Learning & Documentation MCP Servers

Penrose

Facilitates the creation of mathematical diagrams using natural language through Penrose's domain-specific languages.

MC Modding

Empowers AI assistants with comprehensive, up-to-date Minecraft modding documentation for Fabric and NeoForge.

Zignet

Provides intelligent code analysis, validation, and documentation for Zig, leveraging a fine-tuned LLM and the official Zig compiler.

Docsearch

Provides local-first, hybrid semantic and keyword search for various document types and Confluence pages through the Model Context Protocol.

CCD

Reduces medical hallucinations and enhances clinical accuracy in radiology multimodal large language models.

Etabs Documentation Assistant

Enables semantic search of user-provided ETABS documentation using local embeddings and a Model Context Protocol (MCP) server.

Mousetail

Facilitates a simple and stable connection between Anki and large language models.

Docdex

Indexes and searches local project documentation efficiently for coding assistants and development tools.

Context Engineering

Automates Cole Medin's context engineering methodology to generate high-quality Product Requirements Prompts (PRPs) through AI-assisted workflows.

Impart

Orchestrates expert AI agents as standard Model Context Protocol (MCP) tools, enabling host environments to access advanced task processing capabilities through a unified interface.

Python Beginner Book

Guides aspiring programmers through Python fundamentals using an engaging space adventure narrative.

Docu

Automates intelligent documentation deployment for open-source projects through deep repository analysis and static site generator recommendations.

Haiguitang

Enables users to enjoy the lateral thinking game 'Haiguitang' (also known as Situation Puzzles) alone by utilizing a large language model as the game master.

Eclass

Enables AI agents to interact with the Open eClass platform for course information and basic operations.

Confluence

Enables AI assistants to interact with Confluence content through a standardized interface.

Doc Hub

Aggregates complete developer documentation for WeCom and Feishu open platforms, enabling rapid retrieval and review of interface documents within AI programming assistants.

AIRA-SemanticScholar

Provides AI models with comprehensive access to the Semantic Scholar Academic Graph API for intelligent literature search and analysis.

Mathematica Documentation

Enables checking Mathematica code via a local Mathematica installation.

PubNub Model Context Protocol

Exposes PubNub SDK documentation and API resources to LLM-powered tools, enhancing AI agent interaction with PubNub.

DocMCP

Indexes technical documentation on a local vector database and integrates with AI IDEs for semantic search.