Trending MCP servers

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

Concat

jub0t

Server

Beta: The truly free, open-source, local-first, cross-platform video editor. Scriptable through a JSON-RPC API & MCP.

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。

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.

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.

Xerj

xerj-org

Server

AI search engine and MCP server for bots and 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.

Blender MCP

ahujasid

Server

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

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.

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

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.

Xiaozhi Esp32

78

Server

An MCP-based chatbot | 一个基于MCP的聊天机器人

Solana MCP Vybe

vybenetwork

Directory

Public Solana MCP registry metadata for Vybe Solana API

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.

Awesome Remote MCP Servers

punkpeye

Directory

A collection of remote MCP servers.

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+.

Windows-MCP

CursorTouch

Server

MCP Server for Computer Use in Windows

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.

Playwright MCP

microsoft

Server

Playwright MCP server

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.

Best Agent Memory MCP

Glen-Web-App

SDK / infra

Best Agent Memory MCP servers, ranked and compared: long-term memory for Claude Code, Codex, Cursor and any MCP client. Glen, Mem0, Supermemory, Zep, Hindsight, Basic Memory, claude-mem, Graphiti, Cognee, the official memory server and more, with storage, capture model, team sharing, license and live stars.

Chrome Devtools MCP

ChromeDevTools

Server

Chrome DevTools for coding agents

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.

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

Xiaohongshu MCP

xpzouying

Server

MCP for xiaohongshu.com

Awesome MCP Servers

punkpeye

Directory

A collection of MCP servers.

Open Science

aipoch

Server

The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and connectors, Python/R execution and traceable artifacts for reproducible research on macOS, Windows and Linux.

MCPJungle

mcpjungle

Server

One place to manage & connect to all your 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.

Serena

oraios

Server

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

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.

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

Solidworks Automation Skill

wzyn20051216

Server

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

Qq Bridge

Derpyu520

Server

Bridge between QQ (SnowLuma OneBot v11) and DeepSeek Harness agents: social simulation, safe MCP tools, slang learning and more.

Mobile MCP

mobile-next

SDK / infra

Mobile MCP: let AI agents drive your iOS and Android apps. MCP server for simulators, emulators and real devices. Works with Claude Code, Codex, Cursor and any MCP client.

Squadra

dagoSte

Server

Coordinate Claude, Codex and Cursor windows with shared tasks, acknowledgements, prechecks, parallel tests, source-bound proofs and independent review. Built-in skills recall lessons, simplify code and forecast work. Track progress, decisions and evidence in a bilingual local dashboard, with MCP plugins. Browse skills and verified security audits.

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

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.

Agentgateway

agentgateway

SDK / infra

Next Generation Agentic Proxy for AI Agents and MCP servers

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。

Github MCP Server

github

Server

GitHub's official MCP Server

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.

QuantDinger

OpenByteInc

Server

The most complete open-source, self-hosted Agentic Trading OS—AI research, Python strategies, factor discovery, backtesting, optimization, paper/live multi-asset execution, risk controls, monitoring, MCP, and multi-tenant SaaS in one auditable stack.

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

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.

Coral

withcoral

Server

The execution layer for AI agents. Act across more of your systems with precise controls: safer, faster and more efficient than MCP tools and gateways.

Invisible Playwright MCP

feder-cr

Server

Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected browser automation, scraping, computer use.

TREK

liketrek

Server

The most complete open-source travel planner: real-time collaboration, bookings, budgets, packing lists, journals, offline PWA, SSO and an AI-ready MCP server, with planet-wide place search and routing built in.

Ida Pro MCP

mrexodia

Server

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

GhidraMCP

LaurieWired

Server

MCP Server for Ghidra

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 50+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.

WinShun

LingCore

Server

Win顺：免费开源的 Windows 快速搜索启动器。双击 Ctrl，拼音秒搜文件、全文搜索 Word/Excel/PDF、剪贴板历史（代替 Win+V）、对话框搜索、任务栏搜索、插件、AI 助手 MCP。Free Windows search launcher: pinyin file search, full-text search, clipboard history, MCP server. Everything/Listary alternative.

MCP Reference Servers

modelcontextprotocol

Server

Model Context Protocol Reference Servers

Editor

pascalorg

Server

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

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.

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.

Godot AI

hi-godot

Server

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

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.

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.

Jarvis Registry

ascending-llc

Directory

Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with built-in identity, access control, and full observability.

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.

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

Davinci Resolve MCP

samuelgursky

Server

MCP server integration for DaVinci Resolve Studio

Northcinder

cinderline

Server

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

Roblox Studio MCP

HerdBuilderEstimate

Server

Model Context Protocol server for Roblox Studio. Connect AI assistants (Claude, Cursor) to read object trees, edit scripts, and run playtests safely. Open-source and lightweight

Ha MCP

homeassistant-ai

Server

Configure and automate Home Assistant with Claude, ChatGPT, and other AI assistants.

MCP Server Gateway

harish-gaggar

SDK / infra

MCP gateway & OAuth MCP servers. LangGraph agent: memory, eval/tracking, PII guard, context trimming. Docker quick start for enterprise agents.

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.

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

Mcd Cn Assistant

junxchan54-maker

Server

🍟 麦当劳中国官方 MCP 智能助手技能：把 35 个原子工具编排成 4 条业务流 —— 活动推送 · 联名关注 · 最优惠点餐 · 多人群点聚合账单。算价用 calculate-price 真算，下单必二次确认。｜McDonald's China MCP agent skill: campaigns, collab watch, best-value ordering, group bill splitting.

Freecad MCP

neka-nat

Server

FreeCAD MCP(Model Context Protocol) server

Openreality

reality-opened

SDK / infra

Open Reality: phone video to AI-queryable 3D scenes. MCP tools for Claude/Codex/Cursor (npm openreality-mcp), the self-hostable broker, and the VGGT-SLAM library, in one repo. BSD-2-Clause.

FastMCP

PrefectHQ

SDK / infra

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

Browser Tools MCP

AgentDeskAI

Server

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

Agent Device

callstack

Server

Open source device layer for AI coding agents: a CLI, MCP server, and typed Node.js API to control mobile, web, TV, and desktop apps on devices and simulators, locally or in the cloud.

Everywhere

Sylinko

Server

On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act across apps.

Jev MCP

jkudish

Server

Fast, cheap, typed judgments from TypeSafe's Jev model, as MCP tools.

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.

Python SDK

modelcontextprotocol

SDK / infra

The official Python SDK for Model Context Protocol servers and clients

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.

