fastapi-with-fatmcp-agent

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.

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.

mcp-server-chart

4.5

by antvis

A Model Context Protocol server for generating charts using AntV.

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.

osp_marketing_tools

4.4

by open-strategy-partners

A comprehensive suite of tools for technical marketing content creation, optimization, and product positioning based on Open Strategy Partners' proven methodologies.

mcp-server-calculator

4.4

by githejie

A Model Context Protocol server for calculating. This server enables LLMs to use calculator for precise numerical calculations.

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.

paelladoc

4.3

by jlcases

PAELLADOC is an AI-First Development framework implementing the Model Context Protocol (MCP) to enhance LLM interactions with external tools and context.

mcp-compass

4.3

by liuyoshio

MCP Compass is a discovery and recommendation service for exploring Model Context Protocol servers using natural language queries.

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.

mcp-n8n-workflow-builder

4.2

by salacoste

The n8n Workflow Builder MCP Server is designed to manage n8n workflows using the Model Context Protocol, allowing seamless integration with Claude AI and Cursor IDE.

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.

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.

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.

mcp-jenkins

3.8

by lanbaoshen

The Model Context Protocol (MCP) Jenkins is an open-source implementation that integrates Jenkins with AI language models, ensuring secure and contextual AI interactions.

Cua Agent

3.8

by trycua

cua-mcp-server is a Model Context Protocol (MCP) server for the Computer-Use Agent (CUA), enabling integration with Claude Desktop and other MCP clients.

Aspire.MCP.Sample

3.8

by elbruno

Sample MCP Server and MCP client using Aspire.

tabby-mcp-server

3.8

by thuanpham582002

Tabby-MCP-Server is a powerful plugin that implements a Model Context Protocol (MCP) server, enabling AI-powered terminal control and automation.