Learning & Documentation MCP 服务器

Amazon LP

Provides a Model Context Protocol server for accessing Amazon Leadership Principles and their associated video transcripts.

Github Tutorial

Provides examples for interacting with the GitHub API to manage repositories and collaborate on projects.

KB

Semantically searches markdown documentation within code repositories, leveraging embeddings for AI-assisted information retrieval.

DocsScraper

Provides semantic search capabilities over documentation chunks using embeddings and AI validation, connecting to a web API.

TypeScript On-Process

Implements an on-process Model Context Protocol server using TypeScript and standard I/O streams for client communication.

Document Organizer

Automates systematic document organization, converts PDFs to Markdown, and enforces a universal project documentation standard.

Context Protocol Learning

Offers a comprehensive, hands-on learning path for Model Context Protocol (MCP) development, guiding users from beginner to advanced concepts.

Random Number Server

Serves random numbers through a straightforward REST API endpoint.

OwlPay

Facilitates direct documentation search for large language models.

Knowledge Service

Manages a comprehensive knowledge and rules suite for Tailscale networks, featuring semantic search capabilities powered by libSQL vectors and OpenAI embeddings.

FastAPI Application

Provides an example REST API application built with FastAPI, demonstrating integration with the Model Context Protocol (MCP).

PubMed

Enables searching and retrieving scientific articles from PubMed via the NCBI E-utilities API.

Reflection

Facilitates lightweight reflection and differential diagnosis by detecting AI providers or using local models to store and manage short-term memories.

Joseph

Provides an example implementation of a Message Communication Protocol (MCP) server using the FastMCP framework.

Project Analyzer

Analyzes project structures and generates comprehensive README files.

Example

Explores the Model Context Protocol (MCP), its concepts, operation, and potential future impact on AI tool integration.

File System Explorer

Explores local file systems, demonstrating core Model Context Protocol (MCP) concepts for learning and development.

Muni

Provides access to municipal building codes and compliance data, assisting with professional regulatory adherence.

Notion Knowledge

Establishes a Cloudflare Workers-based server to manage and enhance programming knowledge within Notion databases.

Python Tutorial

Provides a tutorial app for Model Context Protocol (MCP) in Python, demonstrating core MCP concepts with a simple local database.