Trending MCP servers

Concat

jub0t

Server

The truly free, open-source, local-first, cross-platform CapCut replacement. Scriptable through a JSON-RPC API & MCP.

Headroom

headroomlabs-ai

SDK / infra

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

Xerj

xerj-org

Server

Local-first search engine and MCP server for AI agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference memory corpora.

OmniRoute

cheaper-inference

SDK / infra

Never stop coding. Free MIT AI gateway: one endpoint, 375 providers (150+ free), 1,400+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop/PWA. Built by 900+ contributors

Context Mode

mksglu

Server

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

Apify MCP Server

apify

Server

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.

Windows-MCP

CursorTouch

Server

MCP Server for Computer Use in Windows

Mcd Party Planner

zcbacxc

Server

麦当劳 MCP 聚会/团餐组织助手 — 基于 Model Context Protocol 的派对预订与团餐规划 CLI/Skill

Dbx

t8y2

SDK / infra

25 MB lightweight cross-platform database client for 100+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, desktop and Docker. | 轻量级跨平台数据库管理工具，支持 MySQL、PostgreSQL、SQLite、Redis、MongoDB、达梦等 100+ 数据库，提供桌面端、Docker、CLI、内置 AI 助手和 MCP。

AiSOC

beenuar

Server

Open-source AI Security Operations Center: alert fusion, LLM-agent triage, MITRE ATT&CK investigation, and a replayable decision ledger for every agent step. Self-hostable, runs with no API keys, MIT licensed. Ships an MCP server for Claude, Cursor and Continue.

MCP For Blender

ahujasid

Server

Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation.

Codebase Memory MCP

DeusData

Server

Local code intelligence for developers and AI agents. Connect code, docs and infrastructure in a persistent graph, with CBM Lens, MCP tools, agent integrations and change-aware test selection.

Xiaozhi Esp32

78

Server

An MCP-based chatbot | 一个基于MCP的聊天机器人

holaOS

holaboss-ai

Server

Open-source agentic workspace enterprises can make their own. Connect the systems you already run — 100+ integrations, MCP, chat tools, apps, browser, local files — with shared memory. Any agent (Claude Code, Codex), any model, or BYOK. Set up in clicks, not months. Local-first: your data never leaves your machines.

Serena

oraios

Server

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

Google Ads Meta Ads MCP

irinabuht12-oss

Server

Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + Google Analytics MCP (GA4) + Search Console in one hosted remote MCP for Claude, ChatGPT, Cursor & n8n: OAuth login, no API keys, approval-gated writes, 7-day free trial. By Ryze AI.

N8n MCP

czlonkowski

Server

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

Ffmpeg Skill

kajisho5

Server

Local video editor for coding agents: 42 FFmpeg tools with a machine-readable contract and an MCP server, for Claude Code, Cursor and Codex. Cut, captions, reframe, loudness, platform exports. No cloud, no API keys.

MCP Audit Tool

graygnatconsole

Server

🛡️ Security audit CLI for Model Context Protocol (MCP) servers — scan AI agent configs for tool poisoning, rug pulls, hardcoded secrets, command injection & supply-chain risks. Pure Python, SARIF + CI ready.

Chrome Devtools MCP

ChromeDevTools

Server

Chrome DevTools for coding agents

Awesome MCP Servers

punkpeye

Directory

A collection of MCP servers.

Stealth Browser MCP

vibheksoni

Server

Stealth browser automation for AI agents over MCP and the Chrome DevTools Protocol: navigation, network hooks, DOM extraction, and pixel-accurate UI cloning.

Mobile MCP

mobile-next

Server

Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)

Unity MCP

CoplayDev

Server

Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.

Blender AI MCP Addon

LiCinCan

Server

AI assistant and MCP server for Blender: visual chat, scene tools, multi-agent workflows. Works with OpenAI, ChatGPT, Claude, Gemini, Ollama, OpenCode. Blender AI addon and plugin, copilot for 3D, bpy Python scripting, MCP integration.