Awesome Agent Native Services

haoruilee

Directory

A curated list of agent-native services and infrastructure for AI agents: email, browsers, memory, sandboxes, payments, and MCP tools. Includes selection criteria and onboarding guides.

Jcodemunch MCP

jgravelle

SDK / infra

Symbol-level code retrieval for AI agents: fetch the function you need, not the whole file. Runs locally. 94.5% fewer tokens per lookup on average than grep-and-read on our 15-lookup benchmark. Works with Claude Code, Cursor, Codex and any MCP client. Free for non-commercial use; commercial use needs a one-time license.

Moltis

moltis-org

Server

A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams, and MCP tools. Secure by design, runs on your hardware.

Nitrostack

nitrocloudofficial

SDK / infra

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

Mcpet

songconmaisaix31-design

Server

MCP desktop companion for AI agent status, usage tracking, and everyday tools. Anything Universe · 桌面伙伴与日常工具入口。

Pagesift

YOLOW92

Server

Self-hosted web scraper, crawler and document parser for AI agents: URLs, PDFs with OCR and Office files to clean Markdown/JSON. Firecrawl- and Jina-compatible API, MCP server, agent endpoint, Python/Node SDKs. Single Rust binary.

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.

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.

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。

DesktopCommanderMCP

wonderwhy-er

Server

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

Modelcontextprotocol

modelcontextprotocol

Server

Specification and documentation for the Model Context Protocol

Agent Toolkit For AWS

aws

Server

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

Kordoc

chrisryugj

SDK / infra

한국 문서를 읽고·고치고·새로 쓰는 AI 문서 도구 — HWP·HWPX·PDF·오피스·스캔(OCR)을 Markdown으로, 신구대조·서식 보존 편집·Markdown→HWPX 작성·HWP→HWPX 변환·양식 채우기·공문서 검수까지. 라이브러리·CLI·MCP | Read, diff, edit, write and convert Korean documents (HWP, HWPX, PDF, Office, scans) — library, CLI and MCP server

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.

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.

FunASR

modelscope

Server

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

Casdoor

casdoor

SDK / infra

An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MCP, OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, TOTP, MFA, Face ID, Google Workspace, Azure AD

Tabularis

TabularisDB

Server

Open-source desktop SQL workspace with 3 built-in database drivers and 26 shipped driver plugins, including SQL Server, DuckDB, ClickHouse and Redis. Built-in MCP server for Claude, Cursor and Devin, SQL notebooks and visual EXPLAIN.

Jshookmcp

vmoranv

Server

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

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.

MCP Brasil

Mcp-Brasil

Server

MCP Server para 70 APIs públicas brasileiras

MCP Toolbox

googleapis

Server

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

MCP Server Chart

antvis

Server

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

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

Awesome Blender

agmmnn

Directory

🪐 A curated list of awesome Blender add-ons, extensions, AI/MCP tools, tutorials, and 3D resources.

Agentdock

uvwt

Server

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

Notion MCP Server

makenotion

Server

Official Notion MCP Server

Csharp SDK

modelcontextprotocol

SDK / infra

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

Iran MCP

sepehr071

Directory

77 MCP servers (994 tools) that give AI agents the Iranian web: Digikala, Torob, Divar, Snappfood, Alibaba, Neshan, Paziresh24, Jobinja, Bama, Codal, brokers, insurance, company registry, laws, tax, crypto, stocks, news and more. Prices in Toman.

Awesome Jev Live

wh000wh000

Directory

Awesome Jev — evidence-graded index of TypeSafe System One: SDKs, MCP tools, agents, apps and open models. 20 languages, rebuilt every 2 hours.

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。

BossConsole

risa-labs-inc

Server

Open-source, multi-platform harness for AI agents - a native, multi-threaded operator's console (JVM, not Electron) to run Claude Code, Codex, Gemini or OpenCode with a real browser, terminal, editor, secrets & 200+ MCP tools. Built for enterprises, science & research.

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。

Inspector

modelcontextprotocol

SDK / infra

Deterministic testing tools for MCP servers

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.

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.

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.

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.

System One Connector

itsmostafa

Server

System One MCP connector to evaluate anything fast and cheap. Give your AI agent direct access to models like: Jev, D1, CLM and Laya

N8n MCP

czlonkowski

Server

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

best-of-Agent-Harnesses

RyanAlberts

Directory

🏆 Ranked list of 187 AI agent harnesses, plus templates, playbooks, MCP, and learning resources. Rescored weekly.

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.

Open Connector

oomol-lab

SDK / infra

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

MCP

BrowserMCP

Server

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

MCP Memory Service

doobidoo

Server

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

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.

MCP Obsidian

MarkusPfundstein

Server

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

MCP Reverse

1llu50ry

SDK / infra

MCP (Model Context Protocol) server for game hacking & reverse engineering. A structured knowledge base of 4,100+ skills with full source code archives, specialized agents, and workflow tools -- designed to be plugged into Claude, Cursor, or any MCP-compatible client.

Nightingale

ccfos

Server

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

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.

Figma-Context-MCP

GLips

Server

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

Aci

aipotheosis-labs

Server

ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server. The birthplace of VibeOps.

Rail

vitosans

SDK / infra

A modern terminal mail client for Gmail and Microsoft 365, with an MCP server for AI agents

Dbhub

bytebase

Server

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

JeecgBoot

jeecgboot

Server

【AI 时代的业务系统基座】企业级 AI 低代码平台：权限、多租户、工作流、报表、大屏、AI 知识库等通用能力开箱即用，AI 只需生成业务差异部分。AI Skills 一句话生成完整系统——建表、前后端代码、菜单权限、BPM 流程、表单、报表、大屏全自动。内置 AI 应用平台（聊天、知识库、流程编排、MCP），兼容主流大模型。Java + Vue3，支持单体/微服务与信创国产化。

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.

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.

Fast Agent

evalstate

Server

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

Agenvoy

pardnchiu

Server

A local AI agent harness in Go that runs 24/7 with auto-built tools, MCP, and Ollama

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.

Matlab MCP Server

matlab

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.

Blender Plugin

scenario-labs

Server

Scenario for Blender: AI images, video, 3D and PBR materials in the viewport, plus a local MCP server for agents. Blender 5.0+ extension, GPL-3.0-or-later.

Photoshop MCP

alisaitteke

Server

MCP for Adobe Photoshop. 118 tools. Control from Cursor, Claude or custom LLMs.

Typescript SDK

modelcontextprotocol

SDK / infra

The official TypeScript SDK for Model Context Protocol servers and clients

Py Xiaozhi

huangjunsen0406

Server

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

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.

