Learning & Documentation MCP 服务器

Drupal Modules

Retrieves Drupal module information from Drupal.org for enhanced development workflows.

Arxiv

Connects AI assistants to arXiv, enabling search, analysis, and download of research papers within AI workflows.

Context Compose

Define, compose, and manage granular contexts for large language models, ensuring consistent and high-quality results across AI-powered development tasks.

Example

Demonstrates how to implement a Model Context Protocol (MCP) server in Python.

Mi'kmaq Dictionary

Provides a comprehensive RESTful API for bidirectional Mi'kmaq language dictionary lookups and translations.

Python Dependency Manager Companion

Provides current and accurate commands for Python package managers by cross-referencing the latest official documentation.

Race

Transforms iRacing telemetry data into actionable racing insights, offering real-time coaching, car spotting, and detailed lap analysis for sim-racing.

Pine Script V6

Assists AI coding clients like Claude Code and Gemini CLI with accurate Pine Script v6 programming by providing quick access to its reference manual.

Literature Review Assistant

Provides seamless access to academic literature databases, enabling researchers to accelerate their literature review process with LLMs and MCP clients.

GitLab Forum

Provides a specialized Model Context Protocol (MCP) server for efficient searching, reading, and analysis of discussions on the official GitLab community forum.

Langlearn TTS

Enables Claude Desktop to provide interactive text-to-speech functionality for enhanced foreign language learning.

ContextEngine

Transforms project documentation and code into a queryable knowledge base for AI coding assistants, enabling persistent memory and systematic enforcement.

Refcheck

Verifies academic references against Crossref, Semantic Scholar, and arXiv to catch hallucinated citations, find real papers, and export corrected BibTeX.

XSD Diagram

Visualize XML Schema Definition (XSD) files by generating industry-standard SVG diagrams and structured JSON representations.

MilkyWay Codex

Provides AI assistants with accurate reference data for World of Warcraft 3.3.5a (WotLK) addon development.

AEM Edge Delivery Services

Enhances AEM Edge Delivery Services development within IDEs by providing a suite of specialized tools, resources, and prompt templates for LLM-assisted code generation.

Reference Servers

Provides reference implementations for the Model Context Protocol, demonstrating how to enable Large Language Models with secure, controlled access to tools and data sources.

Cakemail API Documentation

Enables AI assistants to discover, understand, and interact with the Cakemail API.

BookLab

Provides AI agents with curated nonfiction book recommendations through the Model Context Protocol.

DevBrain

Provides persistent, shared access to developer knowledge for various AI tools across multiple projects.