Learning & Documentation MCP Servers

AWS Documentation

Accesses, searches, and provides recommendations for AWS documentation content.

Academiadepolitie

Offers a remote Model Context Protocol server enabling AI-powered tutoring and personalized learning analytics for students preparing for Romanian police academy entrance exams.

Moodle

Enables Large Language Models to interact with Moodle's REST API through a Model Context Protocol server.

Search YouTube

Enables searching YouTube content through various implementation approaches, including direct API calls and the Model Context Protocol (MCP).

Animal of the Day

Explore a new amazing animal daily.

Context7

Provides up-to-date, version-specific code documentation directly into Large Language Models and AI code editors to improve code generation accuracy.

FastAPI Tool Demo

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

Playground

Demonstrates the Model Context Protocol (MCP) server capabilities with support for both Stdio and Server-Sent Events (SSE) transports.

Docs

Offers a standardized interface to comprehensive documentation, guides, and interactive development workflows for the Model Context Protocol.

EC Europa Component Library

Provides AI agents with programmatic access to the European Commission's Component Library documentation.

YApi

Integrates YApi API documentation directly into MCP-supported editors like Cursor for seamless access.

Wisdom Store

Enhances AI coding assistants with persistent memory, real-time context control, and robust anti-hallucination capabilities.

Claude Code Memory

Empowers Claude Code to retain and query architectural decisions across sessions, eliminating the need to re-explain past choices.

Panopticon

Integrates local Large Language Models directly into your codebase for cost-efficient, always up-to-date documentation and querying.

Team Memory

Empower AI programming assistants with a shared, persistent knowledge base, automatically extracting, storing, and retrieving team experience to overcome the "starting from scratch" problem in every conversation.

Ugandan Law

Offers an AI-powered Model Context Protocol (MCP) server for comprehensive access and query capabilities across 622 Ugandan laws and over 17,000 legal provisions.

NotebookLM

Enables Claude Desktop to gain comprehensive control over Google NotebookLM, facilitating management of notebooks, sources, chat, artifacts, and more through 56 specialized tools.

Modular RAG

Offers a pluggable and observable modular RAG service framework, exposing tool interfaces via MCP for direct integration with AI assistants like Copilot and Claude.

UI Knowledge Service

Provides an offline-first documentation service and context for popular UI frameworks like MUI, USWDS, and Angular Material.

Rules

Provides a high-performance Rust server to look up AI coding standards and guidelines across over 290 rules in 20+ languages via the Model Context Protocol.