Learning & Documentation MCP 服务器

Docs Search

Provides LLM clients with dynamic access to up-to-date implementation details and documentation from popular AI libraries like LangChain, LlamaIndex, and OpenAI.

Contexto

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

Mix

Provides a foundational server implementation for Dremio's Materialized Centralized Processing (MCP) protocol, enabling file-based data interactions.

Demo

Provides a demonstration of an MCP server implementation using the `http-mcp` package, exposing example tools and prompts.

MyDocs

Empowers AI coding agents to access and leverage your personal historical documents for intelligent template generation and pattern recognition.

Markdown RAG

Provides semantic search and Retrieval-Augmented Generation (RAG) capabilities for markdown documentation.

NicePay

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

Analysis

Orchestrates large language models through chained operations to build complex, multi-layered critical analyses of current affairs.

FastMCP

Demonstrates the Model Context Protocol (MCP) through a TypeScript server implementation.

Research Assistant

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

Huoshui PDF Translator

Translates academic PDF documents, preserving mathematical formulas and original layout with intelligent assistance.

Memex

Equips large language models with persistent memory and knowledge retrieval capabilities through semantic search over markdown vaults.

RAG Vault

Gives AI coding assistants instant access to your private documents—API specs, research papers, internal docs—without ever sending data to the cloud.

ExamAI

Automates the generation, conduction, and evaluation of exams through an AI-powered assessment platform leveraging RAG and multi-LLM validation.

LimeLink

Integrates LimeLink dynamic link management with AI assistants via the Model Context Protocol, enabling link creation, lookup, and management.

South Korea Law

Provides AI-readable access to a verified database of South Korean legislation, including data protection, cybersecurity, and corporate law, through MCP-compatible clients.

Lytx Dotnet

Manages company standards through a .NET server implementation.

Brightspace

Integrates D2L Brightspace LMS with Claude Code, enabling terminal-based access to courses, assignments, grades, and content.

Pipecat Docs

Provides a comprehensive MCP server for the Pipecat voice AI framework, enabling intelligent search and retrieval from documentation and GitHub issues via Claude Desktop or Cursor.

Backpack

Enables AI assistants like Claude to remember and utilize structured knowledge across conversations, eliminating repetitive explanations.