MCP directory

Model Context Protocol servers

675 MCP servers — install commands + config snippets + live GitHub stats. Browse anonymously, or sign in to like, install, and tune your For You feed.

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Tags #ai 224 #claude 136 #ai-agents 112 #llm 105 #agent 77 #claude-code 75 #agentic-ai 58 #anthropic 57 #ai-agent 55 #agents 51 #automation 48 #community 43 #cursor 40 #cli 38 #ai-tools 35 #mcp-client 31 clear tags

cobusgreyling Discovered Dev tools 3.8k

loop-engineering

Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit,

npx -y loop-engineering

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aresyn Discovered Productivity 203

codex-control-plane-mcp

Durable MCP control plane for long-running Codex Desktop tasks

uvx codex-control-plane-mcp

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CodeAbra Discovered Data 318

iai-personal-memory-engine

MCP memory server for AI coding assistants. Works with Claude Code, Cursor, Codex, Gemini CLI, Cline, Continue, Cherry Studio, Zed, Hermes, OpenClaw, and any MCP client. Local, encrypted, verbatim rec

uvx iai-personal-memory-engine

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agentic-box Discovered Data 421

memora

Give your AI agents persistent memory.

uvx memora

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diegosouzapw Discovered System 7.5k

OmniRoute

Never stop coding. Free AI gateway: one endpoint, 160+ providers (50+ free), connect Claude Code, Codex, Cursor, Cline & Copilot to FREE Claude/GPT/Gemini. RTK+Caveman stacked compression saves 15-95%

npx -y omniroute

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ZSeven-W Discovered Data 3.6k

openpencil

The world's first open-source AI-native vector design tool and the first to feature concurrent Agent Teams. Design-as-Code. Turn prompts into UI directly on the live canvas. A modern alternative to Pe

npx -y openpencil

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superset-sh Discovered System 12.2k

superset

Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine

npx -y superset

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liyupi Discovered AI 16.4k

ai-guide

程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cu

npx -y ai-guide

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zhayujie Discovered Productivity 45.7k

CowAgent

Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightweight, extensible, one-line install. (form

uvx cowagent

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jeecgboot Discovered System 46.9k

JeecgBoot

AI 低代码平台「低代码 + 零代码」双驱动！低代码可一键生成前后端代码;零代码可 5 分钟搭建系统;AI Skills 一句话画流程、设计表单、生成整套系统。内置 AI聊天、知识库、流程编排、MCP插件等，兼容主流大模型。引领「AI 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式，消除 Java 项目 80% 的重复工作，提效而不失灵活。

# See README at the repo for install instructions

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ComposioHQ Discovered System 66.2k

awesome-claude-skills

A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

uvx awesome-claude-skills

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farion1231 Discovered System 110.1k

cc-switch

A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io

cargo install cc-switch

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hanzili Discovered Web 166

hanzi-browse

let any ai agent use the local browser

npx -y hanzi-browse

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DAWNCR0W Discovered Web 212

affine-mcp-server

Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdio or HTTP.

npx -y affine-mcp-server

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IMNMV Discovered System 284

ClaudeR

Connect RStudio to Claude Code, Codex, Gemini, and other LLM agents via MCP. Multi-agent orchestration, automated manuscript auditing, and zero-config setup with uvx

uvx clauder

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agentify-sh Discovered AI 454

desktop

Agentify Desktop lets Codex/Claude/OpenCode control your logged-in ChatGPT, Claude, AiStudio, Gemini, Grok, Perplexity web sessions via MCP, parallel hidden/visible tabs, file upload + image download

npx -y desktop

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AVIDS2 Discovered System 519

memorix

Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravity, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Copilot, Kiro, Open

npx -y memorix

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iFurySt Discovered System 1.2k

open-codex-computer-use

👾 Open Computer Use – Open-Source Alternative to Codex Computer Use

# See README at the repo for install instructions

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grab Discovered Dev tools 6.9k

cursor-talk-to-figma-mcp

TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.

npx -y cursor-talk-to-figma-mcp

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SixHq Discovered AI 620

Overture

Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the execution plan of any AI coding agent as an interactive flowcha

npx -y overture

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jnMetaCode Discovered System 1.5k

agency-orchestrator

🚀 One sentence → multi-AI-role collaboration → complete plan in minutes. Built on the agency-agents role library (216+ experts), zero-code YAML, web Studio + desktop app, 10 LLM providers (7 free). 基

npx -y agency-orchestrator

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irinabuht12-oss Discovered AI 1.0k

google-meta-ads-ga4-mcp

MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor, n8n, Windsurf & more. 250+ tools for campaign management, analytics & optimization.

# See README at the repo for install instructions

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DeusData Discovered Data 20.0k

codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary

# See README at the repo for install instructions

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bytebase Discovered Data 3.0k

dbhub

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.

npx -y dbhub

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wanshuiyin Discovered AI 12.8k

Auto-claude-code-research-in-sleep

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works wi

uvx auto-claude-code-research-in-sleep

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mksglu Discovered System 18.3k

context-mode

Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.

npx -y context-mode

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oraios Discovered AI 25.9k

serena

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

uvx serena

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🤖

Prismix is itself an MCP server

Connect Claude Desktop and ask "Is OpenAI down right now?" — get a live answer from 75+ AI providers. One JSON snippet, 30 seconds.

Setup guide →

loop-engineering

codex-control-plane-mcp

iai-personal-memory-engine

memora

OmniRoute

openpencil

superset

ai-guide

CowAgent

JeecgBoot

awesome-claude-skills

cc-switch

hanzi-browse

affine-mcp-server

ClaudeR

desktop

memorix

open-codex-computer-use

cursor-talk-to-figma-mcp

Overture

agency-orchestrator

google-meta-ads-ga4-mcp

codebase-memory-mcp

dbhub

Auto-claude-code-research-in-sleep

context-mode

serena