python-mcp

context7

4.9

by upstash

Context7 MCP provides up-to-date, version-specific documentation and code examples directly into your prompt, enhancing the capabilities of LLMs by ensuring they use the latest information.

claude-task-master

4.8

by eyaltoledano

Task Master is a task management system for AI-driven development with Claude, designed to work seamlessly with Cursor AI.

git-mcp

4.6

by idosal

GitMCP is a free, open-source, remote Model Context Protocol (MCP) server that transforms GitHub projects into documentation hubs, enabling AI tools to access up-to-date documentation and code.

mcp-shrimp-task-manager

4.6

by cjo4m06

MCP Shrimp Task Manager is an intelligent task management system based on Model Context Protocol (MCP), designed to enhance programming workflows for AI Agents.

repomix

4.5

by yamadashy

Repomix is a tool that packs your codebase into AI-friendly formats, making it easier to use with AI tools like LLMs.

mindsdb

4.5

by mindsdb

MindsDB is an open-source server that enables seamless interaction with large-scale federated data using the Model Context Protocol (MCP).

mcpdoc

4.5

by langchain-ai

MCP LLMS-TXT Documentation Server provides a structured way to manage and retrieve LLM documentation using the Model Context Protocol.

mcp-server-tree-sitter

4.4

by wrale

The MCP Tree-sitter Server is a Model Context Protocol server that provides code analysis capabilities using tree-sitter, designed to give AI assistants intelligent access to codebases with appropriate context management.

mcp-svelte-docs

4.4

by spences10

A Model Context Protocol (MCP) server that provides a comprehensive reference guide for Svelte 5, helping LLMs provide accurate guidance when users are working with Svelte.

DesktopCommanderMCP

4.4

by wonderwhy-er

Desktop Commander MCP is a tool that allows users to search, update, manage files, and run terminal commands using AI, without incurring API token costs.

Sequential Thinking

4.3

by modelcontextprotocol

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

wcgw

4.3

by rusiaaman

wcgw is an MCP server with tightly integrated shell and code editing tools, designed to empower chat applications like Claude to code, build, and run on your local machine.

dev-mcp

4.3

by Shopify

This project implements a Model Context Protocol (MCP) server that interacts with Shopify Dev, supporting various tools to interact with different Shopify APIs.

docker-mcp

4.3

by QuantGeekDev

A powerful Model Context Protocol (MCP) server for Docker operations, enabling seamless container and compose stack management through Claude AI.

mindmap-mcp-server

4.2

by YuChenSSR

A Model Context Protocol (MCP) server for converting Markdown content to interactive mindmaps.

ai-agent-marketplace-index-mcp

4.1

by AI-Agent-Hub

MCP Server for AI Agent Marketplace Index from DeepNLP, allowing AI assistants to search available AI agents by keywords or categories.

algorand-mcp

4.1

by GoPlausible

This is a Model Context Protocol (MCP) implementation for Algorand blockchain interactions, providing a server package for blockchain interactions and a client package for wallet management and transaction signing.

github-mcp-server

4.1

by github

The GitHub MCP Server is a Model Context Protocol server that integrates with GitHub APIs for automation and interaction.

rapidocr-mcp

4.0

by z4none

RapidOCR MCP Server is a Model Context Protocol server that provides an easy-to-use OCR interface.

gateway

4.0

by centralmind

CentralMind Gateway is a tool designed to expose databases to AI agents via MCP or OpenAPI protocols, providing secure, LLM-optimized APIs.

exa-mcp-server

3.8

by exa-labs

A Model Context Protocol (MCP) server allows AI assistants to use the Exa AI Search API for real-time web searches in a secure manner.

code-assistant

3.8

by stippi

Code Assistant is a CLI tool built in Rust for assisting with code-related tasks, including running as a Model Context Protocol server.

unity-mcp

3.8

by justinpbarnett

Unity MCP connects your Unity Editor to LLMs using the Model Context Protocol, enabling AI assistants to interact with Unity for asset management, scene control, script editing, and task automation.

postgres-mcp

3.8

by crystaldba

Postgres MCP Pro is an open-source Model Context Protocol server designed to enhance database performance and management through advanced tools and features.

supabase-mcp

3.8

by supabase-community

Connect your Supabase projects to AI assistants using the Model Context Protocol (MCP) server.

Sequential Thinking MCP Server

3.8

by modelcontextprotocol

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

GhidraMCP

3.8

by LaurieWired

ghidraMCP is a Model Context Protocol server designed to enable LLMs to autonomously reverse engineer applications using Ghidra.