Playwright MCP

microsoft

Server

Playwright MCP server

Stitch Skills

google-labs-code

SDK / infra

A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents such as Antigravity, Gemini CLI, Claude Code, Cursor.

PDFMathTranslate

PDFMathTranslate

Server

[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/MCP/Docker/Zotero

Open Seo MCP Skills

Ryze-AI-Adgent

Server

Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI visibility on your real GSC/GA4/ads data. claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp

Ripwire

redhat-et

Server

The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents. Find what you want without reading the repo, then check you built what you meant — blast radius, tests-to-run, quality deltas. Signatures at 74.7% fewer bytes than bodies; every guess labelled, every loss published. Paddle out with a map.

Wigolo

KnockOutEZ

Server

The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.

TrendRadar

sansan0

Server

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

World Intel MCP

marc-shade

Server

160-tool MCP server for real-time global intelligence from free public APIs: markets, liquidity, prediction markets, SEC filings, conflict, military, aircraft-cohort early warning, migration and border flows, cyber, climate, news and more. Dated observation history, 29 research prompts, cited briefs, geofences, SSE dashboard. MIT, no paid API keys.

Agentgateway

agentgateway

SDK / infra

Next Generation Agentic Proxy for AI Agents and MCP servers

Next AI Draw Io

DayuanJiang

Server

Draw and edit draw.io diagrams by chatting with an AI. Web app, desktop app, and an MCP server for Claude Code, Cursor, Codex and VS Code.

Aoci Code

aoci-spec

Server

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 knowledge that gives Claude Code, Codex, Cursor, and opencode long-term context, memory, and code intelligence.

Github MCP Server

github

Server

GitHub's official MCP Server

Chat2DB

OtterMind

SDK / infra

Chat2DB is a free, cross-platform, local-first database client and SQL workspace for developers, DBAs, analysts, and data teams. Connect to 40+ databases, manage data, edit and run SQL, and use your own AI model to generate, explain, and optimize queries. Available on desktop, web, Docker, and CLI, with MCP support.

MCP Reference Servers

modelcontextprotocol

Server

Model Context Protocol Servers

Ouroboros

Q00

Server

Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 14 runtimes: Claude Code, Codex CLI, Gemini CLI, OpenCode, Copilot, Kiro and more.

Solidworks Automation Skill

wzyn20051216

Server

Reliable AI Skill + MCP toolkit for agent-driven desktop CAD automation.

Bifrost

maximhq

SDK / infra

Open-source, high-performance AI gateway that works as your LLM gateway, MCP gateway and agent gateway. One OpenAI-compatible API for 10,000+ models, with failover, load balancing, semantic caching, virtual keys, budgets and MCP Code Mode. Works with any SDK or agent and adds under 200µs of overhead at 5k RPS.

Xiaohongshu MCP

xpzouying

Server

MCP for xiaohongshu.com

Nanobot

HKUDS

SDK / infra

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

GhidraMCP

LaurieWired

Server

MCP Server for Ghidra

Tabularis

TabularisDB

Server

Open-source desktop SQL workspace with 3 built-in database drivers and 24 shipped driver plugins, including SQL Server, DuckDB, ClickHouse and Redis. Built-in MCP server for Claude, Cursor and Devin, SQL notebooks and visual EXPLAIN.

Anything Analyzer

Mouseww

SDK / infra

全能协议分析工具：浏览器抓包 + MITM 代理 + 指纹伪装 + AI 分析 + MCP Server 无缝对接 AI Agent/IDE | All-in-one protocol analysis toolkit — built-in browser capture, MITM proxy, JS hooks, fingerprint spoofing, AI analysis & MCP server for agent integration

MCP Toolbox

googleapis

Server

MCP Toolbox for Databases is an open source MCP server for databases.

