Learning & Documentation MCP Servers

Student

Manage educational context based on courses, assignments, and exams using a knowledge graph.

ProjectDocHelper

Automatically generates project documentation and serves it via MCP to improve AI development tool accuracy.

PubNub

Exposes PubNub SDK documentation and API resources to Large Language Model (LLM)-powered tools, enhancing their ability to interact with PubNub.

Number Guessing Game

Demonstrates a Model Context Protocol (MCP) server showcasing dynamic tools and resources through a number guessing game.

Kokkai Minutes

Accesses the Japanese National Diet Library's Kokkai Minutes API through a Model Context Protocol (MCP) agent.

Basic

Provides a basic Model Context Protocol (MCP) server that fetches weather information for educational purposes.

AutoGen

Empowers AI assistants to search and retrieve comprehensive Microsoft AutoGen documentation across various versions.

Remote Auth

Illustrates the practical implementation of OAuth and Dynamic Client Registration (DCR) for a Remote Model Context Protocol (MCP) server.

Albumentations

Transform images using natural language prompts and powerful augmentation techniques via the MCP protocol.

Server Demos

Provides example Model Context Protocol servers for AI applications to securely connect to external data sources and tools.

Material Web

Provides AI agents with programmatic access to Material Web documentation and component utilities.

Documan

Simplifies documentation by leveraging AI for semantic understanding and search of content.

Scholarly Mode

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

Scholar Sidekick

Resolves, formats, and exports academic citations from any AI assistant.

Gnosis

Transform documents into a searchable knowledge base, easily ingest and serve data for AI agents.

Obsidian

Enables Large Language Models to read and perform limited write operations on an Obsidian vault via a stdio MCP server.

Scholar

Automates early-stage literature review and academic paper analysis by integrating PDF parsing with AI.

Docmost Local

Integrates Docmost documentation services directly into local development environments and IDEs.

GitUML

Automatically generates comprehensive UML class, sequence, flowchart, and component diagrams for Java and Spring Boot applications.

Milk

Provides persistent memory and task management for Claude Code sessions by integrating with Remember The Milk.