - for key, value in arguments.items(): - if isinstance(value, str): - serialized_arguments[key] = value - else: - # Use pydantic_core.to_json for consistent serialization - serialized_arguments[key] = pydantic_core.to_json(value).decode( - "utf-8" + # Inject trace context into meta for propagation to server + propagated_meta = inject_trace_context(meta) + + # If meta provided, use send_request for SEP-1686 task support + if propagated_meta: + task_dict = propagated_meta.get("modelcontextprotocol.io/task") + request = mcp.types.GetPromptRequest( + params=mcp.types.GetPromptRequestParams( + name=name, + arguments=serialized_arguments, + task=mcp.types.TaskMetadata(**task_dict) if task_dict else None, + _meta=propagated_meta, # ty: ignore[unknown-argument] ) - - # If meta provided, use send_request for SEP-1686 task support - if meta: - task_dict = meta.get("modelcontextprotocol.io/task") - request = mcp.types.GetPromptRequest( - params=mcp.types.GetPromptRequestParams( - name=name, - arguments=serialized_arguments, - task=mcp.types.TaskMetadata(**task_dict) - if task_dict - else None, # SEP-1686: task as direct param (spec-compliant) ) - ) - result = await self._await_with_session_monitoring( - self.session.send_request( - request=request, # type: ignore[arg-type] - result_type=mcp.types.GetPromptResult, + result = await self._await_with_session_monitoring( + self.session.send_request( + request=request, # type: ignore[arg-type] + result_type=mcp.types.GetPromptResult, + ) ) - ) - else: - result = await self._await_with_session_monitoring( - self.session.get_prompt(name=name, arguments=serialized_arguments) - ) - return result + else: + result = await self._await_with_session_monitoring( + self.session.get_prompt(name=name, arguments=serialized_arguments) + ) + return result @overload async def get_prompt( @@ -1373,22 +1392,31 @@ async def call_tool_mcp( RuntimeError: If called while the client is not connected. McpError: If the tool call requests results in a TimeoutError | JSONRPCError """ - logger.debug(f"[{self.name}] called call_tool: {name}") + with client_span( + f"tool {name}", + "tools/call", + name, + session_id=self.transport.get_session_id(), + ): + logger.debug(f"[{self.name}] called call_tool: {name}") - # Convert timeout to timedelta if needed - if isinstance(timeout, int | float): - timeout = datetime.timedelta(seconds=float(timeout)) + # Convert timeout to timedelta if needed + if isinstance(timeout, int | float): + timeout = datetime.timedelta(seconds=float(timeout)) - result = await self._await_with_session_monitoring( - self.session.call_tool( - name=name, - arguments=arguments, - read_timeout_seconds=timeout, - progress_callback=progress_handler or self._progress_handler, - meta=meta, + # Inject trace context into meta for propagation to server + propagated_meta = inject_trace_context(meta) + + result = await self._await_with_session_monitoring( + self.session.call_tool( + name=name, + arguments=arguments, + read_timeout_seconds=timeout, + progress_callback=progress_handler or self._progress_handler, + meta=propagated_meta if propagated_meta else None, + ) ) - ) - return result + return result async def _parse_call_tool_result( self, name: str, result: mcp.types.CallToolResult, raise_on_error: bool = False diff --git a/src/fastmcp/client/telemetry.py b/src/fastmcp/client/telemetry.py new file mode 100644 index 0000000000..40fa48f73d --- /dev/null +++ b/src/fastmcp/client/telemetry.py @@ -0,0 +1,40 @@ +"""Client-side telemetry helpers.""" + +from collections.abc import Generator +from contextlib import contextmanager + +from opentelemetry.trace import Span, SpanKind, Status, StatusCode + +from fastmcp.telemetry import get_tracer + + +@contextmanager +def client_span( + name: str, + method: str, + component_key: str, + session_id: str | None = None, +) -> Generator[Span, None, None]: + """Create a CLIENT span with standard MCP attributes. + + Automatically records any exception on the span and sets error status. + """ + tracer = get_tracer() + with tracer.start_as_current_span(name, kind=SpanKind.CLIENT) as span: + attrs: dict[str, str] = { + "rpc.system": "mcp", + "rpc.method": method, + "fastmcp.component.key": component_key, + } + if session_id: + attrs["fastmcp.session.id"] = session_id + span.set_attributes(attrs) + try: + yield span + except Exception as e: + span.record_exception(e) + span.set_status(Status(StatusCode.ERROR)) + raise + + +__all__ = ["client_span"] diff --git a/src/fastmcp/client/transports.py b/src/fastmcp/client/transports.py index 9d0e30158d..0b775e2f90 100644 --- a/src/fastmcp/client/transports.py +++ b/src/fastmcp/client/transports.py @@ -121,6 +121,10 @@ def __repr__(self) -> str: async def close(self): # noqa: B027 """Close the transport.""" + def get_session_id(self) -> str | None: + """Get the session ID for this transport, if available.""" + return None + def _set_auth(self, auth: httpx.Auth | Literal["oauth"] | str | None): if auth is not None: raise ValueError("This transport does not support auth") diff --git a/src/fastmcp/prompts/prompt.py b/src/fastmcp/prompts/prompt.py index 3868f92af1..b84668e359 100644 --- a/src/fastmcp/prompts/prompt.py +++ b/src/fastmcp/prompts/prompt.py @@ -392,6 +392,12 @@ async def add_to_docket( # type: ignore[override] kwargs["key"] = task_key return await docket.add(lookup_key, **kwargs)(arguments) + def get_span_attributes(self) -> dict[str, Any]: + return super().get_span_attributes() | { + "fastmcp.component.type": "prompt", + "fastmcp.provider.type": "LocalProvider", + } + __all__ = [ "Message", diff --git a/src/fastmcp/resources/resource.py b/src/fastmcp/resources/resource.py index bd882fa46a..0894996d13 100644 --- a/src/fastmcp/resources/resource.py +++ b/src/fastmcp/resources/resource.py @@ -409,6 +409,12 @@ async def add_to_docket( # type: ignore[override] kwargs["key"] = task_key return await docket.add(lookup_key, **kwargs)() + def get_span_attributes(self) -> dict[str, Any]: + return super().get_span_attributes() | { + "fastmcp.component.type": "resource", + "fastmcp.provider.type": "LocalProvider", + } + __all__ = [ "Resource", diff --git a/src/fastmcp/resources/template.py b/src/fastmcp/resources/template.py index 42d45002d5..40b63de716 100644 --- a/src/fastmcp/resources/template.py +++ b/src/fastmcp/resources/template.py @@ -315,6 +315,12 @@ async def add_to_docket( # type: ignore[override] kwargs["key"] = task_key return await docket.add(lookup_key, **kwargs)(params) + def get_span_attributes(self) -> dict[str, Any]: + return super().get_span_attributes() | { + "fastmcp.component.type": "resource_template", + "fastmcp.provider.type": "LocalProvider", + } + class FunctionResourceTemplate(ResourceTemplate): """A template for dynamically creating resources.""" diff --git a/src/fastmcp/server/providers/fastmcp_provider.py b/src/fastmcp/server/providers/fastmcp_provider.py index 137100e0a4..846775eb80 100644 --- a/src/fastmcp/server/providers/fastmcp_provider.py +++ b/src/fastmcp/server/providers/fastmcp_provider.py @@ -24,6 +24,7 @@ from fastmcp.resources.template import ResourceTemplate from fastmcp.server.providers.base import Provider from fastmcp.server.tasks.config import TaskMeta +from fastmcp.server.telemetry import delegate_span from fastmcp.tools.tool import Tool, ToolResult from fastmcp.utilities.components import FastMCPComponent @@ -111,9 +112,12 @@ async def _run( backgrounding appropriately. fn_key is already set by the parent server before calling this method. """ - return await self._server.call_tool( - self._original_name, arguments, task_meta=task_meta - ) + with delegate_span( + self._original_name or "", "FastMCPProvider", self._original_name or "" + ): + return await self._server.call_tool( + self._original_name, arguments, task_meta=task_meta + ) async def run(self, arguments: dict[str, Any]) -> ToolResult: """Delegate to child server's call_tool() without task_meta. @@ -129,6 +133,12 @@ async def run(self, arguments: dict[str, Any]) -> ToolResult: ) return result + def get_span_attributes(self) -> dict[str, Any]: + return super().get_span_attributes() | { + "fastmcp.provider.type": "FastMCPProvider", + "fastmcp.delegate.original_name": self._original_name, + } + class FastMCPProviderResource(Resource): """Resource that delegates reading to a wrapped server's read_resource(). @@ -180,7 +190,18 @@ async def _read( backgrounding appropriately. fn_key is already set by the parent server before calling this method. """ - return await self._server.read_resource(self._original_uri, task_meta=task_meta) + with delegate_span( + self._original_uri or "", "FastMCPProvider", self._original_uri or "" + ): + return await self._server.read_resource( + self._original_uri, task_meta=task_meta + ) + + def get_span_attributes(self) -> dict[str, Any]: + return super().get_span_attributes() | { + "fastmcp.provider.type": "FastMCPProvider", + "fastmcp.delegate.original_uri": self._original_uri, + } class FastMCPProviderPrompt(Prompt): @@ -241,9 +262,12 @@ async def _render( backgrounding appropriately. fn_key is already set by the parent server before calling this method. """ - return await self._server.render_prompt( - self._original_name, arguments, task_meta=task_meta - ) + with delegate_span( + self._original_name or "", "FastMCPProvider", self._original_name or "" + ): + return await self._server.render_prompt( + self._original_name, arguments, task_meta=task_meta + ) async def render(self, arguments: dict[str, Any] | None = None) -> PromptResult: """Delegate to child server's render_prompt() without task_meta. @@ -259,6 +283,12 @@ async def render(self, arguments: dict[str, Any] | None = None) -> PromptResult: ) return result + def get_span_attributes(self) -> dict[str, Any]: + return super().get_span_attributes() | { + "fastmcp.provider.type": "FastMCPProvider", + "fastmcp.delegate.original_name": self._original_name, + } + class FastMCPProviderResourceTemplate(ResourceTemplate): """Resource template that creates FastMCPProviderResources. @@ -339,7 +369,10 @@ async def _read( # Expand the original template with params to get internal URI original_uri = _expand_uri_template(self._original_uri_template or "", params) - return await self._server.read_resource(original_uri, task_meta=task_meta) + with delegate_span( + original_uri, "FastMCPProvider", self._original_uri_template or "" + ): + return await self._server.read_resource(original_uri, task_meta=task_meta) async def read(self, arguments: dict[str, Any]) -> str | bytes | ResourceResult: """Read the resource content for background task execution. @@ -381,6 +414,12 @@ async def add_to_docket( # type: ignore[override] kwargs["key"] = task_key return await docket.add(lookup_key, **kwargs)(**params) + def get_span_attributes(self) -> dict[str, Any]: + return super().get_span_attributes() | { + "fastmcp.provider.type": "FastMCPProvider", + "fastmcp.delegate.original_uri_template": self._original_uri_template, + } + # ----------------------------------------------------------------------------- # FastMCPProvider diff --git a/src/fastmcp/server/providers/proxy.py b/src/fastmcp/server/providers/proxy.py index 7f076bbc7f..d8d817bf28 100644 --- a/src/fastmcp/server/providers/proxy.py +++ b/src/fastmcp/server/providers/proxy.py @@ -30,6 +30,7 @@ from fastmcp.client.elicitation import ElicitResult from fastmcp.client.logging import LogMessage from fastmcp.client.roots import RootsList +from fastmcp.client.telemetry import client_span from fastmcp.client.transports import ClientTransportT from fastmcp.exceptions import ResourceError, ToolError from fastmcp.mcp_config import MCPConfig @@ -112,40 +113,51 @@ async def run( context: Context | None = None, ) -> ToolResult: """Executes the tool by making a call through the client.""" - client = await self._get_client() - async with client: - context = get_context() - # Build meta dict from request context - meta: dict[str, Any] | None = None - if hasattr(context, "request_context"): - req_ctx = context.request_context - # Start with existing meta if present - if hasattr(req_ctx, "meta") and req_ctx.meta: - meta = dict(req_ctx.meta) - # Add task metadata if this is a task request - if ( - hasattr(req_ctx, "experimental") - and hasattr(req_ctx.experimental, "is_task") - and req_ctx.experimental.is_task - ): - task_metadata = req_ctx.experimental.task_metadata - if task_metadata: - meta = meta or {} - meta["modelcontextprotocol.io/task"] = task_metadata.model_dump( - exclude_none=True - ) - - result = await client.call_tool_mcp( - name=self._backend_name or self.name, arguments=arguments, meta=meta + backend_name = self._backend_name or self.name + with client_span( + f"proxy tool {backend_name}", "tools/call", backend_name + ) as span: + span.set_attribute("fastmcp.provider.type", "ProxyProvider") + client = await self._get_client() + async with client: + ctx = context or get_context() + # Build meta dict from request context + meta: dict[str, Any] | None = None + if hasattr(ctx, "request_context"): + req_ctx = ctx.request_context + # Start with existing meta if present + if hasattr(req_ctx, "meta") and req_ctx.meta: + meta = dict(req_ctx.meta) + # Add task metadata if this is a task request + if ( + hasattr(req_ctx, "experimental") + and hasattr(req_ctx.experimental, "is_task") + and req_ctx.experimental.is_task + ): + task_metadata = req_ctx.experimental.task_metadata + if task_metadata: + meta = meta or {} + meta["modelcontextprotocol.io/task"] = ( + task_metadata.model_dump(exclude_none=True) + ) + + result = await client.call_tool_mcp( + name=backend_name, arguments=arguments, meta=meta + ) + if result.isError: + raise ToolError(cast(mcp.types.TextContent, result.content[0]).text) + # Preserve backend's meta (includes task metadata for background tasks) + return ToolResult( + content=result.content, + structured_content=result.structuredContent, + meta=result.meta, ) - if result.isError: - raise ToolError(cast(mcp.types.TextContent, result.content[0]).text) - # Preserve backend's meta (includes task metadata for background tasks) - return ToolResult( - content=result.content, - structured_content=result.structuredContent, - meta=result.meta, - ) + + def get_span_attributes(self) -> dict[str, Any]: + return super().get_span_attributes() | { + "fastmcp.provider.type": "ProxyProvider", + "fastmcp.proxy.backend_name": self._backend_name, + } class ProxyResource(Resource): @@ -209,37 +221,47 @@ async def read(self) -> ResourceResult: return self._cached_content backend_uri = self._backend_uri or str(self.uri) - client = await self._get_client() - async with client: - result = await client.read_resource(backend_uri) - if not result: - raise ResourceError( - f"Remote server returned empty content for {backend_uri}" - ) + with client_span( + f"proxy resource {backend_uri}", "resources/read", backend_uri + ) as span: + span.set_attribute("fastmcp.provider.type", "ProxyProvider") + client = await self._get_client() + async with client: + result = await client.read_resource(backend_uri) + if not result: + raise ResourceError( + f"Remote server returned empty content for {backend_uri}" + ) - # Process all items in the result list, not just the first one - contents: list[ResourceContent] = [] - for item in result: - if isinstance(item, TextResourceContents): - contents.append( - ResourceContent( - content=item.text, - mime_type=item.mimeType, - meta=item.meta, + # Process all items in the result list, not just the first one + contents: list[ResourceContent] = [] + for item in result: + if isinstance(item, TextResourceContents): + contents.append( + ResourceContent( + content=item.text, + mime_type=item.mimeType, + meta=item.meta, + ) ) - ) - elif isinstance(item, BlobResourceContents): - contents.append( - ResourceContent( - content=base64.b64decode(item.blob), - mime_type=item.mimeType, - meta=item.meta, + elif isinstance(item, BlobResourceContents): + contents.append( + ResourceContent( + content=base64.b64decode(item.blob), + mime_type=item.mimeType, + meta=item.meta, + ) ) - ) - else: - raise ResourceError(f"Unsupported content type: {type(item)}") + else: + raise ResourceError(f"Unsupported content type: {type(item)}") + + return ResourceResult(contents=contents) - return ResourceResult(contents=contents) + def get_span_attributes(self) -> dict[str, Any]: + return super().get_span_attributes() | { + "fastmcp.provider.type": "ProxyProvider", + "fastmcp.proxy.backend_uri": self._backend_uri, + } class ProxyTemplate(ResourceTemplate): @@ -350,6 +372,12 @@ async def create_resource( _cached_content=cached_content, ) + def get_span_attributes(self) -> dict[str, Any]: + return super().get_span_attributes() | { + "fastmcp.provider.type": "ProxyProvider", + "fastmcp.proxy.backend_uri_template": self._backend_uri_template, + } + class ProxyPrompt(Prompt): """A Prompt that represents and renders a prompt from a remote server.""" @@ -404,18 +432,31 @@ def from_mcp_prompt( async def render(self, arguments: dict[str, Any]) -> PromptResult: # type: ignore[override] """Render the prompt by making a call through the client.""" - client = await self._get_client() - async with client: - result = await client.get_prompt(self._backend_name or self.name, arguments) - # Convert GetPromptResult to PromptResult, preserving runtime meta from the result - # (not the static prompt meta which includes fastmcp tags) - # Convert PromptMessages to Messages - messages = [Message(content=m.content, role=m.role) for m in