MyAIServ: AI-Powered FastAPI Server with MCP 🚀

View original on GitHub 

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

View Detailed Architecture

Core Features ✨

• FastAPI-powered REST, GraphQL, and WebSocket APIs
• Full MCP support (Tools, Resources, Prompts, Sampling)
• Vector search with Elasticsearch
• Real-time monitoring (Prometheus + Grafana)
• Docker-ready deployment
• Comprehensive test coverage

Quick Start 🚀

# Clone and setup
git clone https://github.com/eagurin/myaiserv.git
cd myaiserv
python -m venv venv
source venv/bin/activate  # Linux/macOS
pip install -r requirements.txt
 
# Configure and run
cp .env.example .env
uvicorn app.main:app --reload

Access:

• API Docs: http://localhost:8000/docs 
• GraphQL: http://localhost:8000/graphql 

Stack 🛠

• Backend: FastAPI, Python 3.8+
• Storage: Elasticsearch, Redis
• Monitoring: Prometheus, Grafana
• Testing: Pytest
• Deployment: Docker, Docker Compose

License 📄

MIT