Context7 MCP Clone - Up-to-Date Code Documentation for LLMs

A production-ready clone of Context7 MCP that provides up-to-date, version-specific documentation and code examples directly to LLMs and AI code editors.

🎯 Project Status

Phase 2 Complete: Core MCP Server and Backend API ready for development!

Completed Components

• ✅ pnpm monorepo with workspace configuration

• ✅ Docker Compose development and production environments

• ✅ PostgreSQL database schema with migrations

• ✅ NestJS backend API with authentication

• ✅ Library and documentation services

• ✅ MCP server with both tools (resolve-library-id, get-library-docs)

• ✅ Stdio and HTTP transports for MCP protocol

In Progress

• 🚀 Rate limiting with Redis

• 🚀 Crawler engine with GitHub API and web scraping

• 🚀 Markdown and HTML parsing with code extraction

• 🚀 Next.js web UI with Grafana theme

📦 Project Structure

atamai-mcp/
├── packages/
│   ├── mcp-server/           # MCP Protocol Server
│   ├── backend-api/          # NestJS REST API
│   ├── crawler-engine/       # Documentation Crawler
│   └── web-ui/               # Next.js Frontend
├── docker/                   # Container configurations
├── scripts/                  # Utility scripts
├── docker-compose.yml        # Production compose
├── docker-compose.dev.yml    # Development compose
├── PLAN.md                   # Detailed implementation plan
├── TODO.md                   # Task checklist
└── README.md                 # This file

🚀 Quick Start

Prerequisites

• Node.js 20+

• pnpm 8+

• Docker & Docker Compose

• PostgreSQL 16+ (or use docker-compose)

Development Setup

1. Clone and install dependencies

cd /Users/atamai/develope/atamai-mcp
pnpm install

2. Set up environment

cp .env.example .env
# Edit .env with your configuration

3. Start development environment with Docker

docker-compose -f docker-compose.dev.yml up

This starts:

• PostgreSQL database on port 5432

• Redis cache on port 6379

• Backend API on port 5000

• MCP Server on port 3000

• Web UI on port 4000

4. Run migrations

# Migrations run automatically when backend starts
# Or manually run:
cd packages/backend-api
pnpm run migration:run

📚 MCP Server

Tools Available

1. resolve-library-id

Converts a library name to Context7-compatible ID and returns ranked results.

Input:

{
  "libraryName": "react"
}

Output:

{
  "libraries": [
    {
      "id": "/facebook/react",
      "name": "React",
      "description": "A JavaScript library for building user interfaces",
      "ecosystem": "javascript",
      "stars": 220000,
      "benchmarkScore": 98,
      "reputation": "high",
      "codeSnippets": 15420
    }
  ],
  "selected": "/facebook/react",
  "reasoning": "Exact name match with highest benchmark score"
}

2. get-library-docs

Retrieves version-specific documentation and code examples.

Input:

{
  "context7CompatibleLibraryID": "/facebook/react",
  "topic": "hooks",
  "page": 1,
  "mode": "code"
}

Output:

{
  "libraryId": "/facebook/react",
  "library": {
    "name": "React",
    "full_name": "facebook/react",
    "ecosystem": "javascript"
  },
  "version": "18.2.0",
  "topic": "hooks",
  "page": 1,
  "totalPages": 5,
  "documentation": [
    {
      "title": "Using the State Hook",
      "type": "guide",
      "content": "...",
      "codeExamples": [
        {
          "language": "javascript",
          "code": "const [count, setCount] = useState(0);",
          "description": "Basic useState example"
        }
      ],
      "url": "https://react.dev/reference/react/useState"
    }
  ]
}

Running MCP Server

Stdio Mode (for Claude Desktop, Cursor, etc.)

cd packages/mcp-server
pnpm start
# Or with hot reload:
pnpm dev

HTTP Mode

MCP_TRANSPORT=http MCP_SERVER_PORT=3000 pnpm start
# Access SSE endpoint at: http://localhost:3000/mcp/sse