Ableton MCP

ahujasid

Server

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

Pi MCP Adapter

nicobailon

Server

Token-efficient MCP adapter for Pi coding agent

Multi Agent

phoenix-zhou

Server

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

Burp AI Agent

six2dez

Server

Burp Suite extension that adds built-in MCP tooling, AI-assisted analysis, privacy controls, passive and active scanning and more

Tradememory Protocol

mnemox-ai

Server

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

OpenKatana

rk0neki

Server

Agent-driven video editing with Studio, ComfyUI Apps, CLI and MCP. Turn photos, footage and music into finished edits.

MCP

awslabs

Server

Open source MCP Servers for AWS

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.

Sandbase Harness

sandbaseai

Server

Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.

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.

AI-Canvas-tauri

Tenney95

Server

AI画布、AI短剧创作工具：免费、轻量的无限画布，支持短剧剧本、角色管理、分镜、图像/视频生成和短剧剪辑，集成 ComfyUI、Agent、MCP。Free AI canvas and short drama maker.

China Patent Figure Skill

PisenAILab

Server

中国专利附图 Skill：从 3D 装配体（STEP）一步出符合国家知识产权局形式要求的说明书附图。自动标号与引线、13 项质检、PDF/Word/DXF 导出，支持 Skill / MCP / CLI，本地运行。

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.

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.

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 .

Adobe_Premiere_Pro_MCP

hetpatel-11

SDK / infra

Adobe Premiere Pro MCP. Tools for AI-driven video editing via MCP, for Codex, Claude, and other MCP clients.

Oh My Cassette

Cassette-Editor

Server

你的随身 AI 剪辑搭档 | Pocket AI co-editor for video montage — AI video editing plugin & MCP server for Claude Code, Codex, Hermes & OpenCode

Android Remote Control MCP

danielealbano

Server

An MCP Server for Android running on the phone, optmized for token usage, supports also files downloads, camera, a privacy mode (to anonymize/pseudononymize your PII) and support various tunnelling (included a free E2E HTTPS tunnel out of the box in addition to cloudflare and ngrok).

Agent Plugin

ChatCut-Inc

Server

AI video editor for agents. ChatCut plugin and MCP server for Codex, ChatGPT, Claude Code, Cursor, Grok, Gemini CLI, WorkBuddy, Doubao Work and Qwen Work: edit your own footage by chatting, add captions and subtitles, remove silences and filler words, create motion graphics, and export an editable timeline.

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.

Whale

usewhale

Server

Whale — blazingly fast, terminal-first AI coding agent for DeepSeek. ~98% prompt cache hit rate, 1M context, MCP tools, dynamic workflows.

Fastmcp

punkpeye

SDK / infra

A TypeScript framework for building MCP servers.

Vllm Mlx

waybarrios

Server

High-performance OpenAI and Anthropic compatible LLM inference server for Apple Silicon. Native MLX, continuous batching, multimodal models, MCP tool calling, and Claude Code support.

Awesome MCP Servers

TensorBlock

Directory

A comprehensive collection of Model Context Protocol (MCP) servers

Mcphub

samanhappy

SDK / infra

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

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

Awesome Trading Agents

LLMQuant

Directory

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

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.

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.

Bambu Printer MCP

DMontgomery40

Server

MCP server for Bambu Lab 3D printers — STL manipulation, BambuStudio or FULU/orca slicing, Blender MCP integration, and direct printer control

Jadx AI MCP

zinja-coder

Server

Plugin for JADX to integrate MCP server

Registry

modelcontextprotocol

Directory

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

Proxima

Zen4-bit

Server

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

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.

OpenOSINT

OpenOSINT

Server

The OSINT toolkit for AI agents: Agent Skill, MCP server and CLI. Passive by default, no API keys to start, every finding cites its tool call.

Obsidian Local Rest API

coddingtonbear

Server

A secure REST API and Model Context Protocol (MCP) server for your vault.

Docker Android

budtmo

Server

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

Mcptoon

activeing123

SDK / infra

One zero-dependency MCP gateway CLI for every server and agent skill. Token optimization, tool discovery and context compression: 71,929 -> 581 tokens (-99.2%, measured), schemas stay out of context. One config for Claude Code, Codex, Cursor, every agent. 561KB, pure Python. | 零依赖 CLI：管所有 MCP 工具与技能，工具发现省 99.2% token。

Agent Scan

snyk

Server

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

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.

Jarvis

isair

Server

Private local AI assistant for your desktop. Voice and text chat, personal memory, dictation and MCP tools. Runs offline with Ollama or OpenAI-compatible servers on macOS, Windows and Linux.

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.

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

Go SDK

modelcontextprotocol

SDK / infra

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

Cheatengine MCP Bridge

miscusi-peek

Server

Connect your favorite AI agents directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.

Tavily MCP

tavily-ai

Server

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

Session Knowledge

nameforjt-afk

Server

Turn your Claude Code session history into a searchable local knowledge base — 13 MCP tools, pure stdlib, nothing leaves your machine

Premiere Pro MCP

leancoderkavy

Server

Adobe Premiere Pro MCP — independent, local-first server for supported workflows. Connect Claude, Codex, or Cursor through a local CEP bridge.

Fli

punitarani

SDK / infra

Google Flights MCP, CLI and Python Library

ThinkWatch

ThinkWatchProject

SDK / infra

Self-hosted AI API and MCP gateway for organizations: SSO and RBAC, per-user identity for MCP tool calls, PII redaction and tool-call guards, rate limits, budgets, cost accounting and audit logs.

Ext Apps

modelcontextprotocol

SDK / infra

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

Papersgpt For Zotero

papersgpt

SDK / infra

Professional AI research tool for Zotero: chat with PDFs, whole-library search, Literature Radar, AutoPilot. 30+ LLMs or local models; built-in MCP server.

MCP Windbg

svnscha

Server

Model Context Protocol for WinDbg.

Korean Law MCP

chrisryugj

Server

법령·판례를 AI가 찾고 인용까지 검증하는 MCP 서버 — 법제처 API 42개를 도구 10개로: 법령·조문·별표, 판례·헌재·해석례 23개 도메인, 조례 정비 레이더, 신구조문대비표 | MCP server for Korean law — statutes, precedents, ordinances, comparison tables and citation verification

Lanhu MCP

dsphper

Server

⚡ 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

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。

Unreal_mcp

ChiR24

Server

A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Bridge plugin. Built with TypeScript and C++.

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.

