OpenTelemetry Prometheus MCP Server

Example Use Cases

• 1

  Collect and expose application metrics via OpenTelemetry and Prometheus.

• 2

  Generate PromQL queries from natural language using Llama3.

• 3

  An MCP server endpoint to integrate Prometheus metrics into IDEs or assistants.

Description

This project provides a complete environment combining Prometheus and OpenTelemetry with FastAPI microservices, enabling metrics collection, conversion, and querying. It includes a demo API instrumented with OpenTelemetry, a UI for natural language to PromQL generation using Llama3, and a MCP server exposing Prometheus metrics for IDEs and compatible assistants. The stack is containerized with Docker Compose for easy deployment and experimentation.