result.messages] - return PromptResult( - messages=messages, - description=result.description, - meta=result.meta, - ) + backend_name = self._backend_name or self.name + with client_span( + f"proxy prompt {backend_name}", "prompts/get", backend_name + ) as span: + span.set_attribute("fastmcp.provider.type", "ProxyProvider") + client = await self._get_client() + async with client: + result = await client.get_prompt(backend_name, arguments) + # Convert GetPromptResult to PromptResult, preserving meta from result + # (not the static prompt meta which includes fastmcp tags) + # Convert PromptMessages to Messages + messages = [ + Message(content=m.content, role=m.role) for m in result.messages + ] + return PromptResult( + messages=messages, + description=result.description, + meta=result.meta, + ) + + def get_span_attributes(self) -> dict[str, Any]: + return super().get_span_attributes() | { + "fastmcp.provider.type": "ProxyProvider", + "fastmcp.proxy.backend_name": self._backend_name, + } # ----------------------------------------------------------------------------- diff --git a/src/fastmcp/server/server.py b/src/fastmcp/server/server.py index b10f5071fa..308f44beb6 100644 --- a/src/fastmcp/server/server.py +++ b/src/fastmcp/server/server.py @@ -84,6 +84,7 @@ from fastmcp.server.providers import LocalProvider, Provider from fastmcp.server.providers.aggregate import AggregateProvider from fastmcp.server.tasks.config import TaskConfig, TaskMeta +from fastmcp.server.telemetry import server_span from fastmcp.server.transforms import ( Namespace, ToolTransform, @@ -159,6 +160,7 @@ def _resolve_on_duplicate( # Compiled URI parsing regex to split a URI into protocol and path components URI_PATTERN = re.compile(r"^([^:]+://)(.*?)$") + LifespanCallable = Callable[ ["FastMCP[LifespanResultT]"], AbstractAsyncContextManager[LifespanResultT] ] @@ -1470,23 +1472,26 @@ async def call_tool( ) # Core logic: find and execute tool (providers queried in parallel) - tool = await self.get_tool(name) - # Set fn_key for background task routing - if task_meta is not None and task_meta.fn_key is None: - task_meta = replace(task_meta, fn_key=tool.key) - try: - return await tool._run(arguments or {}, task_meta=task_meta) - except FastMCPError: - logger.exception(f"Error calling tool {name!r}") - raise - except (ValidationError, PydanticValidationError): - logger.exception(f"Error validating tool {name!r}") - raise - except Exception as e: - logger.exception(f"Error calling tool {name!r}") - if self._mask_error_details: - raise ToolError(f"Error calling tool {name!r}") from e - raise ToolError(f"Error calling tool {name!r}: {e}") from e + with server_span( + f"tool {name}", "tools/call", self.name, "tool", name + ) as span: + tool = await self.get_tool(name) + span.set_attributes(tool.get_span_attributes()) + if task_meta is not None and task_meta.fn_key is None: + task_meta = replace(task_meta, fn_key=tool.key) + try: + return await tool._run(arguments or {}, task_meta=task_meta) + except FastMCPError: + logger.exception(f"Error calling tool {name!r}") + raise + except (ValidationError, PydanticValidationError): + logger.exception(f"Error validating tool {name!r}") + raise + except Exception as e: + logger.exception(f"Error calling tool {name!r}") + if self._mask_error_details: + raise ToolError(f"Error calling tool {name!r}") from e + raise ToolError(f"Error calling tool {name!r}: {e}") from e @overload async def read_resource( @@ -1561,44 +1566,47 @@ async def read_resource( ) # Core logic: find and read resource (providers queried in parallel) - # Try concrete resources first - try: - resource = await self.get_resource(uri) - # Set fn_key for background task routing - if task_meta is not None and task_meta.fn_key is None: - task_meta = replace(task_meta, fn_key=resource.key) - return await resource._read(task_meta=task_meta) - except NotFoundError: - pass # Fall through to try templates - except (FastMCPError, McpError): - logger.exception(f"Error reading resource {uri!r}") - raise - except Exception as e: - logger.exception(f"Error reading resource {uri!r}") - if self._mask_error_details: - raise ResourceError(f"Error reading resource {uri!r}") from e - raise ResourceError(f"Error reading resource {uri!r}: {e}") from e + with server_span( + f"resource {uri}", "resources/read", self.name, "resource", uri + ) as span: + # Try concrete resources first + try: + resource = await self.get_resource(uri) + span.set_attributes(resource.get_span_attributes()) + if task_meta is not None and task_meta.fn_key is None: + task_meta = replace(task_meta, fn_key=resource.key) + return await resource._read(task_meta=task_meta) + except NotFoundError: + pass # Fall through to try templates + except (FastMCPError, McpError): + logger.exception(f"Error reading resource {uri!r}") + raise + except Exception as e: + logger.exception(f"Error reading resource {uri!r}") + if self._mask_error_details: + raise ResourceError(f"Error reading resource {uri!r}") from e + raise ResourceError(f"Error reading resource {uri!r}: {e}") from e - # Try templates - try: - template = await self.get_resource_template(uri) - except NotFoundError: - raise NotFoundError(f"Unknown resource: {uri!r}") from None - params = template.matches(uri) - assert params is not None # get_resource_template already verified match - # Set fn_key for background task routing - if task_meta is not None and task_meta.fn_key is None: - task_meta = replace(task_meta, fn_key=template.key) - try: - return await template._read(uri, params, task_meta=task_meta) - except (FastMCPError, McpError): - logger.exception(f"Error reading resource {uri!r}") - raise - except Exception as e: - logger.exception(f"Error reading resource {uri!r}") - if self._mask_error_details: - raise ResourceError(f"Error reading resource {uri!r}") from e - raise ResourceError(f"Error reading resource {uri!r}: {e}") from e + # Try templates + try: + template = await self.get_resource_template(uri) + except NotFoundError: + raise NotFoundError(f"Unknown resource: {uri!r}") from None + span.set_attributes(template.get_span_attributes()) + params = template.matches(uri) + assert params is not None + if task_meta is not None and task_meta.fn_key is None: + task_meta = replace(task_meta, fn_key=template.key) + try: + return await template._read(uri, params, task_meta=task_meta) + except (FastMCPError, McpError): + logger.exception(f"Error reading resource {uri!r}") + raise + except Exception as e: + logger.exception(f"Error reading resource {uri!r}") + if self._mask_error_details: + raise ResourceError(f"Error reading resource {uri!r}") from e + raise ResourceError(f"Error reading resource {uri!r}: {e}") from e @overload async def render_prompt( @@ -1672,20 +1680,23 @@ async def render_prompt( ) # Core logic: find and render prompt (providers queried in parallel) - prompt = await self.get_prompt(name) - # Set fn_key for background task routing - if task_meta is not None and task_meta.fn_key is None: - task_meta = replace(task_meta, fn_key=prompt.key) - try: - return await prompt._render(arguments, task_meta=task_meta) - except (FastMCPError, McpError): - logger.exception(f"Error rendering prompt {name!r}") - raise - except Exception as e: - logger.exception(f"Error rendering prompt {name!r}") - if self._mask_error_details: - raise PromptError(f"Error rendering prompt {name!r}") from e - raise PromptError(f"Error rendering prompt {name!r}: {e}") from e + with server_span( + f"prompt {name}", "prompts/get", self.name, "prompt", name + ) as span: + prompt = await self.get_prompt(name) + span.set_attributes(prompt.get_span_attributes()) + if task_meta is not None and task_meta.fn_key is None: + task_meta = replace(task_meta, fn_key=prompt.key) + try: + return await prompt._render(arguments, task_meta=task_meta) + except (FastMCPError, McpError): + logger.exception(f"Error rendering prompt {name!r}") + raise + except Exception as e: + logger.exception(f"Error rendering prompt {name!r}") + if self._mask_error_details: + raise PromptError(f"Error rendering prompt {name!r}") from e + raise PromptError(f"Error rendering prompt {name!r}: {e}") from e def custom_route( self, diff --git a/src/fastmcp/server/telemetry.py b/src/fastmcp/server/telemetry.py new file mode 100644 index 0000000000..6bfa8c0769 --- /dev/null +++ b/src/fastmcp/server/telemetry.py @@ -0,0 +1,125 @@ +"""Server-side telemetry helpers.""" + +from collections.abc import Generator +from contextlib import contextmanager + +from mcp.server.lowlevel.server import request_ctx +from opentelemetry.context import Context +from opentelemetry.trace import Span, SpanKind, Status, StatusCode + +from fastmcp.telemetry import extract_trace_context, get_tracer + + +def get_auth_span_attributes() -> dict[str, str]: + """Get auth attributes for the current request, if authenticated.""" + from fastmcp.server.dependencies import get_access_token + + attrs: dict[str, str] = {} + try: + token = get_access_token() + if token: + if token.client_id: + attrs["enduser.id"] = token.client_id + if token.scopes: + attrs["enduser.scope"] = " ".join(token.scopes) + except RuntimeError: + pass + return attrs + + +def get_session_span_attributes() -> dict[str, str]: + """Get session attributes for the current request.""" + from fastmcp.server.dependencies import get_context + + attrs: dict[str, str] = {} + try: + ctx = get_context() + if ctx.request_context is not None and ctx.session_id is not None: + attrs["fastmcp.session.id"] = ctx.session_id + except RuntimeError: + pass + return attrs + + +def _get_parent_trace_context() -> Context | None: + """Get parent trace context from request meta for distributed tracing.""" + try: + req_ctx = request_ctx.get() + if req_ctx and hasattr(req_ctx, "meta") and req_ctx.meta: + return extract_trace_context(dict(req_ctx.meta)) + except LookupError: + pass + return None + + +@contextmanager +def server_span( + name: str, + method: str, + server_name: str, + component_type: str, + component_key: str, +) -> Generator[Span, None, None]: + """Create a SERVER span with standard MCP attributes and auth context. + + Automatically records any exception on the span and sets error status. + """ + tracer = get_tracer() + with tracer.start_as_current_span( + name, + context=_get_parent_trace_context(), + kind=SpanKind.SERVER, + ) as span: + span.set_attributes( + { + "rpc.system": "mcp", + "rpc.service": server_name, + "rpc.method": method, + "fastmcp.server.name": server_name, + "fastmcp.component.type": component_type, + "fastmcp.component.key": component_key, + **get_auth_span_attributes(), + **get_session_span_attributes(), + } + ) + try: + yield span + except Exception as e: + span.record_exception(e) + span.set_status(Status(StatusCode.ERROR)) + raise + + +@contextmanager +def delegate_span( + name: str, + provider_type: str, + component_key: str, +) -> Generator[Span, None, None]: + """Create an INTERNAL span for provider delegation. + + Used by FastMCPProvider when delegating to mounted servers. + Automatically records any exception on the span and sets error status. + """ + tracer = get_tracer() + with tracer.start_as_current_span(f"delegate {name}") as span: + span.set_attributes( + { + "fastmcp.provider.type": provider_type, + "fastmcp.component.key": component_key, + } + ) + try: + yield span + except Exception as e: + span.record_exception(e) + span.set_status(Status(StatusCode.ERROR)) + raise + + +__all__ = [ + "delegate_span", + "get_auth_span_attributes", + "get_session_span_attributes", + "server_span", +] diff --git a/src/fastmcp/telemetry.py b/src/fastmcp/telemetry.py new file mode 100644 index 0000000000..b30695b56f --- /dev/null +++ b/src/fastmcp/telemetry.py @@ -0,0 +1,122 @@ +"""OpenTelemetry instrumentation for FastMCP. + +This module provides native OpenTelemetry integration for FastMCP servers and clients. +It uses only the opentelemetry-api package, so telemetry is a no-op unless the user +installs an OpenTelemetry SDK and configures exporters. + +Example usage with SDK: + ```python + from opentelemetry import trace + from opentelemetry.sdk.trace import TracerProvider + from opentelemetry.sdk.trace.export import ConsoleSpanExporter, SimpleSpanProcessor + + # Configure the SDK (user responsibility) + provider = TracerProvider() + provider.add_span_processor(SimpleSpanProcessor(ConsoleSpanExporter())) + trace.set_tracer_provider(provider) + + # Now FastMCP will emit traces + from fastmcp import FastMCP + mcp = FastMCP("my-server") + ``` +""" + +from typing import Any + +from opentelemetry import context as otel_context +from opentelemetry import propagate, trace +from opentelemetry.context import Context +from opentelemetry.trace import Span, Status, StatusCode, Tracer +from opentelemetry.trace import get_tracer as otel_get_tracer + +INSTRUMENTATION_NAME = "fastmcp" + +TRACE_PARENT_KEY = "fastmcp.traceparent" +TRACE_STATE_KEY = "fastmcp.tracestate" + + +def get_tracer(version: str | None = None) -> Tracer: + """Get the FastMCP tracer for creating spans. + + Args: + version: Optional version string for the instrumentation + + Returns: + A tracer instance. Returns a no-op tracer if no SDK is configured. + """ + return otel_get_tracer(INSTRUMENTATION_NAME, version) + + +def inject_trace_context( + meta: dict[str, Any] | None = None, +) -> dict[str, Any] | None: + """Inject current trace context into a meta dict for MCP request propagation. + + Args: + meta: Optional existing meta dict to merge with trace context + + Returns: + A new dict containing the original meta (if any) plus trace context keys, + or None if no trace context to inject and meta was None + """ + carrier: dict[str, str] = {} + propagate.inject(carrier) + + trace_meta: dict[str, Any] = {} + if "traceparent" in carrier: + trace_meta[TRACE_PARENT_KEY] = carrier["traceparent"] + if "tracestate" in carrier: + trace_meta[TRACE_STATE_KEY] = carrier["tracestate"] + + if trace_meta: + return {**(meta or {}), **trace_meta} + return meta + + +def record_span_error(span: Span, exception: BaseException) -> None: + """Record an exception on a span and set error status.""" + span.record_exception(exception) + span.set_status(Status(StatusCode.ERROR)) + + +def extract_trace_context(meta: dict[str, Any] | None) -> Context: + """Extract trace context from an MCP request meta dict. + + If already in a valid trace (e.g., from HTTP propagation), the existing + trace context is preserved and meta is not used. + + Args: + meta: The meta dict from an MCP request (ctx.request_context.meta) + + Returns: + An OpenTelemetry Context with the extracted trace context, + or the current context if no trace context found or already in a trace + """ + # Don't override existing trace context (e.g., from HTTP propagation) + current_span = trace.get_current_span() + if current_span.get_span_context().is_valid: + return otel_context.get_current() + + if not meta: + return otel_context.get_current() + + carrier: dict[str, str] = {} + if TRACE_PARENT_KEY in meta: + carrier["traceparent"] = str(meta[TRACE_PARENT_KEY]) + if TRACE_STATE_KEY in meta: + carrier["tracestate"] = str(meta[TRACE_STATE_KEY]) + + if carrier: + return propagate.extract(carrier) + return otel_context.get_current() + + +__all__ = [ + "INSTRUMENTATION_NAME", + "TRACE_PARENT_KEY", + "TRACE_STATE_KEY", + "extract_trace_context", + "get_tracer", + "inject_trace_context", + "record_span_error", +] diff --git a/src/fastmcp/tools/tool.py b/src/fastmcp/tools/tool.py index 0cc71a0368..608e345c21 100644 --- a/src/fastmcp/tools/tool.py +++ b/src/fastmcp/tools/tool.py @@ -394,6 +394,12 @@ def from_tool( meta=meta, ) + def get_span_attributes(self) -> dict[str, Any]: + return super().get_span_attributes() | { + "fastmcp.component.type": "tool", + "fastmcp.provider.type": "LocalProvider", + } + def _serialize_with_fallback( result: Any, serializer: ToolResultSerializerType | None = None diff --git a/src/fastmcp/utilities/components.py b/src/fastmcp/utilities/components.py index 1ea74594d8..af083dd951 100644 --- a/src/fastmcp/utilities/components.py +++ b/src/fastmcp/utilities/components.py @@ -182,3 +182,10 @@ async def add_to_docket( raise NotImplementedError( f"{self.__class__.