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#mcp-tools (30 Repositories)

Ranked open-source repositories tagged with #mcp-tools, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

45.3%

Avg Review Latency

124.3h

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30 repositories tagged #mcp-tools

S TierTypeScript 2.2k 1 GFIs

MCPJam/inspector

Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.

78.9%
Merge Rate
17h
First Review
44%
1st-Timers
15
Maintainers
A TierRust 927 2 GFIs

mixelpixx/Konnect

AI-assisted PCB design for KiCAD 10. Native KiCAD plugin — a single Rust binary exposing 217 schematic, layout, routing, placement, design-review, and manufacturing tools to Claude, or the LLM of your choosing

68.2%
Merge Rate
5h
First Review
67%
1st-Timers
29
Maintainers
A TierGo 2.2k 7 GFIs

stacklok/toolhive

ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.

80.1%
Merge Rate
3d
First Review
61%
1st-Timers
42
Maintainers
A TierPython 1.0k

ArcadeAI/arcade-mcp

MCP Server Framework and Tool Development library for building custom capabilities into agents.

55.0%
Merge Rate
13h
First Review
75%
1st-Timers
5
Maintainers
A TierTypeScript 170

stacklok/toolhive-studio

ToolHive is an application that allows you to install, manage and run MCP servers and connect them to AI agents

80.0%
Merge Rate
-
First Review
50%
1st-Timers
3
Maintainers
A TierTypeScript 25.0k

activepieces/activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

62.8%
Merge Rate
3d
First Review
29%
1st-Timers
45
Maintainers
A TierKotlin 56

rnett/gradle-mcp

A comprehensive MCP server for Gradle.

85.5%
Merge Rate
20d
First Review
100%
1st-Timers
1
Maintainers
A TierPython 2.3k

dsphper/lanhu-mcp

⚡ 需求分析效率提升 200%!全球首个为 AI 编程时代设计的团队协作 MCP 服务器,自动分析需求自动编写前后端代码,下载切图

82.4%
Merge Rate
-
First Review
67%
1st-Timers
8
Maintainers
A TierPython 9.8k 1 GFIs

awslabs/mcp

Open source MCP Servers for AWS

56.2%
Merge Rate
2d
First Review
49%
1st-Timers
74
Maintainers
A TierPython 3.6k

davepoon/buildwithclaude

A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw

45.9%
Merge Rate
-
First Review
60%
1st-Timers
4
Maintainers
A TierPython 2.8k

GH05TCREW/pentestagent

PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows.

91.7%
Merge Rate
<1h
First Review
100%
1st-Timers
0
Maintainers
A TierRust 206

dragthelake/ambient-context

A menu bar app that keeps a written record of what you worked on.

75.0%
Merge Rate
3d
First Review
100%
1st-Timers
1
Maintainers
A TierPython 28.0k

PrefectHQ/fastmcp

🚀 The fast, Pythonic way to build MCP servers and clients.

61.1%
Merge Rate
4d
First Review
39%
1st-Timers
66
Maintainers
B TierTypeScript 2.1k

mcp-router/mcp-router

MCP Router — development, support and security updates ended 2026-09-18. Historical source and final release for existing users.

50.0%
Merge Rate
<1h
First Review
100%
1st-Timers
2
Maintainers
B TierDart 387

Arenukvern/mcp_flutter

MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - via closed feedback loop (visual & semantic snapshot) and high client side customization adaptable for any Flutter app. Nowadays it is often called as agentic harness.

77.8%
Merge Rate
2d
First Review
75%
1st-Timers
2
Maintainers
B TierRust 195

rust-mcp-stack/rust-mcp-sdk

A high-performance, asynchronous toolkit for building MCP servers and clients in Rust.

100.0%
Merge Rate
3d
First Review
100%
1st-Timers
0
Maintainers
B TierKotlin 163 3 GFIs

explyt/spring-plugin

Spring Explyt — free, open-source (Apache-2.0) Spring & Spring Boot plugin that brings Ultimate-grade tooling to IntelliJ IDEA Community Edition (works in Ultimate too): runtime-accurate bean navigation, inspections & quick fixes, endpoints, Spring debugger, HTTP client, MCP tools for AI agents.

62.3%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierPython 151

deepset-ai/hayhooks

Easily deploy Haystack pipelines as REST APIs and MCP Tools.

54.5%
Merge Rate
6d
First Review
67%
1st-Timers
3
Maintainers
B TierTypeScript 5.4k

breaking-brake/cc-wf-studio

CC Workflow Studio

11.4%
Merge Rate
4d
First Review
33%
1st-Timers
1
Maintainers
B TierTypeScript 127

MiniMax-AI/MiniMax-MCP-JS

Official MiniMax Model Context Protocol (MCP) JavaScript implementation that provides seamless integration with MiniMax's powerful AI capabilities including image generation, video generation, text-to-speech, and voice cloning APIs.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
1
Maintainers
B TierTypeScript 482

fdmtl/director

MCP Playbooks for AI agents

25.0%
Merge Rate
38d
First Review
50%
1st-Timers
2
Maintainers
B TierTypeScript 2.5k 14 GFIs

nitrocloudofficial/nitrostack

The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.

38.5%
Merge Rate
17d
First Review
0%
1st-Timers
2
Maintainers
C TierJavaScript 187

mcpHQ/awesome-mcp-servers

A curated catalog of Model Context Protocol (MCP) servers for discovering and integrating AI tools, data sources, and services. Explore MCP servers across databases, developer tools, web automation, cloud infrastructure, productivity, AI agents, analytics, and more.

15.4%
Merge Rate
2d
First Review
0%
1st-Timers
1
Maintainers
C TierHTML 408

ZeroDayEvil/ai-security-tool

🛡️ Free open-source AI-powered security terminal & vulnerability scanner (CVE, SBOM). Supports SSH, SFTP, RDP, VNC, Serial, and 12+ autonomous AI agents (DeepSeek, OpenAI) for automated security workflows, CTF & DevSecOps. Cross-platform & Web UI.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
2
Maintainers
D TierTypeScript 210

yoloshii/ClawMem

On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server + hybrid RAG search.

0.0%
Merge Rate
26d
First Review
0%
1st-Timers
1
Maintainers
D TierRust 495

wanghuan9/skilldock

SkillDock is an AI skill manager and skill management desktop app for Claude Code, Cursor, Codex, Windsurf, Gemini CLI, and other AI coding tools. Install, organize, edit, sync, and update Skills, MCP servers, and plugins with real-directory scanning and Git-aware Diff previews. AI Skill Manager / Skill 管理软件 / MCP 管理工具.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierGo 1.6k

matlab/matlab-mcp-server

Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.

0.0%
Merge Rate
20d
First Review
0%
1st-Timers
0
Maintainers
D TierHTML 1.2k

matlab/simulink-agentic-toolkit

The Simulink Agentic Toolkit gives your AI agent both the tools and the expertise to work effectively with Simulink and Model-Based Design.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 5.0k

atilaahmettaner/tradingview-mcp

TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor & any MCP client. Stocks, crypto, forex & futures across global exchanges. Hosted or self-host.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 110

whut09/opencode-plusplus

OpenCode++: a Coding Agent Reliability Harness for OpenCode, adding context, edit boundaries, command evidence, verification gates, impact analysis, and repair loops.OpenCode++:面向 OpenCode 的 AI 编程可靠性增强框架,为其增加上下文管理、编辑边界、命令证据、验证门禁、影响分析与修复闭环能力。

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Mcp-tools Open Source Repositories & C-Rank™ | GetMerged