Learning & Documentation MCP Servers

Kali Penetration Test

Integrates Kali Linux security tools with AI assistants for ethical penetration testing in a controlled Docker environment.

Scholarly Mode

Empowers AI assistants to exclusively search, retrieve, and interact with peer-reviewed academic articles from Springer Nature's open access collection.

Claude Modeling Labs

Automates interaction with Cisco Modeling Labs (CML) for network simulation and learning.

Letter Counter

Counts letter occurrences within a given word, designed for use with LLMs.

Faulkner DB

Captures, queries, and analyzes architectural decisions, implementation patterns, and failures over time using a temporal knowledge graph system integrated with Claude Code/Desktop.

Sefaria Jewish Library

Provides access to Jewish texts from the Sefaria library for Large Language Models via the Model Context Protocol.

DIY Helper

Offers real-time access to building codes, material specifications, and manufacturer guides to support DIY consultation.

Calculator Learning Demo

Demonstrates the Model Context Protocol's deprecated HTTP + Server-Sent Events (SSE) transport for educational purposes.

SSE Server Sample

Provides a basic example of a Server-Sent Events (SSE) server implementation for the Model Context Protocol (MCP).

Knowledge Base

Manages a personal markdown-based knowledge base, enabling AI assistants to naturally read, search, and update notes.

Rust Language

Provides AI assistants with comprehensive access to Rust language documentation through a powerful hybrid search mechanism.

OpenStax

Integrates large language models with OpenStax textbooks, providing AI-powered educational content access and generation capabilities.

Model Context Examples

Offers a collection of example server implementations for Model Context Protocol development, featuring real-time weather alerts and web search integration.

Rag Pipeline Research

Explores Retrieval-Augmented Generation (RAG) and Multi-Cloud Processing (MCP) server integration using free and open-source models.

OpenAPI

Provides comprehensive OpenAPI specification linting and documentation rendering capabilities.

ArXiv Humanity

Empowers AI assistants to deeply read, analyze, and synthesize scientific breakthroughs from ArXiv in real-time.

OneTech

Enables AI assistants to extract detailed documentation from Mendix Studio Pro modules using the Model Context Protocol.

POML

Enhances and structures prompts using POML best practices for more reliable AI agent workflows.

EduChain

Provides an MCP-compatible Flask server for Claude Desktop, leveraging the EduChain library to dynamically generate diverse educational content.

AgenticAI

Facilitates experimentation with LangChain, LLM-powered agents, and autonomous AI workflows through practical implementations and prototypes.