# FastAPI MCP Server

> High-performance FastAPI server implementing Model Context Protocol (MCP) for seamless integration with Large Language Models, built with a modern stack including FastAPI, Elasticsearch, Redis, Prometheus, and Grafana.

- **URL:** https://github.com/egurin/fastapi-mcp-server
- **Category:** Reference Implementations & Examples
- **Tags:** Fastapi, Elasticsearch, High Performance
- **Updated:** 2026-04-05 00:09
- **Canonical page:** https://mcpserver.ever.works/ru/items/fastapi-mcp-server

## Details

## Overview

A high-performance FastAPI-based MCP server implementation designed for seamless LLM integration, leveraging a modern technology stack for production-grade reliability and observability.

## Features

- FastAPI-based MCP implementation
- Elasticsearch integration for search
- Redis caching layer
- Prometheus metrics collection
- Grafana dashboards for monitoring
- High-performance architecture
- Modern Python stack

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