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Most starred MCP servers

GitHub stars still matter for discovery. Pair this with /trending for a quality-weighted view.

Matlab
matlab
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.
1.7k starsLocalengineering-toolsmatlab
C
Cheatengine MCP Bridge
miscusi-peek
Connect your favorite AI agents directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.
1.6k starsLocalai-agentsai-tools

Page 6 of 575 (20,668 servers)

Plug any tool into any agent. MCP servers for people who do not write servers. Gateway for volume, n8n for apps.

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Mcptools

A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

1.6k starsLocal

Php Sdk

modelcontextprotocol

The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.

1.6k starsLocalmcp-clientphp

Rulego

⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.

1.6k starsLocalautomationdata-flow

MCP Windbg

Model Context Protocol for WinDbg.

1.6k starsLocalcopilotcopilot-chat

MCP Language Server

mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.

1.6k starsLocallanguage-server-protocol

Datagouv

Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.

1.6k starsLocalopen-dataopendata

MiniMax

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

1.6k starsLocalimage-generationimage-to-video

PrismerCloud

Prismer Cloud

1.6k starsLocalagent-communicationagent-memory

LitterBox

A self-hosted sandbox for red teams to test payloads against modern detection before deployment. MCP integration lets an LLM agent drive analysis end to end.

1.5k starsLocaldocker-composemalware-analysis

MCP Server Qdrant

An official Qdrant Model Context Protocol (MCP) server implementation

1.5k starsLocalclaudecursor

Paperdebugger

A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing

1.5k starsLocalagentagentic-ai

Rocketmq Rust

🚀 Apache RocketMQ built in Rust 🦀 — faster, safer, and more memory-efficient. Powering high-performance messaging for the AI era, with AI Agent, MCP, and AI-SRE capabilities.

1.5k starsLocalai-srecloud-native

Data Api Builder

Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.

1.5k starsLocalapiazure

Aoci Code

A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first MCP server + CLI in Go: a governed repository index of code k

1.5k starsLocalagent-memoryagents-md

Npcpy

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

1.5k starsLocalagentsmcp-client

Arkon

Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (

1.5k starsLocalenterprise-aiknowledge-base-embeddings

Ros

Connect AI models like Claude & GPT with robots using MCP and ROS.

1.5k starsLocalrosros-mcp-server

Agents

Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For shipping AI assistants and multi-agent AI workflows.

1.5k starsLocalagentagent-builder

Chunkhound

Your entire engineering context, deeply understood

1.4k starsLocalagentduckdb

Pm Claude Skills

1255 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — PRDs, postmortems, leases, medical bills, layoffs, go-bags, new countries. Plain markdown, MIT, in Anthropic's plugin direc

1.4k starsLocalagent-skillsagents

Tradememory Protocol

Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.

1.4k starsLocalagentic-tradingai-agents

Mysql

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

1.4k starsLocalclaudeclaude-code

Voicemode

Natural voice conversations with Claude Code

1.4k starsLocalanthropicasr

Voicemode

Natural voice conversations for AI assistants - STT/TTS via MCP

1.4k starsLocal

Awesome Hacking Lists

A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us to explore, contribute, and enhance your hacking toolkit!

1.4k starsLocalagentsaiagent

Nocturne Memory

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, s

1.4k starsLocalagentic-aiai-identity

Keeper.sh

Calendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud, CalDAV or ICS.

1.4k starsLocalbuncaldav

Mirobody

Turn scattered health data into answers you can trace. Self-hosted AI health data engine for lab reports, wearables and genetics, with a built-in MCP server. Run it with Docker and one LLM key, or kee

1.4k starsLocalai-agentsapple-health

Sourcey

Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.

1.4k starsLocalapi-documentationdeveloper-tools

Xiaozhi Esp32 Server Java

小智ESP32的Java企业级管理平台，提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案

1.4k starsLocalesp32java

Claude Video Vision

Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audio analysis

1.4k starsLocalclaude-codeclaude-code-plugin

Wenyan

文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。

1.3k starsLocalwechatwenyan

Repobrain

🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.

1.3k starsLocalagents-sdkai-agent

Monitor

Real-time monitoring, slowlog analysis, and audit trails for Valkey and Redis

1.3k starsLocaldragonflymetrics