__name__} does not implement add_to_docket()" ) + + def get_span_attributes(self) -> dict[str, Any]: + """Return span attributes for telemetry. + + Subclasses should call super() and merge their specific attributes. + """ + return {"fastmcp.component.key": self.key} diff --git a/tests/client/telemetry/__init__.py b/tests/client/telemetry/__init__.py new file mode 100644 index 0000000000..e69de29bb2 diff --git a/tests/client/telemetry/test_client_tracing.py b/tests/client/telemetry/test_client_tracing.py new file mode 100644 index 0000000000..94633fe3ef --- /dev/null +++ b/tests/client/telemetry/test_client_tracing.py @@ -0,0 +1,611 @@ +"""Tests for client OpenTelemetry tracing.""" + +from __future__ import annotations + +from collections.abc import AsyncGenerator + +import pytest +from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter +from opentelemetry.trace import SpanKind, StatusCode + +from fastmcp import Client, FastMCP +from fastmcp.exceptions import ToolError + + +class TestClientToolTracing: + """Tests for client tool call tracing.""" + + async def test_call_tool_creates_span(self, trace_exporter: InMemorySpanExporter): + server = FastMCP("test-server") + + @server.tool() + def greet(name: str) -> str: + return f"Hello, {name}!" + + client = Client(server) + async with client: + result = await client.call_tool("greet", {"name": "World"}) + assert "Hello, World!" in str(result) + + spans = trace_exporter.get_finished_spans() + span_names = [s.name for s in spans] + + # Client should create "tool greet" span + assert "tool greet" in span_names + + async def test_call_tool_span_attributes( + self, trace_exporter: InMemorySpanExporter + ): + server = FastMCP("test-server") + + @server.tool() + def add(a: int, b: int) -> int: + return a + b + + client = Client(server) + async with client: + await client.call_tool("add", {"a": 1, "b": 2}) + + spans = trace_exporter.get_finished_spans() + + # Find client-side span (doesn't have fastmcp.server.name) + client_span = next( + ( + s + for s in spans + if s.name == "tool add" + and s.attributes is not None + and "fastmcp.server.name" not in s.attributes + ), + None, + ) + assert client_span is not None + assert client_span.attributes["rpc.system"] == "mcp" + assert client_span.attributes["rpc.method"] == "tools/call" + assert client_span.attributes["fastmcp.component.key"] == "add" + + +class TestClientResourceTracing: + """Tests for client resource read tracing.""" + + async def test_read_resource_creates_span( + self, trace_exporter: InMemorySpanExporter + ): + server = FastMCP("test-server") + + @server.resource("data://config") + def get_config() -> str: + return "config data" + + client = Client(server) + async with client: + result = await client.read_resource("data://config") + assert "config data" in str(result) + + spans = trace_exporter.get_finished_spans() + span_names = [s.name for s in spans] + + # Client should create "resource data://config" span + assert "resource data://config" in span_names + + async def test_read_resource_span_attributes( + self, trace_exporter: InMemorySpanExporter + ): + server = FastMCP("test-server") + + @server.resource("data://config") + def get_config() -> str: + return "config value" + + client = Client(server) + async with client: + await client.read_resource("data://config") + + spans = trace_exporter.get_finished_spans() + + # Find client-side resource span (doesn't have fastmcp.server.name) + client_span = next( + ( + s + for s in spans + if s.name.startswith("resource data://") + and s.attributes is not None + and "fastmcp.server.name" not in s.attributes + ), + None, + ) + assert client_span is not None + assert client_span.attributes["rpc.system"] == "mcp" + assert client_span.attributes["rpc.method"] == "resources/read" + # The URI may be normalized with trailing slash + assert "data://" in str(client_span.attributes["fastmcp.component.key"]) + + +class TestClientPromptTracing: + """Tests for client prompt get tracing.""" + + async def test_get_prompt_creates_span(self, trace_exporter: InMemorySpanExporter): + server = FastMCP("test-server") + + @server.prompt() + def greeting() -> str: + return "Hello from prompt!" + + client = Client(server) + async with client: + result = await client.get_prompt("greeting") + assert "Hello from prompt!" in str(result) + + spans = trace_exporter.get_finished_spans() + span_names = [s.name for s in spans] + + # Client should create "prompt greeting" span + assert "prompt greeting" in span_names + + async def test_get_prompt_span_attributes( + self, trace_exporter: InMemorySpanExporter + ): + server = FastMCP("test-server") + + @server.prompt() + def welcome(name: str) -> str: + return f"Welcome, {name}!" + + client = Client(server) + async with client: + await client.get_prompt("welcome", {"name": "Test"}) + + spans = trace_exporter.get_finished_spans() + + # Find client-side prompt span (doesn't have fastmcp.server.name) + client_span = next( + ( + s + for s in spans + if s.name == "prompt welcome" + and s.attributes is not None + and "fastmcp.server.name" not in s.attributes + ), + None, + ) + assert client_span is not None + assert client_span.attributes["rpc.system"] == "mcp" + assert client_span.attributes["rpc.method"] == "prompts/get" + assert client_span.attributes["fastmcp.component.key"] == "welcome" + + +class TestClientServerSpanHierarchy: + """Tests for span relationships between client and server.""" + + async def test_client_and_server_spans_created( + self, trace_exporter: InMemorySpanExporter + ): + """Both client and server should create spans for the same operation.""" + server = FastMCP("test-server") + + @server.tool() + def echo(message: str) -> str: + return message + + client = Client(server) + async with client: + await client.call_tool("echo", {"message": "test"}) + + spans = trace_exporter.get_finished_spans() + + # Find client span (no fastmcp.server.name) and server span (has fastmcp.server.name) + client_span = next( + ( + s + for s in spans + if s.name == "tool echo" + and s.attributes is not None + and "fastmcp.server.name" not in s.attributes + ), + None, + ) + server_span = next( + ( + s + for s in spans + if s.name == "tool echo" + and s.attributes is not None + and "fastmcp.server.name" in s.attributes + ), + None, + ) + + # Both spans should exist + assert client_span is not None, "Client should create a span" + assert server_span is not None, "Server should create a span" + + # Verify span kinds are correct + assert client_span.kind == SpanKind.CLIENT, "Client span should be CLIENT kind" + assert server_span.kind == SpanKind.SERVER, "Server span should be SERVER kind" + + # Verify the spans have different characteristics + assert client_span.attributes["rpc.method"] == "tools/call" + assert server_span.attributes["fastmcp.server.name"] == "test-server" + + async def test_trace_context_propagation( + self, trace_exporter: InMemorySpanExporter + ): + """Server span should be a child of client span via trace context propagation.""" + server = FastMCP("test-server") + + @server.tool() + def add(a: int, b: int) -> int: + return a + b + + client = Client(server) + async with client: + await client.call_tool("add", {"a": 1, "b": 2}) + + spans = trace_exporter.get_finished_spans() + + # Find client span and server span + client_span = next( + ( + s + for s in spans + if s.name == "tool add" + and s.attributes is not None + and "fastmcp.server.name" not in s.attributes + ), + None, + ) + server_span = next( + ( + s + for s in spans + if s.name == "tool add" + and s.attributes is not None + and "fastmcp.server.name" in s.attributes + ), + None, + ) + + assert client_span is not None, "Client span should exist" + assert server_span is not None, "Server span should exist" + + # Verify trace context propagation: server span should be child of client span + # Both should share the same trace_id + assert server_span.context.trace_id == client_span.context.trace_id, ( + "Server and client spans should share the same trace_id" + ) + + # Server span's parent should be the client span + assert server_span.parent is not None, "Server span should have a parent" + assert server_span.parent.span_id == client_span.context.span_id, ( + "Server span's parent should be the client span" + ) + + +class TestClientErrorTracing: + """Tests for client span creation during errors. + + Note: MCP protocol errors are returned as successful responses with error content, + so client spans may not have ERROR status even when the operation fails. This is + different from server-side where exceptions happen inside the span. + + The server-side span WILL have ERROR status because the exception occurs within + the server's span context. The client span represents the successful MCP protocol + round-trip, while application-level errors are communicated via the response. + """ + + async def test_call_tool_error_creates_spans( + self, trace_exporter: InMemorySpanExporter + ): + """Both client and server spans should be created when tool fails.""" + server = FastMCP("test-server") + + @server.tool() + def failing_tool() -> str: + raise ValueError("Something went wrong") + + client = Client(server) + async with client: + with pytest.raises(ToolError): + await client.call_tool("failing_tool", {}) + + spans = trace_exporter.get_finished_spans() + + # Find client-side span + client_span = next( + ( + s + for s in spans + if s.name == "tool failing_tool" + and s.attributes is not None + and "fastmcp.server.name" not in s.attributes + ), + None, + ) + # Find server-side span + server_span = next( + ( + s + for s in spans + if s.name == "tool failing_tool" + and s.attributes is not None + and "fastmcp.server.name" in s.attributes + ), + None, + ) + + # Both spans should exist + assert client_span is not None, "Client should create a span" + assert server_span is not None, "Server should create a span" + + # Server span should have ERROR status (exception inside span) + assert server_span.status.status_code == StatusCode.ERROR + + async def