Php SDK

modelcontextprotocol

SDK / infra

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

Gemini Skill

WJZ-P

Server

gemini drawing MCP & skill through browser, can be used in openclaw or any agent that supports MCP. Gemini画图 MCP和sill，支持龙虾或任何agent使用٩(๑>◡<๑)۶

MCP Atlassian

sooperset

Server

MCP server for Atlassian tools (Confluence, Jira)

CodeGraphContext

CodeGraphContext

Server

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

MCP Unity

CoderGamester

Server

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

Anythingmcp

HelpCode-ai

SDK / infra

Enterprise Agent Harness & MCP Gateway: connect APIs, databases, file servers and 600+ connectors (SAP, Odoo, Etsy…) to Claude, ChatGPT, Microsoft Copilot and your agents. Memory, skills, knowledge graph, SSO/RBAC, audit log and governance built in. Your AI company brain.

MCP

microsoft

Directory

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

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

Awesome-MCP-ZH

yzfly

Directory

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

Chatmcp

daodao97

SDK / infra

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

Skills

microsoft

Server

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

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.

Qgis MCP

nkarasiak

Server

Connect QGIS to AI agent through the Model Context Protocol (MCP)

MCP Use

mcp-use

SDK / infra

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

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.

Java SDK

modelcontextprotocol

SDK / infra

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

Mcpso

chatmcp

Directory

directory for Awesome MCP Servers

Inspector

MCPJam

SDK / infra

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

SeleniumBase

seleniumbase

SDK / infra

Browser automation, web scraping, and testing. CDP Mode provides a Stealthy Chromium instance that bypasses bot-detection systems. Includes an MCP server.

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.

Rhinomcp

jingcheng-chen

Server

RhinoMCP connects Rhino 3D to AI Agent through the Model Context Protocol (MCP)

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.

Rust SDK

modelcontextprotocol

SDK / infra

The official Rust SDK for the Model Context Protocol

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.

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.

Ms 365 MCP Server

Softeria

Server

A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Microsoft Office services through the Graph API

Cti Expert

7onez

Server

CTI Expert — Cyber Threat Intelligence & OSINT analysis skill for Claude Code / Codex. 120+ commands, 57 techniques, 79 typed MCP tools, deterministic case pipeline + ICD-203 reports. No API keys required for core.

Opencode Power Pack

waybarrios

Server

55 rigorous skills for Claude Code, Codex, OpenCode 1 and 2, and Pi: code review, security audit, feature development, frontend design, MCP tools, Hugging Face ML/training, and more.

Ue MCP

db-lyon

Server

Complete Unreal Engine development toolkit exposed as MCP tools.

MCP Server Excel

sbroenne

Server

Automate real Microsoft Excel with AI via MCP Server or CLI — Power Query, DAX, VBA, PivotTables, and charts.

MobileBuildMCP

getsentry

Server

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

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.

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.

Capa

infragate

Server

One capabilities.yaml wires skills, tools, rules, sub-agents, MCP servers, and plugins into Cursor, Claude Code, Codex, Windsurf, GitHub Copilot, and 30+ other AI coding agents

MCP Server Cloudflare

cloudflare

Server

Product specific Cloudflare MCP servers

Kubernetes MCP Server

containers

Server

Model Context Protocol (MCP) server for Kubernetes and OpenShift

Drawio MCP Server

lgazo

Server

Draw.io Model Context Protocol (MCP) Server

Zhizhi Agent Runtime

cocoyes

Server

A model-agnostic, stateless Go agent runtime featuring dual-IR planning, dependency-aware batch scheduling, capability-driven MCP/tool orchestration, policy-based failure recovery, conditional replanning, side-effect control, and end-to-end execution observability. 知枝（Zhizhi）智能体运行时框架，基于 Go 构建，支持任务规划、MCP 工具编排、故障恢复及全链路可观测性。

MCP Aftereffects

kumoproductions

Server

TypeScript MCP server for Adobe After Effects (Windows & macOS) — project/comp/layer introspection, atomic undo-grouped operations, JSON project export/import, and single-frame rendering via file IPC.

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.

Todo For AI

todo-for-ai

Server

🤖 A comprehensive task management system specifically designed for AI assistants. Supports project management, task tracking, team collaboration, and seamless AI integration through MCP (Model Context Protocol). Built with modern tech stack including React, Flask, and Docker. Try it now at https://todo4ai.org/

WyckoffTradingAgent

YoungCan-Wang

Server

Open-source Wyckoff trading agent and AI stock screener for volume-price analysis, A-share screening, CLI workflows, and MCP tools.灵感来自秋生trader @Hoyooyoo

Illustrator MCP Server

ie3jp

Server

MCP server for Adobe Illustrator with 63 tools — read, create, and export design data. Everything the official Illustrator MCP (beta) can do and more, on stable Illustrator.

Lightroom MCP

Automaat

Server

MCP server for Adobe Lightroom Classic

Tyk

TykTechnologies

SDK / infra

Open Source API and AI Gateway supporting REST, GraphQL, TCP, gRPC and MCP (Model Context Protocol)

Crosspaste Desktop

CrossPaste

Server

Cross-device clipboard sync for macOS, Windows & Linux — end-to-end encrypted, LAN-only, no cloud. OCR, CLI and MCP server built in.

Meta Ads MCP

pipeboard-co

Server

Meta Ads (Facebook/Instagram) MCP server for Claude, ChatGPT, Perplexity & Cursor — the Meta node of Pipeboard’s 5-platform family (+ Google, TikTok, Snap, Reddit). Hosted remote MCP, badged Meta Business Partner, free plan — no self-hosting required.

Atlassian MCP Server

atlassian

Server

Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, ChatGPT, Cursor, VS Code, and other AI tools using OAuth 2.1 or API tokens.

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.

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.

Swift SDK

modelcontextprotocol

SDK / infra

The official Swift SDK for Model Context Protocol servers and clients. Maintained in collaboration with Apple

Godot MCP Pro

youichi-uda

SDK / infra

162 MCP tools for AI-powered Godot 4 development. Scene, animation, 3D, physics, particles, audio, shader, input simulation, runtime analysis, navigation, testing & more. $15 one-time.

Blue-Whale-Harness

leenkcool

Directory

🐋 DeepSeek Harness 插件总目录 · The catalog of DSH plugins：1958 个仓库 / 1819 个真插件（Skills · MCP · Tools · UI · Orchestration），中英文搜索、分类筛选、STAR 排序 → leenkcool.github.io

Comfyui MCP

artokun

Server

Local-first, agent-native control plane for ComfyUI — MCP server + sidebar agent that generates images, video & audio, authors and runs workflows, and edits your live graph in natural language on ANY LLM (Claude, ChatGPT, Gemini, offline Ollama, or any hosted model). 178 tools, 36 AI skills, 55 installer packs. Local, LAN, VPS, or Comfy Cloud.

