Learning & Documentation MCPサーバー

AST2LLM for Go

Parses Go source code into an Abstract Syntax Tree (AST) and converts it into a clean, LLM-friendly format to enhance prompt context.

Coding

Enables AI code assistants to generate up-to-date code by checking the latest library documentation.

Notion Assistant

Exposes advanced Notion search, reading, summarization, and emotion-analysis capabilities to any MCP-compatible LLM client.

Dedalus Kush Documentation

Serves and queries documentation with advanced AI capabilities for knowledge retrieval and management.

MagentaA11y

Delivers accessibility acceptance criteria from MagentaA11y via the Model Context Protocol for local or remote access.

Rust Docs

Provides comprehensive access to Rust crate documentation and metadata from crates.io and docs.rs.

Module Protocol

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

Pybricks Assistant

Provides an intelligent search and retrieval system for Pybricks documentation and code examples.

Course DSL Compiler

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

Sun

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

Best Practices

Serves Python coding best practices and guidelines via a Model Context Protocol (MCP) server for general development and FastAPI APIs.

LiveKit RAG Assistant

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

IDE Chat Summarizer

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

AI Prompt Logger

Logs Cursor AI chat interactions to Notion for analysis, documentation, and knowledge management.

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.

Cloudscape Docs

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

Alloy

Provides a local Alloy-Language server to facilitate the generation and execution of Alloy modeling code.

Markdown

Serves remote Markdown files as accessible MCP resources.

Cricket Prediction

Demonstrates building a Model Context Protocol (MCP) server in Python to expose custom tools and resources to large language models (LLMs) and MCP clients.

BlackArch Security Tools

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