Learning & Documentation MCP 서버

Run Python

Execute Python code in a secure, sandboxed environment for safe development and testing.

Knowledge Service

Manages a comprehensive knowledge and rules suite for Tailscale networks, featuring semantic search capabilities powered by libSQL vectors and OpenAI embeddings.

Schoology

Integrate Schoology course and assignment data with large language models.

Appcan Helper

Provides development assistance and comprehensive documentation access for AppCan applications.

Goodbook

Enables AI assistants to query and retrieve information from PDF files containing food service standards and preparation guidelines.

Muni

Provides access to municipal building codes and compliance data, assisting with professional regulatory adherence.

Context Bank

Connects AI agents to remote Git repositories to fetch and search markdown documentation and notes.

BaaS

Automates the generation of client-side code and provides documentation search for the AIApp BaaS authentication system.

MCPO Demo

Showcases the implementation and deployment of Model Context Protocol (MCP) tools using the official MCP Orchestrator (MCPO).

IDE Chat Summarizer

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

Kintone Development Support

Offers a robust Model Context Protocol (MCP) server providing comprehensive development support for kintone customizations.

Realtime Collaborative Code Editor

Facilitates real-time, multi-language collaborative code editing, enabling users to write, edit, share, and execute code directly in the browser with live synchronization.

Test Server

Demonstrates basic Model Context Protocol (MCP) functionality, including tool calls and resource access with robust Zod validation, for learning how to build AI model interactions.

AI Toolkit

Offers a comprehensive open-source collection of AI projects, Model Context Protocol (MCP) servers, and extensive learning resources.

Amplemarket Knowledge Base

Provides seamless access to the Amplemarket Knowledge Base via Pylon's API for MCP-compatible clients like Claude Desktop.

Moon Phase

Calculates moon phases and illumination based on date and time, providing a clear example of an MCP server.

Campus Chatbot

Delivers a self-evolving AI intelligent service hub specifically designed for university campuses, integrating RAGFlow, LLM, and MCP tool calling.

FastMCP Lab

Develops an MCP client to interact with tools, resources, and prompts exposed by an MCP server using the FastMCP framework.

Markdown RAG

Indexes and semantically searches Markdown documents using vector embeddings and a self-contained vector database.

Lab

Provides an environment for exploring the Model Context Protocol.