Learning & Documentation MCP Servers

Wikipedia

Provides AI agents with real-time access to Wikipedia for research and information retrieval.

Kafka Docker Playground

Enhances the Kafka Docker Playground CLI experience by providing intelligent command completion, validation, and contextual assistance through GitHub Copilot.

Demo

Demonstrates setting up a basic Model Context Protocol server with custom tools for integration with Claude Desktop.

BlackArch Security Tools

Integrates BlackArch Linux security tools into a comprehensive server for educational penetration testing using the Model Context Protocol.

Markdown

Serves remote Markdown files as accessible MCP resources.

Weather

Retrieves weather alerts and forecasts using the National Weather Service (NWS) API.

FreeCodeCamp

Enables AI assistants to access FreeCodeCamp articles and YouTube tutorials via RSS feeds through a Model Context Protocol server.

Cloudscape Docs

Enables seamless semantic search over AWS Cloudscape documentation, assisting AI agents and coding assistants in retrieving relevant information.

Documentation Server

Provides a semantic search server for Model Context Protocol documentation using Redis embeddings.

JSON-RPC Protocol

Implements a JSON-RPC 2.0 real-time server using Node.js and Express, complete with a vanilla JavaScript frontend client for demonstration.

UAB Research Computing Documentation

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

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.

IDE Chat Summarizer

Summarizes AI chat conversations and organizes them into structured markdown files for IDE users.

LiveKit RAG Assistant

Integrates enterprise-grade AI semantic search with real-time web capabilities to provide comprehensive support for LiveKit documentation.

Sun

Summarizes agent conversations into structured documents for effortless review and retention.

Course DSL Compiler

Generates a Python-based server for educational course management from JSON-defined course content.

PDF Reader

Provides comprehensive PDF processing capabilities, including advanced academic analysis and content extraction, optimized for agent understanding.

Module Protocol

Explores the fundamentals of protocol design and client-server communication through a learning project.

Anki

Facilitates programmatic interaction with a local Anki desktop application for efficient flashcard review and creation.

AI

Registers a system information tool within an MCP service, enabling remote execution via `cline`.