Learning & Documentation MCPサーバー

Training Course

Provides an educational example of an MCP server to expose tools, resources, and prompts to AI clients using the FastMCP library.

Hugging Face Course

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

CodeAI

Provides AI agents with professional development guidelines, coding standards, and best practices for writing production-quality code.

Intro

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

Master

Demonstrates potential security attack vectors against Model Control Protocol (MCP) architectures.

Learn

Integrates a specialized math server with LangChain, enabling advanced computational capabilities for AI applications.

Date and Time

Offers a robust set of functionalities for retrieving date and time, accessing user profiles, and generating personalized greetings.

Aws Knowledge Base Retrieval

Retrieves information from the AWS Knowledge Base using the Bedrock Agent Runtime, enabling Retrieval-Augmented Generation (RAG).

Northwind FastAPI Example

Enables Large Language Models to connect and interact with REST APIs by exposing data through a Model Context Protocol endpoint.

Python Docs Server

Fetches Python documentation using the Brave Search API.

BrianKnows

Connects Claude AI to the BrianKnows API, providing access to blockchain and DeFi knowledge.

Raindrop.io

Integrates Raindrop.io bookmarks with Large Language Models using the Model Context Protocol.

ManualMind

Provides AI-powered natural language search and query capabilities for user manuals and documents.

AST2LLM for Go

Parses Go source code into an Abstract Syntax Tree (AST) and converts it into a clean, LLM-friendly format to enhance prompt context.

Learning React

Provides a minimal server that pre-scrapes React learning documentation into DuckDB for hybrid search.

Knowledge Base

Provides a Model Context Protocol (MCP) server for processing local documents and answering questions based on their content.

Random Number Server

Serves random numbers through a straightforward REST API endpoint.

Npm Readme

Fetches README files and searches for npm packages.

Corporate LXP

Manages corporate learning experiences, employee data, training programs, and skill assessments with agentic framework integration.

Config

Facilitates developer documentation, configuration, and settings search for AI assistants and development workflows.