Learning & Documentation MCP Servers

Npm Readme

Fetches README files and searches for npm packages.

PDF Retrieval

Retrieves relevant text chunks from PDF documents using a hybrid search approach for integration with AI agents.

Outline

Integrates Outline knowledge bases with Claude Code, enabling direct search, creation, and management of documents.

Demo

Provides a Model Control Protocol (MCP) server implementation demonstrating various AI assistant tools and resources.

Project Template

Establishes a foundational template for new MCP Server projects, featuring an example `hello_word_tool` for immediate testing.

Rs Exploration

Explores the Model Context Protocol (MCP) specification using Rust.

M/M/1 Queue Simulation

Provides comprehensive resources, tools, and prompts for simulating and analyzing M/M/1 queuing systems, enabling large language models to assist with complex operations research tasks.

BookStack

Integrates BookStack documentation with Cursor AI, enabling AI-powered content management.

Python Tutorial

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

Robostats

Connects FIRST Robotics Competition (FRC) data directly to Claude Desktop or Cursor IDE for AI-powered analysis.

Yokatlas

Provides programmatic access to Turkish higher education data, including detailed information on bachelor's and associate degree programs.

Example Server

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

CodeAI

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

Test

Provides a sample Model Context Protocol server offering tools to fetch public API data like quotes, jokes, and advice.

Docs Server

Enables AI assistants to access and search through organized markdown documentation files automatically.

My Server

Manages a simple notes system through a Model Context Protocol server, providing resources, tools, and prompts for note interaction.

Youtube Transcripts

Retrieves YouTube video transcripts in various formats for Large Language Model (LLM) integration.

Context7

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

Local File Reader

Enables an MCP client like Claude Desktop to securely read files directly from your local disk.

Calculator

Provides a suite of mathematical functions accessible via a Model Context Protocol (MCP) server.