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.

Innovation Lab Examples

fetchai

Server

80+ production-ready AI agent examples in Python — build autonomous agents, multi-agent systems and agentic AI with uAgents, ASI:One, MCP, A2A, LangChain, CrewAI, Gemini, Claude and OpenAI.

Boost

laravel

Server

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

MCP Grafana

grafana

Server

MCP server for Grafana

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

Brightdata MCP

brightdata

Server

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

MCP Server Qdrant

qdrant

Server

An official Qdrant Model Context Protocol (MCP) server implementation

Cubeplex

cubeplexai

Server

CubePlex is a cloud-native platform for managed agents in team workspaces — skills, shared memory, MCP tools, persistent sandboxes, governed access, and self-hosted deploy on Docker Compose or Kubernetes.

Oracle3 Prediction Market Agent

YichengYang-Ethan

Server

Oracle3: open-source trading engine and MCP server for prediction markets. Finds fee-adjusted no-arbitrage violations across related event contracts and trades them live on Kalshi, Polymarket and Solana, or on paper, under pre-trade risk limits. 13 MCP tools, JSON CLI, agent skills, 600+ tests.

Better Chatbot

keinsaasforever

Server

Formerly Better Chatbot. Navigator is an open-source AI workspace for agents, MCP and workflow automation.

Modelcontextprotocol

perplexityai

Server

The official MCP server implementation for the Perplexity API Platform

Kotlin SDK

modelcontextprotocol

SDK / infra

The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains

Jupyter MCP Server

datalayer

Server

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

Dsh MCP Apps Host

oriliz

Server

MCP Apps Host plugin for DeepSeek Harness: renders interactive HTML cards from MCP _meta.ui in sandboxed iframes, bridges postMessage to MCP tools/call and resources/read

Keeper Sh

ridafkih

Server

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

Wps MCP

ELDment

Server

🪄 让 AI 接管 WPS Office，自主编辑文档、处理表格和制作演示文稿

Archestra

archestra-ai

Directory

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

MCP Searxng

ihor-sokoliuk

SDK / infra

Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client

MCP Gateway Registry

agentic-community

Directory

Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding assistants. Transform scattered MCP server chaos into governed, auditable tool access with Keycloak/Entra integration.

Agent Skills Hub

zhuyansen

Directory

AgentSkillsHub (agentskillshub.top) — security-graded directory of open-source Claude skills, MCP servers & AI agent tools, refreshed every 8 hours

Markdownify MCP

zcaceres

Server

A Model Context Protocol server for converting almost anything to Markdown

Gitlab MCP

zereight

Server

MCP server for GitLab: 277 tools for projects, MRs, issues, pipelines, wikis and more via the GitLab REST/GraphQL API

Mysql MCP Server

designcomputer

Server

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

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.

FTShare-MCP

FTShare-Lab

Server

FTShare financial data MCP for AI Agents｜通过标准 MCP 接入基础金融数据与 FTShare 特色因子，返回结构化、可核对的结果。

Core

opensumi

SDK / infra

A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.

Octelium

octelium

SDK / infra

A next-gen FOSS self-hosted unified zero trust secure access platform that can operate as a remote access VPN, a ZTNA platform, API/AI/MCP gateway, a PaaS, an ngrok-alternative and a homelab infrastructure.

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.

Mongodb MCP Server

mongodb-js

Server

A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

Agent Trade Kit

okx

Server

OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.

Open Cowork

OpenCoworkAI

Server

Open-source AI agent desktop app for Windows & macOS. One-click install Claude Code, MCP tools, and Skills — with sandbox isolation, multi-model support, and Feishu/Slack integration.

Android Agent

ghost-in-the-droid

SDK / infra

Open-source framework to drive a real phone with AI agents: Android over ADB, iPhone over WebDriverAgent, 62 MCP tools, Python skills, a Vue dashboard, and swappable local or cloud LLMs

Exa MCP Server

exa-labs

Server

Exa MCP for web search and web crawling!

Home Assistant Vibecode Agent

Coolver

SDK / infra

Home Assistant MCP server agent. Enable Claude Code, Cursor, VS Code or any MCP-enabled IDE to help you vibe-code and manage Home Assistant: create and debug automations, design dashboards, tweak themes, modify configs, and deploy changes using natural language

QuickDesk

barry-ran

Server

QuickDesk is the first AI-native remote desktop — an open-source, free application with a built-in MCP (Model Context Protocol) Server that lets any AI agent see and control remote computers.

Roam Code

Cranot

Server

Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 commands, 246 MCP tools, change-safety gates, audit evidence, zero API keys.

Nomi

aqm857886159

Server

Open-source AI video workbench. Bring any model or your local ComfyUI, and let Claude Code / Codex / Cursor direct it over MCP — storyboard, references, generation, editable first cut on a real timeline. Local-first: projects, prompts, and keys stay on your machine. No account, no telemetry.

Comfy MCP

Comfy-Org

Server

Local MCP server for ComfyUI — run your local ComfyUI from AI agents

Toolhive

stacklok

Server

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

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.

Mcpvault

bitbonsai

Server

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

Quickstart Resources

modelcontextprotocol

Directory

A repository of servers and clients from the Model Context Protocol tutorials

Scumble

DenRakEiw

Server

Free, open-source desktop editor for AI inpainting: select, prompt, get a colour-matched layer. FLUX 3 Image, FLUX.2, GPT Image, Nano Banana, Seedream and Qwen through your API key or your own ComfyUI. Layers, PSD export, MCP.

Purffle Shorts

Chamanrajragu

Server

Free open-source AI YouTube Shorts generator and faceless video maker in Python. Any LLM (GPT, Claude, Gemini, Ollama) writes scripts; text-to-speech, stock footage or AI images, word-synced captions, text-message chat and Reddit story videos, podcast and long video clipping, YouTube auto-upload and scheduling. TikTok and Reels ready. MCP server.

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.

Scientific Illustrator

icebird1998

Server

Editable scientific figures in PowerPoint and draw.io via Codex/MCP with Designer-Drawer-Reviewer-Corrector quality gates.

Blenderwright

HoldMyBeer-gg

SDK / infra

MCP server for Blender. Hundreds of tools for modeling, materials, rendering and more, driven by Claude, Cursor, Codex, Ollama, llama.cpp, or any MCP client.