MCP Use

mcp-use

SDK / infra

The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

Lean Ctx

yvgude

SDK / infra

LeanCTX is the Context Gateway for AI Systems. Select task-relevant context, apply supported controls, connect local knowledge and inspect recorded evidence. Open-source Engine: CLI, MCP, hooks and supported proxy paths.

Northcinder

cinderline

Server

Open-source MCP server for comparing products and asking the buyer before purchase.

Editor

pascalorg

Server

Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents.

Solana MCP Vybe

vybenetwork

Directory

Public Solana MCP registry metadata for Vybe Solana API

Magic MCP

21st-dev

Server

It's like v0, but in your Cursor / Claude Code / Windsurf: search 10,000+ React/Tailwind components, generate new UI with AI, and publish your own — right from your editor. Magic MCP is now the 21st MCP; this package keeps old configs working. Setup: 21st.dev/mcp

JeecgBoot

jeecgboot

Server

【低代码v2.0，一句话即可生成整个系统】企业级AI低代码平台，一键生成前后端代码甚至整个系统。 AI Skills 一句话画流程、设计表单、生成报表、大屏。内置 AI应用平台涵盖：AI聊天、知识库、流程编排、MCP插件等，兼容主流大模型。引领AI低代码「Skills 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式，解决 Java 项目 90% 重复工作，提高效率又不失灵活。

Activepieces

activepieces

Server

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

Hexstrike AI

0x4m4

Server

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

Code Review Graph

tirth8205

Server

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.

Agent Toolkit For AWS

aws

Server

Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS

Zotero MCP

54yyyu

SDK / infra

Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.

Kordoc

chrisryugj

Server

모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX, PDF, Office) to Markdown — CLI and MCP server with form filling and diff

Davinci Resolve MCP

samuelgursky

Server

MCP server integration for DaVinci Resolve Studio

Xberg

xberg-io

Server

Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages. Fifteen bindings, with CLI, REST API, and MCP server.

Agent Device

callstack

Server

Mobile app automation and verification for AI coding agents. CLI, MCP server, and typed Node.js API for iOS, Android, HarmonyOS, TV, web, macOS, and Linux.

Douyin_TikTok_Download_API

Evil0ctal

Server

🚀 自托管的抖音、TikTok、B 站数据采集与无水印视频下载 API，支持 AI agent 通过 MCP 调用与离线语音转文字，Docker 一键部署。| Self-hosted TikTok, Douyin & Bilibili scraper and no-watermark video downloader — async REST API, MCP server for AI agents, CLI and web console, plus offline speech-to-text for downloaded videos. Self-healing identity pool, PostgreSQL archive, one docker compose up.

Engram

Gentleman-Programming

Server

Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI, and TUI.

Awesome-MCP-ZH

yzfly

Directory

MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients

MCP Go

mark3labs

Server

A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.

Godot AI

hi-godot

Server

Production-grade MCP server and AI tools for the Godot engine. A Snap to install. Totally free and fun.

FunASR

modelscope

Server

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

Ida Pro MCP

mrexodia

Server

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

Official MCP Servers

VoltAgent

Directory

A curated directory of 390+ official MCP servers from the companies behind the products. No unofficial forks, no abandoned projects.

Browser Tools MCP

AgentDeskAI

Server

Monitor browser logs directly from Cursor and other MCP compatible IDEs.

Ghidra MCP

bethington

Server

Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker deployment.

Tradingview MCP

atilaahmettaner

Server

MCP server for market analysis in AI assistants: screeners, multi-timeframe technical analysis, backtests and sentiment for crypto, stocks, forex and futures. 39 tools. Self-host free, or use the hosted version, TradingMCP.

Skills

microsoft

Server

Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents

MobileBuildMCP

getsentry

Server

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

FastMCP

PrefectHQ

SDK / infra

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

Jcodemunch MCP

jgravelle

SDK / infra

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

Nitrostack

nitrocloudofficial

SDK / infra

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

Linkedin MCP Server

stickerdaniel

Server

Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.

