MCP OpenTelemetry Integration

Overview

This integration provides support for using OpenTelemetry with the MCP framework. It enables tracing and monitoring of applications built with MCP.

Installation

1. Install traceAI MCP

pip install traceAI-mcp traceAI-openai

Set Environment Variables

Set up your environment variables to authenticate with FutureAGI

import os

os.environ["FI_API_KEY"] = FI_API_KEY
os.environ["FI_SECRET_KEY"] = FI_SECRET_KEY
os.environ["OPENAI_API_KEY"] = OPENAI_API_KEY

Quickstart

Register Tracer Provider

Set up the trace provider to establish the observability pipeline. The trace provider:

from fi_instrumentation import register
from fi_instrumentation.fi_types import ProjectType

trace_provider = register(
    project_type=ProjectType.OBSERVE,
    project_name="my-mcp-project"
)

Configure MCP Instrumentation

Set up your MCP Instrumentation with built-in observability.

from traceai_openai import OpenAIInstrumentor
from traceai_mcp import MCPInstrumentor

OpenAIInstrumentor().instrument(tracer_provider=trace_provider)
MCPInstrumentor().instrument(tracer_provider=tracer_provider)

Start your MCP server as usual. TraceAI will automatically trace all MCP requests which will be visible in the FutureAGI platform.