ContextMCP

A self-hosted MCP server that indexes documentation from various sources and serves it to AI Agents with semantic search.

GitHub

ContextMCP

Join Discord Twitter Follow

Self-hosted MCP server for your documentation. Index your documentation from across the sources and serve it via the Model Context Protocol (MCP) and REST API.

Quick Start

# Scaffold a new project
npx contextmcp init my-docs-mcp

# Follow the prompts, then:
cd my-docs-mcp
npm install

# Configure your API keys
cp .env.example .env
# Edit .env with your PINECONE_API_KEY and OPENAI_API_KEY

# Configure your documentation sources
# Edit config.yaml

# Index your documentation
npm run reindex

# Edit the cloudflare-worker
# Deploy the MCP server
cd cloudflare-worker
npm install
npm run deploy

What is ContextMCP?

ContextMCP creates a searchable knowledge base from your documentation that AI assistants can query via the Model Context Protocol (MCP).

Supported Content Types

ParserContent TypesExamples
mdxMDX/JSX documentationMintlify, Fumadocs, Docusaurus
markdownPlain Markdown filesREADMEs, CHANGELOGs
openapiOpenAPI/Swagger specsAPI reference docs

How It Works

  1. Parse - Extract content from your docs, APIs, and READMEs
  2. Chunk - Split into semantic chunks optimized for search
  3. Embed - Generate embeddings using OpenAI
  4. Store - Upload to Pinecone vector database
  5. Search - Query via MCP from AI assistants

Repository Structure

contextmcp/
├── packages/
│   ├── cli/              # npx contextmcp (npm package)
│   ├── template/         # Project template (scaffolded to users)
│   └── website/          # contextmcp.ai documentation site
└── deployments/
    └── dodopayments/     # Dodo Payments specific deployment

Packages

PackageDescriptionPublished
packages/cliCLI scaffolding tool✅ npm: contextmcp
packages/templateProject template(copied by CLI)
packages/websiteDocumentation site(deployed to Vercel)

Development

Prerequisites

  • Node.js 18+

Setup

# Install all dependencies
npm install

# Development
npm run dev:website     # Run website locally
npm run dev:cli         # Watch CLI for changes

# Build
npm run build:website   # Build website
npm run build:cli       # Build CLI

# Type checking
npm run typecheck       # Check all packages

Documentation

Visit contextmcp.ai/docs for full documentation.

Contributing

We welcome contributions! Please see CONTRIBUTING.md for guidelines on how to contribute to this project.

License

This project is licensed under the Apache License 2.0 - see the LICENSE file for details.

관련 서버