{"library":"opentelemetry-instrumentation-mcp","title":"OpenTelemetry MCP Instrumentation (OpenLLMetry)","description":"The `opentelemetry-instrumentation-mcp` package provides automatic OpenTelemetry instrumentation for a wide array of Large Language Models (LLMs), vector databases, and other AI frameworks. As part of the Traceloop `openllmetry` project, it acts as a meta-package, consolidating over 30 individual instrumentations for popular libraries like OpenAI, LangChain, Anthropic, and Pinecone into a single installation. It is currently at version 0.58.0 and follows a rapid release cadence with frequent updates.","language":"python","status":"active","last_verified":"Thu May 14","install":{"commands":["pip install opentelemetry-instrumentation-mcp openllmetry-sdk","pip install openai"],"cli":null},"imports":["from openllmetry.sdk import init"],"auth":{"required":false,"env_vars":[]},"quickstart":{"code":"import os\nfrom openllmetry.sdk import init\nfrom openai import OpenAI\n\n# Initialize OpenLLMetry to enable instrumentation\ninit()\n\n# Ensure OPENAI_API_KEY is set in your environment\nopenai_api_key = os.environ.get('OPENAI_API_KEY', '')\nif not openai_api_key:\n    print(\"Warning: OPENAI_API_KEY not set. Skipping OpenAI call.\")\nelse:\n    print(\"OpenAI API Key found. Making a sample call...\")\n    client = OpenAI(api_key=openai_api_key)\n    try:\n        completion = client.chat.completions.create(\n            model=\"gpt-3.5-turbo\",\n            messages=[\n                {\"role\": \"user\", \"content\": \"What is OpenTelemetry?\"}\n            ]\n        )\n        print(f\"OpenAI response: {completion.choices[0].message.content[:50]}...\")\n        print(\"Traces for this call should be visible in your configured OpenTelemetry collector.\")\n    except Exception as e:\n        print(f\"Error during OpenAI call: {e}\")","lang":"python","description":"This quickstart demonstrates how to initialize OpenLLMetry using `openllmetry.sdk.init()` after installing the `opentelemetry-instrumentation-mcp` meta-package. It then makes a sample call to OpenAI, which will be automatically traced. 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