Webclaw

0xMassi

Server

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.

Open Reverselab

LING71671

Server

Open-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary analysis, CTF and malware research, with 100+ MCP tools and a 194-article runnable knowledge base.

Python SDK

modelcontextprotocol

SDK / infra

The official Python SDK for Model Context Protocol servers and clients

Figma-Context-MCP

GLips

Server

MCP server to provide Figma layout information to AI coding agents like Cursor

Gentle AI

Gentleman-Programming

Directory

Gentle-AI configures the AI coding agents you already use: Claude Code, Cursor, OpenCode, Codex, Pi, and more. Choose persistent memory, Organic-Driven Development, curated skills, MCP servers, personas, and optional bounded review. Open source, no agent lock-in.

KiCAD-MCP-Server

mixelpixx

Server

KiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to directly interact with KiCAD for printed circuit board design.

Firecrawl MCP Server

firecrawl

SDK / infra

Official Firecrawl MCP server, the context API for AI agents: search, scrape, and interact with the web, plus parse, crawl, map, Agent and Monitor, from any MCP client.

Gin Vue Admin

flipped-aurora

Server

🚀Vite+Vue3+Gin拥有AI辅助的基础开发平台，企业级业务AI+开发解决方案，内置mcp辅助服务，内置skills管理，支持TS和JS混用。它集成了JWT鉴权、权限管理、动态路由、显隐可控组件、分页封装、多点登录拦截、资源权限、上传下载、代码生成器、表单生成器和可配置的导入导出等开发必备功能。

Modelcontextprotocol

modelcontextprotocol

Server

Specification and documentation for the Model Context Protocol

LetsFG

LetsFG

Server

Agent-native flight & hotel search and booking — MCP server, CLI, and Python/JS SDKs. Every airline in the world, major booking sites and OTAs, with per-flight reliability history.

Js Reverse MCP

zhizhuodemao

Server

AI Agent-first JS 逆向 MCP Server：有头 Chrome 调试、断点、网络/WebSocket 分析、Patchright 反检测，可选 CloakBrowser。

Figwright

awdr74100

SDK / infra

Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back to the canvas. Works with Claude Code, Cursor, Codex, and any MCP client.

Inspector

modelcontextprotocol

SDK / infra

Visual testing tool for MCP servers

Devnors Data MCP

DevnorsAI

Directory

Devnors Data - MCP Server: MCP,Model Context Protocol,Claude,Cursor,WorkBuddy,接口,数据API,裁判文书,Legal Case,法律法规,法条,Law Article,企业工商,Company Registry,企业年报,Annual Report,税号开票,Tax Invoice,失信核查,被执行人,关键词指数,微信指数,WeChat Index,热搜榜,微博热搜,抖音热搜,快递查询,Express Tracking,统一查询,/v1/data/query,API Key,AI Agent,LLM

MCP Context Forge

IBM

Directory

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

MCP Atlassian

sooperset

Server

MCP server for Atlassian tools (Confluence, Jira)

Jshookmcp

vmoranv

Server

A search-first, profile-aware reverse-engineering workspace for AI agents — 735 tools across 36 domains in one MCP server.

Agentdock

uvwt

Server

Secure MCP runtime for AI agents to operate local machines, servers, and containers with multi-device orchestration.

MCP Server Chart

antvis

Server

🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.

Winutil Cn

yasewang1337-svg

Server

面向 Windows 11 的中文软件管理与系统维护工具，支持 Windows 10 / 11 x64 镜像制作与默认只读的 MCP 接口。基于 Chris Titus Tech Windows Utility。

Unity-MCP

IvanMurzak

Server

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single line. Works with Claude Code, Gemini, Copilot, Cursor and any other absolutely for free.

