Learning & Documentation MCP Servers

AI Toolkit

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

MRConfluenceLinker

Integrates GitLab merge request analysis with Confluence documentation via an MCP server.

Component Library

Provides AI assistants with programmatic access to private React component library documentation and code examples.

ContextFlow

Provides a robust set of development tools, dynamic resources, and reusable prompt templates to enhance software development workflows.

ACDC

Provides AI agents with searchable access to any markdown content through discoverable resources and an embedded full-text search engine.

Solana Docs

Provides a simple notes system for Solana documentation context within the Model Context Protocol.

GitMCP

Transforms any GitHub project into a documentation hub, enabling AI tools to access up-to-date documentation and code and eliminate code hallucinations.

Jayanth-MKV

Explore and learn about Model Context Protocol (MCP) server implementations through a collection of experimental servers.

Instruct

Establishes a persistent personal and organizational knowledge base, providing AI agents with instant context about user identity and preferences.

Document Extractor

Extracts and stores documentation from Microsoft Learn and GitHub URLs into PocketBase, enabling powerful search and retrieval for AI agents.

AnyDocs

Transforms any documentation website into searchable, AI-readable knowledge for AI assistants via the Model Context Protocol.

Weather

Exposes a JSON-RPC endpoint for retrieving simplified weather data from OpenWeatherMap.

Goodbook

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

Mandarin

Facilitates learning Mandarin Chinese vocabulary for HSK levels 1-6 through interactive quizzes, spaced repetition, and comprehensive progress tracking.

Confluence

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

Payman AI

Provides access to Payman AI's documentation for AI assistants to aid developers with integration questions.

PubMed

Exposes the PubMed E-Utilities search workflow over HTTP, providing a unified endpoint for querying medical literature and returning curated article metadata.

Canvas

Connects AI assistants like Claude to Canvas LMS for natural language querying of grades, assignments, and academic data.

Demo

Demonstrates setting up a basic Model Context Protocol server with custom tools for integration with Claude Desktop.

Anki

Facilitates programmatic interaction with a local Anki desktop application for efficient flashcard review and creation.