ContextMCP

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

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.

Máy chủ liên quan

NotebookLM Web Importer

Nhập trang web và video YouTube vào NotebookLM chỉ với một cú nhấp. Được tin dùng bởi hơn 200.000 người dùng.

Cài đặt tiện ích Chrome