Learning & Documentation MCP 服务器

Codedoc

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

Vulnerable Server

Provides an intentionally insecure server for hands-on cybersecurity education and vulnerability demonstration.

Zendesk Help Center Anon

Access Zendesk Help Center content anonymously through a standardized MCP server interface.

Gentleman Book

Provides an MCP server for AI assistants and users to access and comprehend the 'Gentleman Programming' book's 18 chapters on software architecture.

UAB Research Computing Documentation

Provides AI assistants with programmatic access to the University of Alabama at Birmingham's Research Computing documentation.

LangChain

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

Weather

Provides weather information through a Model Context Protocol (MCP) compatible server by leveraging Ollama's Large Language Model capabilities.

MAGMA Handbook

Provides AI assistants with intelligent, comprehensive access to the MAGMA computational algebra system handbook through advanced vector search and semantic understanding.

C++ UML Diagram Generator

Recursively analyzes C++ source and header files to extract class definitions, inheritance relationships, and member information, generating comprehensive UML class diagrams in PlantUML format.

LangChain Documentation

Provides real-time access to comprehensive LangChain documentation, API references, and code examples through a FastAPI-based server.

File Scanner

Analyzes source code structure across multiple languages, extracting classes, functions, methods, and metadata with precise line numbers.

HackTricks

Integrate HackTricks pentesting knowledge directly into Claude Desktop, enabling seamless search of security techniques, exploits, and payloads within your AI assistant.

Gemini Example

Provides a foundational example for integrating custom tools with the Gemini CLI using the Model Context Protocol (MCP).

Mingdao

Establishes a foundational Model Context Protocol server for custom tool, resource, and prompt development.

EGH Research

Provides comprehensive offline access to Ellen G. White's writings through dual APIs (MCP and REST) and advanced PDF generation capabilities for research and educational purposes.

Context7

Integrates up-to-date, version-specific code documentation and examples directly into LLM prompts to enhance code generation accuracy.

NotebookLM

Empower Claude Desktop with private, hallucination-free knowledge retrieval from your local documents.

Model Context Guide

Provides a hands-on Python guide for understanding the Model Context Protocol, which standardizes how AI models and agents interact with their operational context.

FI

Exposes financial independence calculation functions to AI assistants via the Model Context Protocol.

Obsidian

Enhances Obsidian note-taking by providing a TypeScript server for vault management, advanced search, and graph analytics.