test_read_resource_error_creates_spans( + self, trace_exporter: InMemorySpanExporter + ): + """Both client and server spans should be created when resource read fails.""" + server = FastMCP("test-server") + + @server.resource("data://fail") + def failing_resource() -> str: + raise ValueError("Resource error") + + client = Client(server) + async with client: + with pytest.raises(Exception): + await client.read_resource("data://fail") + + spans = trace_exporter.get_finished_spans() + + # Find client-side span + client_span = next( + ( + s + for s in spans + if s.name.startswith("resource data://fail") + and s.attributes is not None + and "fastmcp.server.name" not in s.attributes + ), + None, + ) + # Find server-side span + server_span = next( + ( + s + for s in spans + if s.name.startswith("resource data://fail") + and s.attributes is not None + and "fastmcp.server.name" in s.attributes + ), + None, + ) + + # Both spans should exist + assert client_span is not None, "Client should create a span" + assert server_span is not None, "Server should create a span" + + # Server span should have ERROR status + assert server_span.status.status_code == StatusCode.ERROR + + async def test_get_prompt_error_creates_spans( + self, trace_exporter: InMemorySpanExporter + ): + """Both client and server spans should be created when prompt get fails.""" + server = FastMCP("test-server") + + @server.prompt() + def failing_prompt() -> str: + raise ValueError("Prompt error") + + client = Client(server) + async with client: + with pytest.raises(Exception): + await client.get_prompt("failing_prompt", {}) + + spans = trace_exporter.get_finished_spans() + + # Find client-side span + client_span = next( + ( + s + for s in spans + if s.name == "prompt failing_prompt" + and s.attributes is not None + and "fastmcp.server.name" not in s.attributes + ), + None, + ) + # Find server-side span + server_span = next( + ( + s + for s in spans + if s.name == "prompt failing_prompt" + and s.attributes is not None + and "fastmcp.server.name" in s.attributes + ), + None, + ) + + # Both spans should exist + assert client_span is not None, "Client should create a span" + assert server_span is not None, "Server should create a span" + + # Server span should have ERROR status + assert server_span.status.status_code == StatusCode.ERROR + + async def test_call_nonexistent_tool_creates_spans( + self, trace_exporter: InMemorySpanExporter + ): + """Both client and server spans should be created for nonexistent tool.""" + server = FastMCP("test-server") + + client = Client(server) + async with client: + with pytest.raises(Exception): + await client.call_tool("nonexistent", {}) + + spans = trace_exporter.get_finished_spans() + + # Find client-side span + client_span = next( + ( + s + for s in spans + if s.name == "tool nonexistent" + and s.attributes is not None + and "fastmcp.server.name" not in s.attributes + ), + None, + ) + # Find server-side span + server_span = next( + ( + s + for s in spans + if s.name == "tool nonexistent" + and s.attributes is not None + and "fastmcp.server.name" in s.attributes + ), + None, + ) + + # Both spans should exist + assert client_span is not None, "Client should create a span" + assert server_span is not None, "Server should create a span" + + # Server span should have ERROR status + assert server_span.status.status_code == StatusCode.ERROR + + +class TestSessionIdOnSpans: + """Tests for session ID capture on client and server spans. + + Session IDs are only available with HTTP transport (StreamableHttp). + """ + + @pytest.fixture + async def http_server_url(self) -> AsyncGenerator[str, None]: + """Start an HTTP server and return its URL.""" + from fastmcp.utilities.tests import run_server_async + + server = FastMCP("session-test-server") + + @server.tool() + def echo(message: str) -> str: + return message + + async with run_server_async(server) as url: + yield url + + async def test_client_span_includes_session_id( + self, + trace_exporter: InMemorySpanExporter, + http_server_url: str, + ): + """Client span should include session ID when using HTTP transport.""" + from fastmcp.client.transports import StreamableHttpTransport + + transport = StreamableHttpTransport(http_server_url) + client = Client(transport=transport) + async with client: + await client.call_tool("echo", {"message": "test"}) + + spans = trace_exporter.get_finished_spans() + + # Find client-side span + client_span = next( + ( + s + for s in spans + if s.name == "tool echo" + and s.attributes is not None + and "fastmcp.server.name" not in s.attributes + ), + None, + ) + + assert client_span is not None, "Client should create a span" + assert "fastmcp.session.id" in client_span.attributes + assert client_span.attributes["fastmcp.session.id"] is not None + + async def test_server_span_includes_session_id( + self, + trace_exporter: InMemorySpanExporter, + http_server_url: str, + ): + """Server span should include session ID when called via HTTP.""" + from fastmcp.client.transports import StreamableHttpTransport + + transport = StreamableHttpTransport(http_server_url) + client = Client(transport=transport) + async with client: + await client.call_tool("echo", {"message": "test"}) + + spans = trace_exporter.get_finished_spans() + + # Find server-side span + server_span = next( + ( + s + for s in spans + if s.name == "tool echo" + and s.attributes is not None + and "fastmcp.server.name" in s.attributes + ), + None, + ) + + assert server_span is not None, "Server should create a span" + assert "fastmcp.session.id" in server_span.attributes + assert server_span.attributes["fastmcp.session.id"] is not None + + async def test_client_and_server_share_same_session_id( + self, + trace_exporter: InMemorySpanExporter, + http_server_url: str, + ): + """Client and server spans should have the same session ID.""" + from fastmcp.client.transports import StreamableHttpTransport + + transport = StreamableHttpTransport(http_server_url) + client = Client(transport=transport) + async with client: + await client.call_tool("echo", {"message": "test"}) + + spans = trace_exporter.get_finished_spans() + + # Find both spans + client_span = next( + ( + s + for s in spans + if s.name == "tool echo" + and s.attributes is not None + and "fastmcp.server.name" not in s.attributes + ), + None, + ) + server_span = next( + ( + s + for s in spans + if s.name == "tool echo" + and s.attributes is not None + and "fastmcp.server.name" in s.attributes + ), + None, + ) + + assert client_span is not None + assert server_span is not None + + # Both should have session IDs and they should match + client_session = client_span.attributes.get("fastmcp.session.id") + server_session = server_span.attributes.get("fastmcp.session.id") + + assert client_session is not None, "Client span should have session ID" + assert server_session is not None, "Server span should have session ID" + assert client_session == server_session, ( + "Client and server should share the same session ID" + ) diff --git a/tests/conftest.py b/tests/conftest.py index b45824a9ed..043835c362 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -1,11 +1,15 @@ import asyncio import socket import sys -from collections.abc import Callable +from collections.abc import Callable, Generator from pathlib import Path from typing import Any import pytest +from opentelemetry import trace +from opentelemetry.sdk.trace import TracerProvider +from opentelemetry.sdk.trace.export import SimpleSpanProcessor +from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter from fastmcp.utilities.tests import temporary_settings @@ -81,3 +85,29 @@ def get_port(): return port return get_port + + +@pytest.fixture(scope="session") +def otel_trace_provider() -> Generator[ + tuple[TracerProvider, InMemorySpanExporter], None, None +]: + """Configure OTEL SDK with in-memory span exporter for testing. + + Session-scoped because TracerProvider can only be set once per process. + """ + exporter = InMemorySpanExporter() + provider = TracerProvider() + provider.add_span_processor(SimpleSpanProcessor(exporter)) + trace.set_tracer_provider(provider) + yield provider, exporter + + +@pytest.fixture +def trace_exporter( + otel_trace_provider: tuple[TracerProvider, InMemorySpanExporter], +) -> Generator[InMemorySpanExporter, None, None]: + """Get the span exporter and clear it between tests.""" + _, exporter = otel_trace_provider + exporter.clear() + yield exporter + exporter.clear() diff --git a/tests/server/providers/proxy/test_proxy_server.py b/tests/server/providers/proxy/test_proxy_server.py index 278011ee2d..8c0ec2b7d1 100644 --- a/tests/server/providers/proxy/test_proxy_server.py +++ b/tests/server/providers/proxy/test_proxy_server.py @@ -214,7 +214,9 @@ async def async_factory(): proxy = FastMCPProxy(client_factory=async_factory) assert isinstance(proxy, FastMCPProxy) assert inspect.iscoroutinefunction(proxy.client_factory) - client = await proxy.client_factory() + client = proxy.client_factory() + if inspect.isawaitable(client): + client = await client assert isinstance(client, Client) assert isinstance(client.transport, StreamableHttpTransport) assert client.transport.url == "http://example.com/mcp/" diff --git a/tests/server/telemetry/__init__.py b/tests/server/telemetry/__init__.py new file mode 100644 index 0000000000..bdcf541733 --- /dev/null +++ b/tests/server/telemetry/__init__.py @@ -0,0 +1 @@ +"""Tests for FastMCP server telemetry.""" diff --git a/tests/server/telemetry/test_provider_tracing.py b/tests/server/telemetry/test_provider_tracing.py new file mode 100644 index 0000000000..c0bf71e9b7 --- /dev/null +++ b/tests/server/telemetry/test_provider_tracing.py @@ -0,0 +1,129 @@ +"""Tests for provider-level OpenTelemetry tracing.""" + +from __future__ import annotations + +from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter + +from fastmcp import FastMCP + + +class TestFastMCPProviderTracing: + """Tests for FastMCPProvider delegation tracing.""" + + async def test_mounted_tool_creates_delegate_span( + self, trace_exporter: InMemorySpanExporter + ): + # Create a child server with a tool + child = FastMCP("child-server") + + @child.tool() + def child_tool() -> str: + return "child result" + + # Create parent server and mount child with namespace + parent = FastMCP("parent-server") + parent.mount(child, namespace="child") + + # Call the tool through the parent (namespace uses underscore, not slash) + result = await parent.call_tool("child_child_tool", {}) + assert "child result" in str(result) + + # Check spans: should have parent tool span, delegate span, and child tool span + spans = trace_exporter.get_finished_spans() + span_names = [s.name for s in spans] + + # Parent server creates "tool child_child_tool" + assert "tool child_child_tool" in span_names + # FastMCPProvider creates "delegate child_tool" + assert "delegate child_tool" in span_names + # Child server creates "tool child_tool" + assert "tool child_tool" in span_names + + # Verify delegate span has correct attributes + delegate_span = next(s for s in spans if s.name == "delegate child_tool") + assert delegate_span.attributes["fastmcp.provider.type"] == "FastMCPProvider" + assert delegate_span.attributes["fastmcp.component.key"] == "child_tool" + + async def test_mounted_resource_creates_delegate_span( + self, trace_exporter: InMemorySpanExporter + ): + # Create a child server with a resource + child = FastMCP("child-server") + + @child.resource("data://config") + def child_config() -> str: + return "config data" + + # Create parent server and mount child with namespace + parent = FastMCP("parent-server") + parent.mount(child, namespace="child") + + # Read the resource through the parent (namespace is in the URI path) + result = await parent.read_resource("data://child/config") + assert "config data" in str(result) + + spans = trace_exporter.get_finished_spans() + span_names = [s.name for s in spans] + + # Should have delegate span for resource + assert any( + "delegate" in name and "data://config" in name for name in span_names + ) + + async def test_mounted_prompt_creates_delegate_span( + self, trace_exporter: InMemorySpanExporter + ): + # Create a child server with a prompt + child = FastMCP("child-server") + + @child.prompt() + def child_prompt() -> str: + return "Hello from child!" + + # Create parent server and mount child with namespace + parent = FastMCP("parent-server") + parent.mount(child, namespace="child") + + # Render the prompt through the parent (namespace uses underscore) + result = await parent.render_prompt("child_child_prompt", {}) + assert "Hello from child!" in str(result) + + spans = trace_exporter.get_finished_spans() + span_names = [s.name for s in spans] + + # Should have delegate span for prompt + assert "delegate child_prompt" in span_names + + # Verify delegate span has correct attributes + delegate_span = next(s for s in spans if s.name == "delegate child_prompt") + assert delegate_span.attributes["fastmcp.provider.type"] == "FastMCPProvider" + + +class TestProviderSpanHierarchy: + """Tests for span parent-child relationships in mounted servers.""" + + async def test_delegate_span_is_child_of_server_span( + self, trace_exporter: InMemorySpanExporter + ): + # Create nested server structure + child = FastMCP("child") + + @child.tool() + def greet() -> str: + return "Hello" + + parent = FastMCP("parent") + parent.mount(child, namespace="ns") + + await parent.call_tool("ns_greet", {}) + + spans = trace_exporter.get_finished_spans() + + # Find the spans + parent_span = next(s for s in spans if s.name == "tool ns_greet") + delegate_span = next(s for s in spans if s.name == "delegate greet") + child_span = next(s for s in spans if s.name == "tool greet") + + # Verify parent-child relationships + assert delegate_span.parent.span_id == parent_span.context.span_id + assert child_span.parent.span_id == delegate_span.context.span_id diff --git a/tests/server/telemetry/test_server_tracing.py b/tests/server/telemetry/test_server_tracing.py new file mode 100644 index 0000000000..bfb2f387fc --- /dev/null +++ b/tests/server/telemetry/test_server_tracing.py @@ -0,0 +1,323 @@ +"""Tests for server-level OpenTelemetry tracing.""" + +from __future__ import annotations + +from unittest.mock import patch + +import pytest +from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter +from opentelemetry.trace import SpanKind, StatusCode + +from fastmcp import FastMCP +from fastmcp.exceptions import NotFoundError, ToolError +from fastmcp.server.auth import AccessToken + + +class TestToolTracing: + async def test_call_tool_creates_span(self, trace_exporter: InMemorySpanExporter): + mcp = FastMCP("test-server") + + @mcp.tool() + def greet(name: str) -> str: + return f"Hello, {name}!" + + result = await mcp.call_tool("greet", {"name": "World"}) + assert "Hello, World!" in str(result) + + spans = trace_exporter.get_finished_spans() + assert len(spans) == 1 + + span = spans[0] + assert span.name == "tool greet" + assert span.kind == SpanKind.SERVER + assert span.attributes is not None + assert span.attributes["rpc.system"] == "mcp" + assert span.attributes["rpc.service"] == "test-server" + assert span.attributes["rpc.method"] == "tools/call" + assert span.attributes["fastmcp.server.name"] == "test-server" + assert span.attributes["fastmcp.component.type"] == "tool" + assert span.attributes["fastmcp.component.key"] == "tool:greet" + + async def test_call_tool_with_error_sets_status( + self, trace_exporter: InMemorySpanExporter + ): + mcp = FastMCP("test-server") + + @mcp.tool() + def failing_tool() -> str: + raise ValueError("Something went wrong") + + with pytest.raises(ToolError): + await mcp.call_tool("failing_tool", {}) + + spans = trace_exporter.get_finished_spans() + assert len(spans) == 1 + + span = spans[0] + assert span.name == "tool failing_tool" + assert span.status.status_code == StatusCode.ERROR + assert len(span.events) > 0 # Exception recorded + + async def test_call_nonexistent_tool_sets_error( + self, trace_exporter: InMemorySpanExporter + ): + mcp = FastMCP("test-server") + + with pytest.raises(NotFoundError): + await mcp.call_tool("nonexistent", {}) + + spans = trace_exporter.get_finished_spans() + assert len(spans) == 1 + + span = spans[0] + assert span.name == "tool nonexistent" + assert span.status.status_code == StatusCode.ERROR + + +class TestResourceTracing: + async def test_read_resource_creates_span( + self, trace_exporter: InMemorySpanExporter + ): + mcp = FastMCP("test-server") + + @mcp.resource("config://app") + def get_config() -> str: + return "app_config_data" + + result = await mcp.read_resource("config://app") + assert "app_config_data" in str(result) + + spans = trace_exporter.get_finished_spans() + assert len(spans) == 1 + + span = spans[0] + assert span.name == "resource config://app" + assert span.kind == SpanKind.SERVER + assert span.attributes is not None + assert span.attributes["rpc.system"] == "mcp" + assert span.attributes["rpc.service"] == "test-server" + assert span.attributes["rpc.method"] == "resources/read" + assert span.attributes["fastmcp.server.name"] == "test-server" + assert span.attributes["fastmcp.component.type"] == "resource" + assert span.attributes["fastmcp.component.key"] == "resource:config://app" + + async def test_read_resource_template_creates_span( + self, trace_exporter: InMemorySpanExporter + ): + mcp = FastMCP("test-server") + + @mcp.resource("users://{user_id}/profile") + def get_user_profile(user_id: str) -> str: + return