🔌 Backend API

Authentication

Register

POST /api/v1/auth/register
Content-Type: application/json

{
  "email": "user@example.com",
  "password": "SecurePassword123!"
}

Login

POST /api/v1/auth/login
Content-Type: application/json

{
  "email": "user@example.com",
  "password": "SecurePassword123!"
}

Libraries

Search Libraries

GET /api/v1/libraries?query=react&ecosystem=javascript&page=1&limit=20
Authorization: Bearer <jwt_token>

Get Library by ID

GET /api/v1/libraries/{id}
Authorization: Bearer <jwt_token>

Get Available Ecosystems

GET /api/v1/libraries/ecosystems
Authorization: Bearer <jwt_token>

Documentation

Get Documentation

GET /api/v1/docs/{libraryId}?topic=hooks&page=1&mode=code
Authorization: Bearer <jwt_token>

Search Documentation

GET /api/v1/docs/search/{query}
Authorization: Bearer <jwt_token>

Swagger Documentation

Once the backend is running, visit:

http://localhost:5000/docs

📊 Database Schema

Core Tables

• users - User accounts with tier system

• api_keys - API key management with rate limits

• libraries - Library metadata

• library_versions - Version tracking

• documentation_pages - Documentation content with full-text search

• code_examples - Code snippets

• crawl_jobs - Crawler job tracking

• api_usage - Usage analytics

Features

• Full-text search on documentation

• Trigram similarity for fuzzy matching

• JSONB metadata support

• Automatic tsvector updates

• Materialized views for popular libraries

🔄 Deployment

Production Docker Compose

docker-compose up -d

Environment Variables

See .env.example for all available options:

• DATABASE_URL - PostgreSQL connection string

• REDIS_URL - Redis connection string

• JWT_SECRET - JWT signing key

• NODE_ENV - production/development

• API_PREFIX - API base path (default: /api/v1)

Kubernetes Deployment

Deploy manifests are in the plan for Phase 8.

📈 Development Roadmap

Phase 3: Crawler Engine (Weeks 5-6)

• BullMQ job queue setup

• GitHub crawler with Octokit

• Documentation site scraper

• Markdown/HTML parsers

• Code extraction engine

Phase 4: Web UI (Weeks 7-8)

• Next.js 15 setup with App Router

• Landing page with purple gradient theme

• Documentation browser

• Authentication pages

Phase 5: Dashboard & Admin (Weeks 9-10)

• User dashboard

• API key management

• Admin panel

• Analytics and charts

Phase 6-10: Completion & Launch

• Data seeding

• Testing & optimization

• Production deployment

• Beta & public launch

🧪 Testing

# Run tests for all packages
pnpm test

# Run tests with coverage
pnpm test:cov

# Watch mode
pnpm test:watch

📝 Code Style

# Format code
pnpm format

# Check formatting
pnpm format:check

# Lint
pnpm lint

# Type check
pnpm type-check

🐛 Debugging

Backend API

DEBUG=* pnpm dev

MCP Server

DEBUG=* pnpm dev

Docker Logs

docker-compose -f docker-compose.dev.yml logs -f [service-name]

📖 Documentation

• PLAN.md - Comprehensive implementation plan with architecture

• TODO.md - Detailed task checklist for all phases

• API Docs - Available at http://localhost:5000/docs (Swagger)

🤝 Contributing

This is a solo development project. Please follow:

• TypeScript strict mode

• ESLint configuration

• Prettier formatting

• 80%+ test coverage

📄 License

MIT

🎯 Key Metrics (Target)

• Performance: MCP response <200ms (p95)

• Search: <100ms (p95)

• Uptime: 99.9%

• Coverage: 100+ libraries by month 6

• Users: 1000+ registered by month 3

Next Steps

1. Run docker-compose -f docker-compose.dev.yml up

2. Wait for migrations to complete

3. Visit http://localhost:5000/docs for API documentation

4. Start using the MCP server with Claude Desktop or Cursor

5. Reference PLAN.md for detailed architecture and TODO.md for task tracking