context-mcp
Active·★ 83·Apache-2.0·Updated 2026-10-21
ContextMCP is a self-hosted server designed to create a searchable knowledge base from your documentation across various sources. It indexes content, generates embeddings, stores them in a vector database, and serves them via the Model Context Protocol and REST API for AI assistants.
#Self-hosted#Documentation Management#Knowledge Base#Vector Database#AI Context#Model Context Protocol#REST API#OpenAI
01
Features
01Self-hosted server for documentation
02Indexes documentation from multiple sources (MDX, Markdown, OpenAPI)
03Creates a searchable knowledge base optimized for AI assistants
04Integrates with OpenAI for embeddings and Pinecone for vector storage
05Serves content via Model Context Protocol (MCP) and REST API
02
Compatibility
Node.js
Runtime
Verified via docs
npm
Package Manager
Verified via docs
Cloudflare Workers
Deployment Target
Verified via docs
OpenAI
AI Service
Verified via docs
Pinecone
Vector Database
Verified via docs
03
Quick start
1
$ npx contextmcp init my-docs-mcp
2
$ cd my-docs-mcp
3
$ npm install
04
Use cases
↳Building a private, AI-queryable knowledge base for internal documentation
↳Providing real-time, up-to-date context to large language models (LLMs) for AI assistants
↳Unifying diverse documentation types (API docs, user guides, READMEs) into a single search endpoint
↳Creating custom AI-powered customer support or developer advocacy tools
05
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