Learning & Documentation MCP 服务器

VisualSynapse

Visualize source code, files, and folder structures as interactive, AI-assisted graphs to understand project hierarchies and code relationships.

Zk Utils

Provides a Model Context Protocol server for Zettelkasten note management, enabling comprehensive search, creation, and link analysis of notes.

Backbone

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

Documentation Server

Provides a semantic search server for Model Context Protocol documentation using Redis embeddings.

Pinecone Economic Books

Enables natural language semantic search and detailed metadata filtering across a Pinecone vector database of economic books and academic papers.

Markdown Manager

Provides a self-hosted full-stack system for AI agents to manage research content stored as Markdown articles via web UI, REST API, or MCP server.

Test Project

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

FastMCP Quickstart

Provides a simple example for building an MCP server using FastMCP and Python, designed for use with Smithery.

FastAPI Tool Demo

Demonstrates integrating FastAPI and FastMCP to serve LLM-callable tools via the MCP protocol.

Obsidian

Enables direct file system access and management for Obsidian vaults through Model Context Protocol (MCP).

Zhiwen PPT Generation

Enables the creation of PPT documents by leveraging AI models and the MCP protocol for integration with intelligent agent assistants.

Research Assistant

Offers extensive tools, resources, and prompts by integrating Google Custom Search and Wikipedia functionality for advanced research and information retrieval.

OpenLibrary

Provides access to the OpenLibrary API for searching books via both FastAPI and Model Context Protocol (MCP) servers.

US Immigration

Equips AI assistants with specialized tools, resources, and prompts for U.S. employment-based immigration petitions, focusing on EB1A and EB2 NIW.

Learn MCP By Building

Implement the Model Context Protocol (MCP) by building AI tools with a modular framework for creating MCP-compatible servers and clients.

Component Library

Provides AI assistants with programmatic access to private React component library documentation and code examples.

MediaWiki Syntax

Provides comprehensive and up-to-date MediaWiki markup syntax documentation by dynamically fetching and consolidating information from official MediaWiki help pages for consumption by large language models.

NicePay

Provides a Model Context Protocol (MCP) server for easy access and search of NicePay API documentation and code samples.

Example Server

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

Jokes Server

Integrates external joke APIs with Microsoft Copilot Studio via a Model Context Protocol server.