Learning & Documentation MCP Servers

Metal

Provides Metal Framework documentation search and code generation capabilities via the Model Context Protocol (MCP).

World MiniApps

Enables Cursor IDE to query World Mini Apps documentation for coding assistance.

Canvas Student

Integrates Canvas LMS with LLM clients via the Model Context Protocol, enabling interaction with course content, assignments, and more through a natural language interface.

Easyrag

Facilitates Retrieval Augmented Generation (RAG) using LlamaIndex, Gemini embeddings, and LanceDB for local knowledge storage.

Server Starter

Quickly sets up a Model Context Protocol (MCP) server with documentation tools and extensible architecture.

Pdf Processor

Processes PDF documents, extracts text, and recognizes LaTeX equations for use with AI models.

AI Book Agent

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

Doxygen

Automates documentation generation from source code comments, parsing classes, functions, and variables to produce output in formats like HTML and PDF.

Swagger Navigator

Provides intelligent discovery and search capabilities for Swagger/OpenAPI endpoints, enabling AI assistants to dynamically explore and interact with REST APIs.

Tscircuit

Provides an AI assistant with comprehensive access to the tscircuit electronics component registry for search, browsing, and analysis.

YARD

Provides a programmable server to explore and query Ruby gem documentation using YARD and the FastMCP protocol.

Nancy Brain

Transforms any GitHub repository into a searchable knowledge base for AI agents.

Repository Architecture

Automatically generates visual architectural diagrams, including dependency graphs, class diagrams, and data flow diagrams, from codebase analysis.

Next.js Docs

Delivers official Next.js 16 documentation directly to AI assistants and editors to ensure accurate and up-to-date development guidance.

Accessibility Learning Guide

Guides web accessibility learners to relevant W3C resources, focusing on official documentation rather than AI-generated explanations.

Session Saver

Manages and stores AI conversation records from various integrated development environments.

RFCXML

Facilitates structured understanding of RFC documents by leveraging their semantic XML structure.

Quran Search Engine

Provides advanced Quran search capabilities including Arabic normalization, lemma/root options, pagination, and highlighted matches through an MCP stdio server.

Skills

Exposes Claude-compatible skills as callable tools for any agent leveraging an MCP client.

Rpax

Parses UiPath Process and Library projects into JSON call graphs, arguments, and diagrams for documentation, validation, and CI impact analysis.