GitHub MCP Servers

GitHub

24,324

Enables advanced automation and interaction capabilities with GitHub APIs for developers and tools using the Model Context Protocol.

DocsGPT

17,339

Provides accurate, hallucination-free answers by leveraging diverse knowledge sources and integrating with large language models.

Gitingest

13,041

Converts Git repository URLs into prompt-friendly text extracts of codebases for large language models.

PocketFlow Codebase Tutorial

11,705

Transforms GitHub repositories and local code into beginner-friendly tutorials by leveraging artificial intelligence.

Bloop

9,488

Provides an AI-powered conversational search engine for codebases, enabling natural language queries, code navigation, and patch generation.

Git

6,894

Transforms any GitHub project into a documentation hub accessible to AI tools, preventing hallucinations by providing accurate and up-to-date context.

Claude Context

4,413

Enhances AI coding agents by providing semantic code search and deep context from an entire codebase.

Container Use

3,242

Provides containerized development environments, enabling multiple coding agents to work safely and independently with diverse tech stacks.

GenAIScript

2,835

Programmatically assembles prompts for LLMs using JavaScript to orchestrate LLMs, tools, and data in code.

Sourcebot

2,781

Index and search code across multiple repositories and branches from various code hosting platforms.

Agent OS

2,425

Streamlines AI coding agents' workflow for planning and executing software development tasks effectively.

Anyquery

1,526

Unify access to diverse data sources, from files and databases to popular applications, by querying them with SQL and integrating with large language models.

AutoPR

1,356

Automates AI-powered workflows directly within your codebase.

Zoekt

1,138

Enables rapid, trigram-based text search capabilities specifically for source code repositories.

Ollama MCP Bridge

940

Connects local LLMs (via Ollama) to Model Context Protocol (MCP) servers, allowing open-source models to use external tools.

AI Prompts

816

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

Context Portal

674

Builds a project-specific knowledge graph to supercharge AI assistants with context-aware Retrieval Augmented Generation (RAG) capabilities.

Agent Mail

670

Enables coding agents to communicate and coordinate asynchronously, providing a mail-like system with identities, inboxes, and shared context.

Protolint

654

Enforces Protocol Buffer style and conventions through linting and automated fixes.

How To Cook

646

Empowers AI assistants to act as a personal chef, recommending recipes and planning meals based on a comprehensive cooking guide.