Spring AI MCP Proof of Concept
About
Spring AI Model Context Protocol (MCP) Proof of Concept with GitHub MCP Server
Details
- Author
- shesadri
- Downloads
- 151
- Categories
- Other, AI
Jump to
- Spring AI integration for LLM interactions
- GitHub MCP support via Model Context Protocol
- AI function calling for GitHub operations
- RESTful API endpoints for prompt processing
- Configurable environment variables and application properties
- Robust error handling and logging
Clone the repository, copy .env.example to .env, set your GITHUB_PERSONAL_ACCESS_TOKEN, then run docker-compose up -d to start the server on port 3000. Verify with curl http://localhost:3000/health. Optionally configure Spring AI via application.yml with the server URL.
Spring AI MCP Proof of Concept
This repository contains a Docker-based setup for running a GitHub Model Context Protocol (MCP) server locally. It's designed to work with Spring AI applications and provides a standardized way to interact with GitHub APIs through the MCP protocol.
Features
- GitHub MCP Server: A containerized MCP server that provides GitHub API access
- RESTful API: HTTP endpoints for easy integration with Spring AI applications
- Docker Compose: Simple local deployment with Docker
- Health Monitoring: Built-in health checks and monitoring
- Development Ready: Hot-reload and development-friendly configuration
Prerequisites
- Docker and Docker Compose installed
- GitHub Personal Access Token with appropriate scopes
- Node.js 18+ (for local development)
Quick Start
1. Clone the Repository
git clone https://github.com/shesadri/spring-ai-mcp-poc.git
cd spring-ai-mcp-poc
2. Set Up Environment Variables
cp .env.example .env
Edit the .env file and add your GitHub Personal Access Token:
GITHUB_PERSONAL_ACCESS_TOKEN=your_github_token_here
MCP_SERVER_PORT=3000
NODE_ENV=development
3. Generate GitHub Token
1. Go to GitHub Settings > Developer settings > Personal access tokens
2. Click "Generate new token (classic)"
3. Select the following scopes:
- repo (Full control of private repositories)
- read:user (Read user profile data)
- read:org (Read organization data)
4. Copy the generated token to your .env file
4. Start the Services
docker-compose up -d
This will start:
- GitHub MCP Server on port 3000
- Web UI (optional) on port 8080
5. Verify the Setup
Check if the server is running:
curl http://localhost:3000/health
You should see:
{
"status": "healthy",
"timestamp": "2025-06-01T04:22:00.000Z"
}
API Endpoints
The GitHub MCP server exposes the following REST API endpoints:
Repository Operations
- Get Repository: GET /api/repos/{owner}/{repo}
- List User Repositories: GET /api/users/{username}/repos?type={all|owner|member}
Issues Operations
- List Issues: GET /api/repos/{owner}/{repo}/issues?state={open|closed|all}
- Create Issue: POST /api/repos/{owner}/{repo}/issues
Pull Request Operations
- List Pull Requests: GET /api/repos/{owner}/{repo}/pulls?state={open|closed|all}
Example API Calls
```bash
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