Design Extract

Manavarya09

Server

Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Compose, Flutter, WordPress), Tailwind v4, Figma variables, shadcn/ui, CSS health audit, WCAG remediation, Chrome extension. MIT, Playwright, Node 20+.

GoNavi

Syngnat

SDK / infra

High-performance multi-data-source database client — ~30MB, AI & MCP ready, zero Electron bloat. | 高性能多数据源数据库客户端：约 30MB，AI 与 MCP 就绪，告别 Electron 膨胀。

Notion MCP Server

makenotion

Server

Official Notion MCP Server

Boost

laravel

Server

Laravel-focused MCP server for augmenting your AI powered local development experience.

Csharp SDK

modelcontextprotocol

SDK / infra

The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.

CodeGraphContext

CodeGraphContext

Server

An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.

Exa MCP Server

exa-labs

Server

Exa MCP for web search and web crawling!

MCP Feedback Enhanced

Minidoracat

Server

Enhanced MCP server for interactive user feedback and command execution in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent environment detection and cross-platform compatibility.

Hyperresearch

jordan-gibbs

Server

Convert Claude Code or Codex into the most intelligent Deep Research Agent. Collect, search, and synthesize web research into a persistent, searchable wiki that builds on itself. Hosted API + MCP: hyperresearch.ai

Open Connector

oomol-lab

SDK / infra

Open-source auth gateway connecting 1500+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.

Korean Law MCP

chrisryugj

Server

법제처 국가법령정보를 LLM에서 바로 조회하는 MCP 서버. 법령·판례·조례 검색과 인용 검증 | MCP server for Korean law — search statutes, precedents, and ordinances, and verify citations

Peekaboo

openclaw

Server

Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with optional visual question answering through local or remote AI models.

Excel MCP Server

haris-musa

Server

Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, PivotTables, slicers and formulas. No Excel required.

Multi Agent

phoenix-zhou

Server

A multi-agent travel assistant system built using the **Agent2Agent (A2A)** protocol and **MCP (Model Context Protocol)**

thClaws

thClaws

Server

Open-source AI agent harness in native Rust — GUI, CLI, headless, and webapp from one binary. Multi-provider, MCP, skills, plugins, agent teams.

MCP

microsoft

Directory

Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration

Pipeshub AI

pipeshub-ai

Server

The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.

MCP Obsidian

MarkusPfundstein

Server

MCP server that interacts with Obsidian via the Obsidian rest API community plugin

Dbhub

bytebase

Server

Token conscious database MCP server for Postgres, MySQL, SQL Server, Oracle, MariaDB, SQLite.

Fast Agent

evalstate

Server

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support

Typescript SDK

modelcontextprotocol

SDK / infra

The official TypeScript SDK for Model Context Protocol servers and clients

Radar

skyhook-io

Server

The missing open-source Kubernetes UI with a built-in MCP server for AI agents. See what's broken, why, and what changed. Issues, Topology, event timeline, Helm, GitOps, live service traffic, and cluster audits - all in one Go binary.

Google Workspace MCP

taylorwilsdon

Server

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool

Pi MCP Adapter

nicobailon

Server

Token-efficient MCP adapter for Pi coding agent

Repoprompt Ce

repoprompt

Server

Community edition of RepoPrompt: a native macOS context engineering app for AI coding agents, with an MCP CLI.

Nightingale

ccfos

Server

Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.

Lamda

firerpa

SDK / infra

Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/frp/P2P networking, MCP/Agent, 160+ APIs, designed for multi-device clusters and engineered deployments.

Ableton MCP

ahujasid

Server

Control Ableton Live with any LLM: create tracks, arrange clips & compose music via MCP

Agent Scan

snyk

Server

Security scanner for AI agents, MCP servers and agent skills.

