ContextMCP
A self-hosted MCP server that indexes documentation from various sources and serves it to AI Agents with semantic search.
ContextMCP
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
| Parser | Content Types | Examples |
|---|---|---|
mdx | MDX/JSX documentation | Mintlify, Fumadocs, Docusaurus |
markdown | Plain Markdown files | READMEs, CHANGELOGs |
openapi | OpenAPI/Swagger specs | API reference docs |
How It Works
- Parse - Extract content from your docs, APIs, and READMEs
- Chunk - Split into semantic chunks optimized for search
- Embed - Generate embeddings using OpenAI
- Store - Upload to Pinecone vector database
- 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
| Package | Description | Published |
|---|---|---|
packages/cli | CLI scaffolding tool | ✅ npm: contextmcp |
packages/template | Project template | (copied by CLI) |
packages/website | Documentation 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.
関連サーバー
Perplexity AI
An MCP server to interact with Perplexity AI's language models for search and conversational AI.
Open Custom Search API
Perform web searches using Google's Custom Search API.
Eventbrite
Interact with the Eventbrite API to search for events, get event details, and retrieve venue information.
Untappd
Query the Untappd API for beer and brewery information.
Wizzy TMDB
A wrapper for TMDB
Research Task
An AI-powered research assistant that can investigate any topic using an interactive configuration wizard.
NullBR MCP Server
A server for searching and retrieving movie and media resource information via the MCP protocol.
Semantic API
Natural language API discovery — search 700+ API capabilities, get endpoints, auth setup, and code snippets.
Hermes Search
Provides full-text and semantic search over structured and unstructured data using Azure Cognitive Search.
Helium MCP
Real-time news with bias scoring across 5,000+ sources and 15+ dimensions, balanced news synthesis, live market data with AI analysis, ML options pricing, and semantic meme search.