Learning & Documentation MCP Servers

Learnings

Provides tutorials and content related to MCP.

Ragdoc

Augment AI responses with relevant context by retrieving and processing documentation through vector search.

Learning React

Provides a minimal server that pre-scrapes React learning documentation into DuckDB for hybrid search.

HR Agent

Answers HR policy questions from your own documents, retrieving relevant sections from a vector database to generate grounded responses with citations using OpenAI or Gemini.

KB

Semantically searches markdown documentation within code repositories, leveraging embeddings for AI-assisted information retrieval.

Guru

Connect enterprise knowledge bases securely to AI assistants and developer tools for real-time information access.

SiYuan

Enables AI assistants to seamlessly interact with SiYuan notes through the Model Context Protocol.

Practera

Enables AI models to query and analyze Practera learning data through a GraphQL API.

Random Number Server

Serves random numbers through a straightforward REST API endpoint.

Sketch Engine

Connects Claude (AI assistant) to Sketch Engine, enabling powerful corpus linguistics and text analysis directly in your conversations with Claude.

Documan

Simplifies documentation by leveraging AI for semantic understanding and search of content.

Python Dep Manager Companion

Unifies the latest documentation for all Python dependency managers, making it instantly searchable from your agentic IDE.

Npm Readme

Fetches README files and searches for npm packages.

MyContext

Organizes and provides searchable access to project documentation stored in local markdown files.

PDF Retrieval

Retrieves relevant text chunks from PDF documents using a hybrid search approach for integration with AI agents.

DocBridge

Fetches and reads official documentation in real-time, providing instant, context-aware answers to developers within their AI assistant.

MyDocs

Empowers AI coding agents to access and leverage your personal historical documents for intelligent template generation and pattern recognition.

Bookmark Server

Enables AI assistants to save and semantically search bookmarks using OpenAI's Retrieval Augmented Generation (RAG) capabilities.

Docs Server

Efficiently search Model Context Protocol documentation with high-quality BM25 search and on-demand content fetching.

Outline

Integrates Outline knowledge bases with Claude Code, enabling direct search, creation, and management of documents.