MyAIServ: AI-Powered FastAPI Server with MCP 🚀

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