Shadcn UI MCP Server

Jpisnice

Server

A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & React Native

5ire

nanbingxyz

SDK / infra

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

Archestra

archestra-ai

Directory

Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

Fli

punitarani

SDK / infra

Google Flights MCP, CLI and Python Library

X64dbg MCP Server

duty1g

SDK / infra

x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg programmatically: set breakpoints, step through code, read memory, dump registers, and more. Built with Zig — zero dependencies, single-binary output, cros

Awesome Trading Agents

LLMQuant

Directory

Curated list of LLM-driven trading agents, MCP servers, and agent skills for market research, strategy, and execution.

Ha MCP

homeassistant-ai

Directory

The Unofficial and Awesome Home Assistant MCP Server

MCP Unity

CoderGamester

Server

Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs

OpenOSINT

OpenOSINT

Server

Open-source engine for passive OSINT checks: 21 tools as CLI, MCP server and web UI. Hosted Monitor & Diligence at app.openosint.tech.

best-of-Agent-Harnesses

RyanAlberts

Directory

🏆 Ranked list of 167 AI agent harnesses, plus templates, playbooks, MCP, and learning resources. Rescored weekly.

Gemini Notebook MCP CLI

jacob-bd

Server

Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.

Fastmcp

punkpeye

SDK / infra

A TypeScript framework for building MCP servers.

Ext Apps

modelcontextprotocol

SDK / infra

Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers

Mcphub

samanhappy

SDK / infra

Self-hosted MCP gateway and control plane for connecting, controlling, and operating MCP servers.

MCP Adapter

WordPress

SDK / infra

An MCP adapter that bridges the Abilities API to the Model Context Protocol, enabling MCP clients to discover and invoke WordPress plugin, theme, and core abilities programmatically.

Brightdata MCP

brightdata

Server

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

Datagouv MCP

datagouv

Server

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.

Arxiv MCP Server

blazickjp

Server

A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. Search is optional.

Vexa

Vexa-ai

Server

Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket transcripts, MCP server for AI agents. Self-host or use hosted SaaS.

Code Mode

universal-tool-calling-protocol

SDK / infra

🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.

MCP Server Guide

figma

Directory

A guide on how to use the Figma MCP server

MCP For Beginners

microsoft

Directory

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

Py Xiaozhi

huangjunsen0406

Server

Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice interaction.

Proxima

Zen4-bit

Server

Multi-AI MCP Server - Connect ChatGPT, Claude, Gemini & Perplexity to your coding tools without any API

Docker Android

budtmo

Server

Android in docker solution with noVNC supported, video recording, mcp server and AI-agent

Markdownify MCP

zcaceres

Server

A Model Context Protocol server for converting almost anything to Markdown

AssetOpsBench

IBM

SDK / infra

AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.

Modelcontextprotocol

perplexityai

Server

The official MCP server implementation for the Perplexity API Platform

MCP Excalidraw

yctimlin

Server

MCP server and Claude Code skill for Excalidraw — programmatic canvas toolkit to create, edit, and export diagrams via AI agents with real-time canvas sync.

Inspector

MCPJam

SDK / infra

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

12306 MCP

Joooook

Server

This is a 12306 ticket search server based on the Model Context Protocol (MCP).

Mcpvault

bitbonsai

Server

A lightweight Model Context Protocol (MCP) server for safe Obsidian vault access

MCP

awslabs

Server

Open source MCP Servers for AWS

Dashboard Icons

homarr-labs

Directory

3,400+ curated icons and logos for dashboards and AI agents. SVG, PNG and WEBP on a free CDN, plus an MCP server for Claude Code, Codex, ChatGPT, Cursor, Hermes and OpenClaw.

Java SDK

modelcontextprotocol

SDK / infra

The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI

Claude Code Ultimate Guide

FlorianBruniaux

Directory

The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.

Jadx AI MCP

zinja-coder

Server

Plugin for JADX to integrate MCP server

Awesome AI Engineering

dipakkr

Directory

🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.