Question Bank

gygy-open

Server

AI-native question bank & paper composition system: smart import from Word/Markdown/images, LaTeX, review workflow, MCP. Desktop(Windows, Mac) & Docker. | AI 原生题库与组稿系统：多学科、智能导入、知识点匹配、MCP，支持桌面版（Windows、Mac）与 Docker

After Effects MCP

Engine-Room-Games

Server

Control Adobe After Effects with AI — describe the animation you want and it gets built: layers, keyframes, effects, expressions and text, all editable afterwards.

Mixamo LLM Mocap

squall01337

Server

Turn any video into a Mixamo-rig animation - GVHMR estimator, spec-driven retarget, FK apply in Blender via MCP. Works with any Mixamo character; built to be operated end-to-end by an AI agent.

Blender Agent Studio

ifBars

Server

Free, open-source Blender AI plugin for the tools you already use. Codex and Claude Code installers, local MCP tools, editable .blend files and Python source.

Smart Warehouse

Xxcool

Server

3D 智慧仓储数字孪生平台：AI Vibe Coding 全流程驱动开发，AI 联动 Blender MCP 自动建模 + Vue 3 + Three.js，构建的 3D 智慧仓储与物流数字孪生管控平台。

Word MCP Live

ykarapazar

Server

The only MCP server that edits Word documents while they're open — 114 tools, live editing, tracked changes, per-action undo

WPS-AI

lewis-hui1202

Server

WPS Office 全家桶（文字/表格/演示/PDF）AI 助手：挂 OpenAI 兼容 / Anthropic / Codex 多家模型，AI 通过工具调用直接读写文档；支持生图、MCP、中英双语，覆盖 Windows / macOS / Linux（含国产系统）。

Anymd

SylphxAI

Server

Any file → clean Markdown for AI agents: PDF, Word, PowerPoint, Excel, EPUB, HTML and web pages, images (OCR), audio and video (metadata, subtitles, transcripts). A fast Rust MCP server and CLI that runs on your machine. No API key.

After Effects MCP

JUNKDOGE-JOE

Server

AI-powered Adobe After Effects automation via MCP. Chat in a CEP panel or connect external agents, with 16 tools for editing, previews, recovery, reusable scripts, and multi-instance workflows.

Davinci Resolve AI Bridge MCP

flamexnreal

Server

DaVinci Resolve (Free Version and Studio) MCP server for Claude, Cursor, Codex, and Antigravity. Full timeline editing, cuts, camera zoom, and color grading.

Lumen Light

WLDFC

Server

AI 绘画工作台：无限画布 + ComfyUI 工作流（本地 / RunningHub 云端）+ agent 智能体（可使用各种api和自动驱动画布执行任务）与 MCP 扩展 + 本地资产库 + LoRA 管理器 + 坐标编辑器（MOSS/Flux3 布局提示词可视化制作）

Dcc MCP Blender

dcc-mcp

Server

Blender MCP addon for AI agents to model, edit meshes and UVs, rig, build materials and render scenes through typed tools in the DCC-MCP ecosystem.

Saiku

spiculedata

Server

Open-source semantic layer: one cube for Excel (MDX/XMLA), dashboards, and AI agents (MCP). Mondrian + Apache Calcite.

Ppt MCP

ykuwai

Server

The world's best PowerPoint MCP server. Real-time control of a live PowerPoint on Windows and macOS, 156 tools for AI agents

Tripo Studio Plugin

GrinZero

Server

Unofficial Codex plugin for AI 3D creation with your Tripo Studio account. Generate, texture, rig, animate and export assets with MCP Apps and local Blender tools.

Wassermans Filmmaker Suite

wassermanproductions

Server

Wasserman's Filmmaker Suite — ScriptBreak, Cork Board, Master Canvas, Blockout, Motion Previs Studio, Storyboard Reference Studio, Circle Take, Stem Studio, and the Unofficial DaVinci MCP: AI-native filmmaking from script to final mix.uggested Donation of $30 if you you can to help me keep making these tools.https://ko-fi.com/samwasserman

VideoFreeStudio

linpengishero

SDK / infra

A local AI video creation workspace and capability gateway: packages ComfyUI workflows, models, and prompt expertise into installable plugins, with unified management of projects, assets, and generation jobs; image, video, speech, and music capabilities serve both humans and agents reliably through the web workspace, MCP, and HTTP APIs. AGPL-3.0, r

M365 Copilot Proxy

cramt

SDK / infra

OpenAI-compatible proxy for Microsoft 365 Copilot — use the Copilot licence you already have as a backend for pi, openclaw and other coding agents. Prompt-emulated tool calling, no extra licence, no MCP.

Aftereffects MCP

solomondivyananth

SDK / infra

An MCP server that lets AI read, view and edit a live Adobe After Effects project — inspect comps, render frames, write keyframes and expressions, and build projects end to end. Works with Claude Code or any MCP client.

After Effects MCP

ishu86

Server

MCP server that enables AI assistants like Claude to automate Adobe After Effects. Features 70+ tools covering compositions, layers, keyframes, expressions, effects, and pre-built motion graphics templates (lower thirds, title cards, transitions)

Blender Optics Simulator

emircbngl

SDK / infra

Blender add-on to design, simulate, align & render optical setups — live beam tracing, kinematic-mount auto-alignment, polarization (Jones/Stokes), interference fringes, Gaussian beams, wavelength optics, and a real-vendor component library. Driveable from the UI or a headless optics_api (AI/MCP-friendly).

Local MCP Releases

colibird-ai

Server

Connect Claude, ChatGPT, Cursor and other AI assistants to your Mac and Windows apps: Mail, Messages, Teams, Slack, WhatsApp, Outlook, OneDrive, Google Drive and Office. The tools run on your computer.

Photoshop Python API MCP Server

loonghao

Server

A Model Context Protocol (MCP) server that interfaces with Adobe Photoshop's Python API. Enables LLMs to execute image editing operations, automate workflows, and manage Photoshop tasks through structured commands and context-aware interactions.

Adobe Indesign MCP

nutriandrea

Server

MCP server for Adobe InDesign — 194 tools across 33 handlers, with UXP plugin, macOS JXA and Windows COM bridges

Adobe MCP

zachshallbetter

Server

MCP server that turns Adobe InDesign into an AI design automation platform — 135+ tools for layout, styles, export, and publishing workflows

MCP Video Editor

AISEO-VirtualabDigital

Directory

Wag na kayo magbayad ng 5k PHP. Ito na — libre. MCP server for CapCut + OpenCut from Cursor, Claude, Codex, Antigravity, OpenCode, KiloCode, Qwen Code and ZCode. 59 tools: timeline editing, effects catalog, voiceover (OpenAI/ElevenLabs), Remotion/HyperFrames render. Premiere/Filmora export is BETA and untested. Dry-run safe.