f"profile for {user_id}" + + result = await mcp.read_resource("users://123/profile") + assert "profile for 123" in str(result) + + spans = trace_exporter.get_finished_spans() + assert len(spans) == 1 + + span = spans[0] + assert span.name == "resource users://123/profile" + assert span.kind == SpanKind.SERVER + assert span.attributes is not None + assert span.attributes["rpc.method"] == "resources/read" + # Template component type is set by get_span_attributes + assert span.attributes["fastmcp.component.type"] == "resource_template" + assert ( + span.attributes["fastmcp.component.key"] + == "template:users://{user_id}/profile" + ) + + async def test_read_nonexistent_resource_sets_error( + self, trace_exporter: InMemorySpanExporter + ): + mcp = FastMCP("test-server") + + with pytest.raises(NotFoundError): + await mcp.read_resource("nonexistent://resource") + + spans = trace_exporter.get_finished_spans() + assert len(spans) == 1 + + span = spans[0] + assert span.name == "resource nonexistent://resource" + assert span.status.status_code == StatusCode.ERROR + + +class TestPromptTracing: + async def test_render_prompt_creates_span( + self, trace_exporter: InMemorySpanExporter + ): + mcp = FastMCP("test-server") + + @mcp.prompt() + def greeting(name: str) -> str: + return f"Hello, {name}!" + + result = await mcp.render_prompt("greeting", {"name": "World"}) + assert "Hello, World!" in str(result) + + spans = trace_exporter.get_finished_spans() + assert len(spans) == 1 + + span = spans[0] + assert span.name == "prompt greeting" + assert span.kind == SpanKind.SERVER + assert span.attributes is not None + assert span.attributes["rpc.system"] == "mcp" + assert span.attributes["rpc.service"] == "test-server" + assert span.attributes["rpc.method"] == "prompts/get" + assert span.attributes["fastmcp.server.name"] == "test-server" + assert span.attributes["fastmcp.component.type"] == "prompt" + assert span.attributes["fastmcp.component.key"] == "prompt:greeting" + + async def test_render_nonexistent_prompt_sets_error( + self, trace_exporter: InMemorySpanExporter + ): + mcp = FastMCP("test-server") + + with pytest.raises(NotFoundError): + await mcp.render_prompt("nonexistent", {}) + + spans = trace_exporter.get_finished_spans() + assert len(spans) == 1 + + span = spans[0] + assert span.name == "prompt nonexistent" + assert span.status.status_code == StatusCode.ERROR + + +class TestAuthAttributesOnSpans: + async def test_tool_span_includes_auth_attributes_when_authenticated( + self, trace_exporter: InMemorySpanExporter + ): + mcp = FastMCP("test-server") + + @mcp.tool() + def greet(name: str) -> str: + return f"Hello, {name}!" + + test_token = AccessToken( + token="test-token", + client_id="test-client-123", + scopes=["read", "write"], + ) + + with patch( + "fastmcp.server.dependencies.get_access_token", return_value=test_token + ): + await mcp.call_tool("greet", {"name": "World"}) + + spans = trace_exporter.get_finished_spans() + assert len(spans) == 1 + + span = spans[0] + assert span.attributes is not None + assert span.attributes["enduser.id"] == "test-client-123" + assert span.attributes["enduser.scope"] == "read write" + + async def test_resource_span_includes_auth_attributes_when_authenticated( + self, trace_exporter: InMemorySpanExporter + ): + mcp = FastMCP("test-server") + + @mcp.resource("config://app") + def get_config() -> str: + return "config_data" + + test_token = AccessToken( + token="test-token", + client_id="user-456", + scopes=["config:read"], + ) + + with patch( + "fastmcp.server.dependencies.get_access_token", return_value=test_token + ): + await mcp.read_resource("config://app") + + spans = trace_exporter.get_finished_spans() + assert len(spans) == 1 + + span = spans[0] + assert span.attributes is not None + assert span.attributes["enduser.id"] == "user-456" + assert span.attributes["enduser.scope"] == "config:read" + + async def test_prompt_span_includes_auth_attributes_when_authenticated( + self, trace_exporter: InMemorySpanExporter + ): + mcp = FastMCP("test-server") + + @mcp.prompt() + def greeting(name: str) -> str: + return f"Hello, {name}!" + + test_token = AccessToken( + token="test-token", + client_id="prompt-user", + scopes=["prompts"], + ) + + with patch( + "fastmcp.server.dependencies.get_access_token", return_value=test_token + ): + await mcp.render_prompt("greeting", {"name": "World"}) + + spans = trace_exporter.get_finished_spans() + assert len(spans) == 1 + + span = spans[0] + assert span.attributes is not None + assert span.attributes["enduser.id"] == "prompt-user" + assert span.attributes["enduser.scope"] == "prompts" + + async def test_span_omits_auth_attributes_when_not_authenticated( + self, trace_exporter: InMemorySpanExporter + ): + mcp = FastMCP("test-server") + + @mcp.tool() + def greet(name: str) -> str: + return f"Hello, {name}!" + + # No mock - get_access_token returns None by default (no auth context) + await mcp.call_tool("greet", {"name": "World"}) + + spans = trace_exporter.get_finished_spans() + assert len(spans) == 1 + + span = spans[0] + assert span.attributes is not None + # Auth attributes should not be present + assert "enduser.id" not in span.attributes + assert "enduser.scope" not in span.attributes + + async def test_span_omits_scope_when_no_scopes( + self, trace_exporter: InMemorySpanExporter + ): + mcp = FastMCP("test-server") + + @mcp.tool() + def greet(name: str) -> str: + return f"Hello, {name}!" + + test_token = AccessToken( + token="test-token", + client_id="client-no-scopes", + scopes=[], # Empty scopes + ) + + with patch( + "fastmcp.server.dependencies.get_access_token", return_value=test_token + ): + await mcp.call_tool("greet", {"name": "World"}) + + spans = trace_exporter.get_finished_spans() + assert len(spans) == 1 + + span = spans[0] + assert span.attributes is not None + assert span.attributes["enduser.id"] == "client-no-scopes" + # Scope attribute should not be present when scopes list is empty + assert "enduser.scope" not in span.attributes diff --git a/tests/telemetry/__init__.py b/tests/telemetry/__init__.py new file mode 100644 index 0000000000..11b900eacc --- /dev/null +++ b/tests/telemetry/__init__.py @@ -0,0 +1 @@ +"""Tests for FastMCP telemetry module.""" diff --git a/tests/telemetry/test_module.py b/tests/telemetry/test_module.py new file mode 100644 index 0000000000..2fd74cb774 --- /dev/null +++ b/tests/telemetry/test_module.py @@ -0,0 +1,29 @@ +"""Tests for the core telemetry module.""" + +from __future__ import annotations + +from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter + +from fastmcp.server.telemetry import get_auth_span_attributes +from fastmcp.telemetry import INSTRUMENTATION_NAME, get_tracer + + +class TestGetTracer: + def test_tracer_uses_instrumentation_name( + self, trace_exporter: InMemorySpanExporter + ): + tracer = get_tracer() + with tracer.start_as_current_span("test-span"): + pass + + spans = trace_exporter.get_finished_spans() + assert len(spans) == 1 + scope = spans[0].instrumentation_scope + assert scope is not None + assert scope.name == INSTRUMENTATION_NAME + + +class TestGetAuthSpanAttributes: + def test_returns_empty_dict_when_no_context(self): + attrs = get_auth_span_attributes() + assert attrs == {} diff --git a/tests/test_mcp_config.py b/tests/test_mcp_config.py index 0c3fc3e1ad..ee375dd022 100644 --- a/tests/test_mcp_config.py +++ b/tests/test_mcp_config.py @@ -565,8 +565,10 @@ async def log_handler(message: LogMessage): assert len(MESSAGES) == 1 assert MESSAGES[0].data["msg"] == "test 42" - assert len(caplog.records) == 1 - assert caplog.records[0].msg == "test 42" + # Filter to only our test logger (exclude OpenTelemetry internal logs) + test_records = [r for r in caplog.records if r.name == __name__] + assert len(test_records) == 1 + assert test_records[0].msg == "test 42" async def test_multi_client_with_transforms(tmp_path: Path): diff --git a/uv.lock b/uv.lock index ba194f1a27..15a0c1ff16 100644 --- a/uv.lock +++ b/uv.lock @@ -2,7 +2,8 @@ version = 1 revision = 3 requires-python = ">=3.10" resolution-markers = [ - "python_full_version >= '3.11'", + "python_full_version >= '3.13'", + "python_full_version >= '3.11' and python_full_version < '3.13'", "python_full_version < '3.11'", ] @@ -45,16 +46,16 @@ wheels = [ [[package]] name = "anyio" -version = "4.12.1" +version = "4.12.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "exceptiongroup", marker = "python_full_version < '3.11'" }, { name = "idna" }, { name = "typing-extensions", marker = "python_full_version < '3.13'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/96/f0/5eb65b2bb0d09ac6776f2eb54adee6abe8228ea05b20a5ad0e4945de8aac/anyio-4.12.1.tar.gz", hash = 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