Learning & Documentation MCP 服务器

Cantonese Dictionary

Provides comprehensive Cantonese dictionary lookup and linguistic analysis functionality via an MCP server.

Kafka Docker Playground

Enhances the Kafka Docker Playground CLI experience by providing intelligent command completion, validation, and contextual assistance through GitHub Copilot.

Wikipedia

Provides AI agents with real-time access to Wikipedia for research and information retrieval.

Demo

Provides a production-ready FastMCP reference server, bundled with hackathon resources and reusable starter prompts for Cursor integration.

Adobe Experience League

Provides AI tool capabilities for searching and fetching content from the Adobe Experience League documentation site.

LangChain

Provides real-time access to LangChain documentation, API references, and code examples through dual server modes.

RAG Docs

Leverages Retrieval-Augmented Generation (RAG) to provide a powerful question-answering system for documents and code, featuring Google AI integration and multiple API interfaces.

Markdown RAG

Indexes and semantically searches Markdown documents using vector embeddings and a self-contained vector database.

Windows Installation Guide

Provides a comprehensive guide for verifying Model Context Protocol (MCP) server installation on Windows.

Psaboia Example

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

Test Server

Demonstrates basic Model Context Protocol (MCP) functionality, including tool calls and resource access with robust Zod validation, for learning how to build AI model interactions.

ArXiv CS Expert Chatbot

Answers computer science questions, summarizes research papers, and visualizes concepts by leveraging the arXiv dataset.

Backbone

Exposes Backbone.js Markdown chapters as readable resources and provides a full-text search tool.

Server Demo

Demonstrates how to build Model Context Protocol (MCP) servers using the Python SDK.

GPT QualMaster

Assists qualitative researchers and conceptual paper authors with AI-powered methodologies, coding guides, and publication strategies.

Test Project

Demonstrates and tests various mechanisms of the Model Context Protocol (MCP) using its TypeScript SDK.

Perplexity

Analyzes code and provides debugging capabilities using the Perplexity AI API within the Claude desktop client.

Markdown2PDF

Transforms Markdown content into professionally styled PDF documents with support for syntax highlighting, custom CSS, Mermaid diagrams, and optional page numbers and watermarks.

C++ Style Guide

Provides professional C++ coding style checks and best practice suggestions.

Manual Generator

Automates screenshot capture and user manual generation for web applications using configurable workflows.