Learning & Documentation MCP Servers

Docs Scraper

Extracts clean, focused documentation from websites for human readers and LLM consumption.

Literature Memory Server

Manages various types of sources and integrates them with knowledge graphs for enhanced research and learning.

Godoc

Provides Go package information via the Multi-Command Protocol (MCP).

Medium Article Accelerator

Fetches and summarizes Medium.com articles by tag for use with LLMs such as Claude Desktop.

Offline Educational

Generates educational content, including MCQs, lesson plans, and flashcards, using handwritten logic instead of external large language models.

Document Automation

Enables AI assistants to automatically analyze codebases and generate comprehensive, professional documentation.

WaniKani

Integrates WaniKani learning progress and data with AI assistants, enabling personalized study strategies and real-time updates through natural conversation.

Spec-Driven

Provides structured project specification management capabilities for AI editors through a specification-driven development workflow.

CastPlan

Empowers AI coding assistants with comprehensive project memory and context awareness for enhanced development workflows.

RAG

Processes diverse document formats to provide AI-powered semantic search and compliance checking through a Model Context Protocol server.

Element-UI

Offers a Model Context Protocol server delivering comprehensive details on Element-UI v2.15.14 components for AI assistants.

DeepBoner

Provides AI-powered deep research and evidence synthesis for sexual health topics across multiple biomedical sources.

Homework Grading

Automates the intelligent recognition and grading of student homework images across multiple subjects using an advanced multimodal AI model.

Bevy Docs Search

Indexes Bevy documentation, embeds it into a vector database, and enables similarity search for queries.

Session Saver

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

DevDocs

Integrates over 779 API documentation sets from DevDocs.io, allowing users to search and browse a vast array of developer resources directly within Claude Desktop or any MCP-compatible client.

Architecture Blueprints

Exposes architecture blueprints as persistent context for AI-assisted development, ensuring architectural patterns and principles are always available to AI tools.

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.

OpenGrok

Integrates OpenGrok code indices directly into GitHub Copilot Chat, providing AI assistants with extensive repository context for natural language code exploration.