Davinci Resolve MCP Free

emircbngl

Server

Claude MCP server that runs inside DaVinci Resolve Free — the no-cost edition that doesn't have the Studio Python scripting API. FCPXML export + Lua console snippets + macOS UI automation.

Resolve AI Workflow

willturner-maker

Server

DaVinci Resolve Studio + local AI workstation: installer, start/stop launchers, three MCP servers, headless Blender title pipeline

Comfyui MCP Panel

artokun

Server

The local-first sidebar AI agent for ComfyUI — runs on your own Claude OR ChatGPT subscription (no API keys, no extra LLM costs). Drives your live graph: edits, workflows & installs in natural language. The panel UI for comfyui-mcp, the agent-native control plane for ComfyUI.

Ari-VoiceCommand

DO0OG

Server

Open-source Windows AI voice assistant & desktop automation agent with wake word, STT/TTS, Ollama/local LLMs, MCP, memory, plugins, and agent workflows.

After Effects MCP

a-y-ibrahim

SDK / infra

MCP server for controlling Adobe After Effects from AI clients (Claude, etc.) - ExtendScript execution, background rendering, deep project/layer inspection, and first-class Arabic/RTL & multilingual support. 47 tools.

Ae Motion

dha-aa

Server

MCP server that lets Claude and other AI assistants build, animate, preview and render motion graphics in a live Adobe After Effects project: 79 tools for comps, layers, keyframes, springs, text reveals, transitions, masks, effects, layout, 3D cameras, beat-synced audio and checked aerender renders.

Editmamei

editmamei

Server

Give your AI assistant a real photo editor. A photo editor MCP server for Photoshop and GIMP.

Dkyj Director

wangjiake666

Server

DKYJ Director / 大开眼界导演台 — Local Blender camera previs with an iPhone Safari viewfinder, editable blocking, reusable scenes and optional MCP agent integration. macOS / Windows.

Blender MCP

sandraschi

Server

Headless Blender automation via FastMCP — 41 portmanteau tools (150+ ops). Batch mesh/VSE/Grease Pencil, VRM, Gaussian splats; optional live bridge. For Cursor / Claude Desktop. React dashboard + Tauri app.

Vfx Agent Toolkit

sideshowroberto

Directory

Claude Code plugin marketplace + MCP connectors for VFX production - Nuke, Houdini, Unreal, Blender, ComfyUI, Maya, Magnific, Seedance (MIT)

Resolve MCP Server

guycochran

Server

DaVinci Resolve MCP Server — 53 tools for AI-powered remote video editing via Claude

Lora Pilot

vavo

Server

From dataset to trained LoRA to finished image or video. One browser workspace for your models, datasets, training, and generation. LoRA Pilot supports 50+ training model groups, with ComfyUI, Kohya, AI Toolkit, and Diffusion Pipe included. Run on your own GPU or RunPod, and connect AI agents through MCP.

Opendocswork MCP

Aimino-Tech

Server

Rust-native MCP server for Office document processing (Excel, Word, PowerPoint). Sub-millisecond, local-first, open source.

Octa

thorstenfoltz

Server

Fast native desktop app for exploring 20+ data formats like Parquet, DuckDB, CSV, Excel, Arrow, GeoJSON, Jupyter and more, plus connections to Postgres, Snowflake, BigQuery, GCS, S3 and more. DuckDB SQL, charts, schema diffs, and an MCP server so AI agents query the same data.

Agent Skills Wordpress

respira-press

Server

Agent skills for WordPress — works in Claude Code, Codex, Antigravity, Cursor, and any agent supporting Skills + MCP. Audit, optimize, fix, and migrate WordPress sites.

Wordollama Community

ByronLeeeee

Server

WordOllama is an open-source AI add-in for Microsoft Word and compatible WPS Word hosts. It brings document-aware chat, editing, translation, legal-document tools, review workflows, Skills, and MCP tools into the document window.

Yoji

wangxijie001

Server

有情绪的 AI 桌面伴侣 | 隐私优先 · 语音唤醒 · 协助办公 · MCP 无限扩展 | An AI desktop companion with emotions — privacy-first, voice wake, office assistance, and MCP extensibility

Mail MCP

tecnologicachile

Server

Secure IMAP/SMTP/EWS/Graph API MCP server in Rust — Microsoft 365, Hotmail, Gmail, Zoho, OAuth2, multi-account

Adobe-Premiere-Pro-MCP

antipaster

Server

Control Adobe Premiere Pro from Claude/Codex with 170+ editing tools via Model Context Protocol

Reezee AI

NimaNzrii

Server

ReeZee AI for Photoshop — native document control, ComfyUI freedom, and MCP-ready agents.

Blender MCP Bridge

seehiong

Server

Automate Blender 3D modeling with AI via MCP — 93 tools for modeling, sculpting, architecture/MEP, materials, and 3D-print prep. Includes Blender Studio: a visual record/replay session editor with a multi-provider AI assistant (Claude, Gemini, OpenRouter) — drive it from n8n, Claude Code, or standalone.

Asset Studio

zorrobyte

Server

Fully local, agent-callable text-to-3D game asset pipeline: Qwen-Image-2512 -> Pixal3D (TRELLIS.2) -> Blender/meshoptimizer, FastAPI + CLI + MCP, Docker Desktop, RTX 5090

Meshwire

RFingAdam

Server

An independent MCP server for Blender: modeling, materials, animation, AI 3D generation, and Microsoft Flight Simulator content

Blender MCP Server

djeada

Server

Control Blender from AI assistants like Claude Desktop using the Model Context Protocol (MCP). 22 tools across 6 namespaces — create objects, assign materials, render images, export scenes, and more, all through natural language.

Blender Agent Bridge

CallMeJones

Server

Safe, scene-aware MCP bridge for Blender with reversible editing and visual evidence.

Cartwheel MCP

Cartwhl

SDK / infra

Generate Cartwheel 3D animation from MCP clients, with Blender examples and a production setup walkthrough.

Blender MCP

carlosh7

Server

The most complete MCP server for Blender 🧊 — 223 tools so any AI agent (Claude Code, Cursor, opencode, Antigravity) can model, texture, light, animate & render 3D scenes by natural language. Windows/macOS/Linux.

Blender Agent SDK

yazzang-homelab

SDK / infra

Drive Blender from AI agents with a plain Python SDK (no MCP), grounded in REA/Ghidra reverse engineering of Blender 5.2.2

Frugal Blender MCP

mohakmalviya

Server

Let your AI agent build Blender scenes with 4 MCP tools instead of 31. 338 tokens of fixed context, batched edits, permission-gated Python. Works with Claude Code, Codex, Cursor and Claude Desktop.

