Learning & Documentation MCP Servers

AI Prompts

753

Collects and shares AI prompts, best practices, and curated rules to enhance developer workflows within AI-assisted coding tools.

Quickstart Resources

748

Provides example servers and clients used in the Model Context Protocol tutorials.

Sequential Thinking

687

Facilitates structured, progressive thinking by breaking down complex problems into sequential stages.

Mcpdoc

664

Exposes LLM documentation defined in llms.txt files to IDEs for improved context retrieval and auditability.

Context7

601

Fetches up-to-date documentation and code examples for libraries directly into LLM prompts.

PhpMyFAQ

600

Provides a multilingual, database-driven, open-source FAQ web application supporting PHP 8.3+ and various databases.

Docs

574

Indexes and searches third-party library documentation using semantic splitting and vector embeddings.

GalwayBus

571

Provides real-time bus information for Galway, Ireland, built with Kotlin Multiplatform for Android, iOS, and macOS.

Cline Docs

568

Offers documentation and best practices for effectively using and extending Cline's capabilities.

Ref Tools

562

Provides AI coding tools and agents with access to documentation for APIs, services, and libraries.

Awesome Security

531

A curated list of resources focused on the security aspects of the Model Context Protocol (MCP).

Zotero

496

Connects a Zotero research library with AI assistants to facilitate searching and discussing research papers.

Deep Dive Into AI

483

Provides educational resources for learning AI, machine learning, and deep learning using PyTorch and Apple's MLX frameworks.

WeRead

457

Bridges WeChat Read data with AI clients like Claude Desktop, enabling seamless access to notes and reading data.

Octocode

441

Leverages AI to provide advanced code search and discovery across GitHub and NPM, understanding connections between repositories and packages.

AnnotateAI

352

Automatically annotates papers using Large Language Models (LLMs) to provide contextual information while reading.

Codefetch

341

Converts code into Markdown format for use with Large Language Models (LLMs) through a simple terminal command.

Apple Doc

341

Provides seamless access to Apple Developer Documentation directly within AI coding assistants, featuring smart search and wildcard support.

PaellaDOC

336

Provides an AI-first development framework that uses the Model Context Protocol (MCP) to enable Large Language Models (LLMs) to interact with development tools and context.

Spec-Driven Development

320

Facilitates spec-driven development workflows by providing structured prompts for generating requirements, design documents, and code.