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MCP serverSafe

UI-TARS-desktop

bytedance

Lets your AI agent interact with graphical user interfaces, browsers, and your computer through a multimodal agent stack.

39kApache-2.0
MCP serverSafe

claude-code-router

musistudio

Offers a local control plane to route, orchestrate, and observe requests across multiple AI agents and models from one application.

38kMIT
MCP serverSafe

github-mcp-server

github

Connects AI tools directly to GitHub, enabling agents to manage repositories, issues, PRs, and analyze code using natural language.

34kMIT
MCP serverSafe

skills

vercel-labs

A command-line interface for the open agent skills ecosystem, enabling easy installation and usage of skills across various AI coding agents.

33kMIT
MCP serverSafe

python-sdk

modelcontextprotocol

The official Python SDK for Model Context Protocol (MCP), enabling developers to build custom MCP servers and clients to extend AI agent capabilities.

25kMIT
MCP serverSafe

n8n-mcp

czlonkowski

n8n-MCP is an MCP server providing AI assistants with comprehensive access to n8n's node documentation and operations to build workflows.

23kMIT
MCP serverSafe

FunASR

modelscope

FunASR is an open-source speech recognition toolkit providing training, inference, and various audio processing pipelines, with OpenAI-compatible/MCP serving capabilities.

21kMIT
MCP serverSafe

unity-mcp

CoplayDev

Enables AI agents to control the Unity Editor, manage assets, edit scripts, and automate game development tasks using natural language.

15kMIT
MCP serverSafe

nightingale

ccfos

Connects monitoring data (Prometheus, logs) to AI agents via MCP for intelligent alerting and troubleshooting.

13kApache-2.0
MCP serverSafe

ccstatusline

sirmalloc

Add a customizable status line to Claude Code CLI displaying model info, Git status, and token usage.

13kMIT
MCP serverSafe

fastapi_mcp

tadata-org

This tool exposes existing FastAPI endpoints as Model Context Protocol (MCP) tools, complete with authentication, allowing AI agents to interact with your backend.

12kMIT
MCP serverSafe

nginx-ui

0xJacky

This MCP server provides a web-based user interface for managing Nginx configurations and operations, exposing these capabilities to AI agents.

12kAGPL-3.0
MCP serverSafe

xiaozhi-esp32-server

xinnan-tech

This MCP backend service enables AI agents to control ESP32 devices, supporting MQTT, Websocket, and voice recognition for IoT automation.

11kMIT
MCP serverSafe

mcp

awslabs

This repository provides open-source MCP servers to integrate AI agents with AWS services, enabling agent-driven cloud management.

9.8kApache-2.0
MCP serverSafe

openstatus

openstatusHQ

This open-source platform provides uptime monitoring and status pages as code, operable by AI agents via MCP for infra management and incident communication.

9.2kAGPL-3.0
MCP serverSafe

mcp-agent

lastmile-ai

This framework helps build effective and robust AI agents using the Model Context Protocol, offering full MCP support and composable agent patterns.

8.6kApache-2.0
MCP serverSafe

Awesome-MCP-ZH

yzfly

A curated collection of MCP (Model Context Protocol) resources, clients, and servers, with guides for Chinese users to leverage AI agent capabilities.

7.7kMIT
MCP serverSafe

pxpipe

teamchong

Reduce Claude Code token usage by rendering bulky text context into compact images for the model to process.

7.5kMIT
MCP serverSafe

browser-tools-mcp

AgentDeskAI

Lets your AI coding agent monitor a live Chrome session, streaming console output, network activity, screenshots, and Lighthouse audits directly.

7.3kMIT
MCP serverSafe

codex-with-chatgpt

XiaoDuoYa

Connects the ChatGPT web app to Codex via a read-only MCP, allowing ChatGPT to act as the planning and review brain for Codex coding sessions.

7.1kMIT
MCP serverSafe

MobileBuildMCP

getsentry

Provides an MCP server and skills for AI agents to assist with building, testing, and managing iOS and macOS projects using Xcode.

6.5kMIT
MCP serverSafe

semble

MinishLab

This tool enables AI agents to perform fast and accurate code search in natural language, significantly reducing token usage.

6.2kMIT
MCP serverSafe

tabularis

TabularisDB

Tabularis is an open-source desktop SQL workspace with a built-in MCP server that enables AI agents to read database schemas and run queries.

5.2kApache-2.0
MCP serverSafe

code-graph-rag

vitali87

Allows AI agents to query, understand, and edit multi-language codebases using a knowledge graph built from code structure.

5.2kMIT