DesktopCommanderMCP

wonderwhy-er

Server

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

MCP Grafana

grafana

Server

MCP server for Grafana

Redamon

samugit83

SDK / infra

Open-source, self-hosted AI penetration testing framework: maps your attack surface into a graph, autonomously exploits it from a Kali sandbox with human approval gates, and opens PRs that fix what it finds. MCP both ways: plug in any MCP server as a tool, or drive RedAmon from Claude Code or your own agent.

Unla

AmoyLab

SDK / infra

🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes. Features Docker deployment and management UI, requiring no infrastructure modifications.

Go SDK

modelcontextprotocol

SDK / infra

The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.

Freecad MCP

neka-nat

Server

FreeCAD MCP(Model Context Protocol) server

Toolhive

stacklok

Server

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

Tavily MCP

tavily-ai

Server

Production ready MCP server with real-time search, extract, map & crawl.

Ios Simulator MCP

joshuayoes

Server

MCP server for interacting with the iOS simulator

Trpc Agent Go

trpc-group

SDK / infra

A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.

Kubernetes MCP Server

containers

Server

Model Context Protocol (MCP) server for Kubernetes and OpenShift

Agentset

agentset-ai

Server

The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.

Php SDK

modelcontextprotocol

SDK / infra

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

Mcpc

apify

SDK / infra

The most compatible MCP CLI client. Supports: tools, resources, prompts, completions, async tasks, skills, stdio and streamable HTTP (MCP 2026-07-28 and 2025-11-25), persistent sessions, OAuth 2.1 with DCR, CIMD, client credentials, and ID-JAG, OS keychain, --json for code mode, grep for tool discovery, proxy for AI sandboxes, x402, and more.

MultiAgentPPT

johnson7788

Server

MultiAgentPPT 是一个集成了 A2A（Agent2Agent）+ MCP（Model Context Protocol）+ ADK（Agent Development Kit） 架构的智能化演示文稿生成系统，支持通过多智能体协作和流式并发机制

Agentic AI Apis

cporter202

Directory

The ultimate collection of APIs for building autonomous AI agents — 2,036 production-ready APIs across Agents, AI Models, and MCP Servers. Stop wasting weeks building infrastructure. Plug these in and ship your agent today.

Gitlab MCP

zereight

Server

MCP server for GitLab: 100+ tools for projects, MRs, issues, pipelines, wikis and more via the GitLab REST/GraphQL API

Chatmcp

daodao97

SDK / infra

ChatMCP is an AI chat client implementing the Model Context Protocol (MCP).

Carbon

crbnos

Server

Open-source manufacturing ERP, MES and QMS. Quoting, MRP, inventory, shop floor, quality and lot/serial traceability on one Postgres schema, with a REST API and MCP server. Self-host or use Carbon Cloud.

MCP Server Mysql

benborla

Server

A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.

Awesome-MCP-Servers

YuzeHao2023

Directory

A curated list of Model Context Protocol (MCP) servers

Rust SDK

modelcontextprotocol

SDK / infra

The official Rust SDK for the Model Context Protocol

Registry

modelcontextprotocol

Directory

A community driven registry service for Model Context Protocol (MCP) servers.

Cursor Talk To Figma MCP

grab

Server

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.

MCP Memory Service

doobidoo

Server

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Cve MCP Server

mukul975

Server

Production-grade MCP server giving Claude 27 security intelligence tools across 21 APIs — CVE lookup, EPSS scoring, CISA KEV, MITRE ATT&CK, Shodan, VirusTotal, and more.

MCP Windbg

svnscha

Server

Model Context Protocol for WinDbg.

MiniMax-MCP

MiniMax-AI

Server

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

Drawio MCP Server

lgazo

Server

Draw.io Model Context Protocol (MCP) Server

Webiny Js

webiny

SDK / infra

Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenancy, lifecycle hooks, GraphQL API, and AI-assisted development via MCP server. Built for developers at large organizations.

Duckduckgo MCP Server

nickclyde

Server

A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.