Learning & Documentation MCP Servers

MCP Servers Hub

Centralizes the discovery, comparison, and implementation of Model Context Protocol (MCP) servers, ranked by community popularity.

Noverload

Connects saved Noverload content to AI assistants, enabling advanced search, content synthesis, and intelligent token management through the Model Context Protocol (MCP).

Drupal Modules

Retrieves Drupal module information from Drupal.org for enhanced development workflows.

GPAC Test Suite

Enables AI assistants to understand and generate GPAC command examples by providing intelligent access to the GPAC multimedia framework test suite.

Hello World

Provides foundational example code for building Model Context Protocol (MCP) servers using FastAPI.

Doc Lib

Manages document ingestion, chunking, semantic search, and note management.

Hello World

Demonstrates the Model Context Protocol (MCP) through a simple client-server greeting tool utilizing standard input and output for communication.

Hello World

Generates multi-language greetings and provides server capabilities through an HTTP-based Model Context Protocol server.

Confluence

Integrates Confluence with the Model Context Protocol to enhance context awareness and streamline documentation workflows.

National Parks

Access real-time information about U.S. National Parks, including park details, alerts, activities, and facilities via the National Park Service API.

Research

Enables large language models to fetch, analyze, and summarize academic research papers from multiple trusted sources in real-time.

MPO

Connects AI assistants and Large Language Models to GitHub, Confluence, and Databricks environments via the Model Context Protocol.

Scribe

Maintains project documentation and progress logs consistently across AI agents.

Joseph

Provides an example implementation of a Message Communication Protocol (MCP) server using the FastMCP framework.

FastAPI Tool Demo

Demonstrates integrating FastAPI and FastMCP to serve LLM-callable tools via the MCP protocol.

Knowledge Base

Provides a Model Context Protocol (MCP) server for processing local documents and answering questions based on their content.

Basic

Provides a simple, experimental server for integrating tools with local AI chat agents.

Presentation

Provides slides and materials for a workshop on deploying applications to Kubernetes.

Local Server

Enables local middleware for seamless communication between LLM-based tools on Windows OS.

AI Book Agent

Empowers AI assistants with intelligent access to ML textbook content for creating accurate, source-grounded documentation.