Learning & Documentation MCP Servers

Payman AI

Provides access to Payman AI's documentation for AI assistants to aid developers with integration questions.

SimDoc

Integrates scientific simulation documentation for tools like PyBaMM and Cantera with AI assistants via the Model Context Protocol.

Mandarin

Facilitates learning Mandarin Chinese vocabulary for HSK levels 1-6 through interactive quizzes, spaced repetition, and comprehensive progress tracking.

Memex

Equips large language models with persistent memory and knowledge retrieval capabilities through semantic search over markdown vaults.

ikali

Facilitates educational penetration testing by enabling AI assistants to interact securely with authentic Kali Linux tools via a Model Context Protocol server.

FastMCP

Demonstrates the Model Context Protocol (MCP) through a TypeScript server implementation.

Codedoc

Performs AI-powered code documentation and quality audits, identifying bugs and security vulnerabilities before code merges.

Docs Search

Provides LLM clients with dynamic access to up-to-date implementation details and documentation from popular AI libraries like LangChain, LlamaIndex, and OpenAI.

MRConfluenceLinker

Integrates GitLab merge request analysis with Confluence documentation via an MCP server.

My First

Provides a basic Model Context Protocol server featuring an addition tool.

Clever Cloud Documentation

Exposes Clever Cloud's documentation as a Model Context Protocol (MCP) server.

Playground

Demonstrates the Model Context Protocol (MCP) server capabilities with support for both Stdio and Server-Sent Events (SSE) transports.

Greeter

Generates short personalized greeting messages through a minimal Model Context Protocol (MCP) server.

Docs

Offers a standardized interface to comprehensive documentation, guides, and interactive development workflows for the Model Context Protocol.

Kali

Provides an MCP server integrating over 20 Kali Linux penetration testing tools for educational security assessments.

Door Support

Provides remote access to a Door support knowledge base, offering quick search and incremental content synchronization via an HTTP API and Model Context Protocol.

Local File Reader

Enables an MCP client like Claude Desktop to securely read files directly from your local disk.

Kibela

Enables LLMs to interact with Kibela content by providing a Model Context Protocol (MCP) server.

Hugging Face Course

Provides code examples for the Hugging Face Machine Coder Program course, demonstrating tool integration and sentiment analysis.

Psaboia Example

Provides a playground environment for experimenting with and extending a TypeScript-based server.