Learning & Documentation MCP 服务器

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.

TwitterAPI.io Docs

Provides offline access to TwitterAPI.io (X API) documentation, including endpoints, pages, and blogs, specifically for AI assistants like Claude.

OneTech

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

Calculator Learning Demo

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

AgenticAI

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

Rust Language

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

SSE Server Sample

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

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.

OpenStax

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

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.

Knowledge Base

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

EduChain

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

POML

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

Canvas

Enables AI assistants to interact with the Canvas LMS platform.