Learning & Documentation MCP 服务器

GitVision

Analyzes Git repositories and generates documentation, incorporating powerful search capabilities for commits, XML, YAML, and JSON data.

Local Server

Enables local middleware for seamless communication between LLM-based tools on Windows OS.

Second Opinion

Provides AI-powered assistance for coding problems by combining insights from multiple AI sources and Stack Overflow.

Contexto

Makes project documentation accessible to AI assistants for enhanced contextual understanding.

Project Analyzer

Analyzes project structures and generates comprehensive README files.

Dummy

Provides a functional example of a FastMCP server for learning Model Context Protocol integration.

Example Server

Exposes simple tools for AI assistants via the Model Context Protocol.

FastMCP Lab

Develops an MCP client to interact with tools, resources, and prompts exposed by an MCP server using the FastMCP framework.

Knowledge Base

Provides GitHub Copilot with persistent knowledge storage and retrieval capabilities using a local, semantic memory system.

Server Learning

Provides a learning environment for understanding and implementing Model Context Protocol (MCP) servers.

Acronym

Ingests a CSV of acronyms and initialisms to provide a server-based lookup tool for their full meanings and descriptions.

Anki

Connects Claude Desktop to Anki to analyze and manage learning using leech-tagged cards.

Claude Think

Enables Claude's explicit reasoning mode within Cursor, displaying its step-by-step thought process.

FastAPI Application

Provides an example REST API application built with FastAPI, demonstrating integration with the Model Context Protocol (MCP).

Joseph

Provides an example implementation of a Message Communication Protocol (MCP) server using the FastMCP framework.

Hugging Face Course

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

Canvas

Enables AI assistants to interact with the Canvas LMS platform.

Intro

Explores Model Context Protocols (MCPs) through a practical, step-by-step guide to building a first custom MCP.

Ilograph

Empower AI agents with comprehensive access to Ilograph documentation, validation tools, and diagram creation guidance.

MoEngage Documentation

Provides AI assistants with direct access to comprehensive MoEngage documentation for enhanced search and retrieval.