Davinci MCP Professional

hoyt-harness

Server

Token-efficient MCP server for DaVinci Resolve Studio — kernel + domain architecture keeps context cost proportional to the work.

Open Fusion MCP

legionsound

Server

MCP server and agent skills for motion design in DaVinci Resolve Fusion: 179 checked operations, a one-call scene builder and a render-and-look loop.

ComfyUI-APP-MCP

Lotus0614

Server

a comfyui plugin to transform APP Mode workflow to MCP

Network Sketcher

cisco-open

Server

Network Sketcher is an AI-ready network design tool with Local MCP, Online, and Offline editions for creating network designs and exporting PowerPoint diagrams and Excel-based configuration data.

Jdatamunch MCP

jgravelle

Server

Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.

MCP Server Powerpoint

sbroenne

Server

Automate real Microsoft PowerPoint with AI via MCP Server or CLI - slides, shapes, tables, charts, SmartArt, animations, and 141 operations with export-to-verify visual checks.

All2md

thomas-villani

Server

Convert PDF, Word, PowerPoint, HTML, email & 40+ formats to clean Markdown — and back. Built for LLMs, RAG & Python pipelines, with a built-in MCP server.

MCP Wordpress

docdyhr

Server

MCP Server to manage a Wordpress CMS system.

Wordpress MCP AI Gobuildwp

gobuildwp

Server

GoBuildWP (formerly WPPilot): WordPress MCP server & AI agent for ChatGPT, Claude, Cursor, Codex. Build and edit full websites in Elementor and Gutenberg, run SEO, PageSpeed checks, safe updates, backups and security, many sites via GoBuildWP Cloud. Safety profiles, human approval, undo. Free core; Pro adds WooCommerce and more builders.

MCP Ms Office Documents

ForLegalAI

Server

MCP server providing tools to create Ms Office documents like presentations, emails, spreadsheets and word docs (pptx, docx, eml, xlsx)

Md To Word

ls-open

Server

Deterministic Markdown-to-Word (.docx) compiler & MCP server for academic papers, theses and AI agents | 确定性 Markdown 转规范 Word 与 MCP 服务

EastGenesis

opengenesishq

Server

CaoGen — a vendor-neutral, local-first AI work desktop. Multi-provider agent runtime, GUI automation, MCP, Git worktree, task orchestration, effect ledger, and 3D office workspace. macOS/Windows/Linux.

Lexware-MCP-Server

marselsel

Server

Self-hostable MCP server with OAuth 2.1 — connect Claude, ChatGPT, or any other MCP-capable AI to your Lexware Office bookkeeping.

Python Office MCP Server

rcarmo

Server

An MCP server for OOXML documents

Dsh Plugin Wps Office Next

sueccku

Server

在 DeepSeek Harness（DSH）里用中文对话操作 WPS 表格 / 文字 / 演示：读写数据、排版、公式图表、批量转 PDF。自带 MCP server 与常驻 COM 宿主，免装加载项、免配环境变量。

Calendar MCP

MarimerLLC

Server

Adjutant - a Model Context Protocol (MCP) server giving AI assistants unified access to email, calendar, and contacts across multiple accounts: Microsoft 365 (multiple tenants), Outlook.com, Google Workspace, IMAP/SMTP, iCalendar feeds, and JSON sources.

Ms 365 Admin MCP Server

okapi-ca

Server

MCP server for Microsoft 365 admin operations via Graph API application permissions (security, audit, reports, service health)

Indesign MCP Server

lucdesign

Server

A comprehensive MCP server for Adobe InDesign automation with 35+ professional tools

After Effects Codex Agent

GUNMIN-KIM

Server

Codex operating rules and quality references for Adobe After Effects workflows using an MCP runtime

Awesome Magento AI

MagePsycho

Directory

Curated list of AI tools for Magento 2, Adobe Commerce & Mage-OS — agent skills, MCP servers, modules, CLIs, starter kits

Dcc MCP Photoshop

dcc-mcp

Server

Adobe Photoshop MCP adapter for AI agents to edit documents, layers, text and images through the shared adobepy UXP bridge and typed tools in the DCC-MCP ecosystem.

Generator App Remote MCP Server Generic

adobe

SDK / infra

Adobe App Builder template for creating Model Context Protocol (MCP) servers using the official MCP TypeScript SDK and Adobe I/O Runtime.

Videograph Validation

vediograph-wuzhijing

Server

"After Effects for LLMs" — a local AI video studio. LLMs analyze the music, plan shots, write render code and self-check timing via MCP; humans review in a screening room. 330+ VFX presets. Every demo film in this repo was generated by the tool itself.

Blender Open MCP

dhakalnirajan

Server

MCP for Blender Using Open Weights Models

Blender MCP

bpy-dev

Server

Independent enhanced distribution of Blender Lab MCP: standalone bpy, runtime API documentation, and benchmark tooling

Blender AI MCP

PatrykIti

Directory

[Project discontinued] Production-shaped MCP server for Blender with goal-first routing, curated tools, deterministic verification, and vision-assisted 3D modeling workflows.

Blender MCP AI

harveyxiacn

Server

Control Blender with AI through the Model Context Protocol — 380 tools, 56 modules, works with Cursor, Windsurf & Claude Desktop

Davinci Resolve MCP

apvlv

Server

A Model Context Protocol (MCP) server for interacting with DaVinci Resolve and Fusion

Dvr

mhadifilms

SDK / infra

DaVinci Resolve CLI, Python library, and MCP server. Automate editing, color, and rendering with LLM-friendly tools for AI agents (Claude, Cursor), declarative specs, and structured JSON output. No more silent None returns.

Comfy Webui

RioShiina47

Server

A recipe-driven WaaS platform for ComfyUI that turns complex workflows (Image, Audio, Video, 3D) into intuitive Gradio UIs, high-level semantic APIs, and MCP tools for LLMs & AI Agents.

Exstruct

harumiWeb

Server

Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents via CLI and MCP integration.

Office Editor MCP

theWDY

SDK / infra

基于MCP(Model Context Protocol)的Office文档处理助手，支持在MCP Client中创建和编辑Word、Excel、Powerpoint文档。

Excel Parser

knowledgestack

SDK / infra

XLSX parser for LLMs, RAG, LangChain, LangGraph, CrewAI, Claude, MCP — turns Excel (.xlsx) into citation-ready JSON with formulas, charts, dependency graphs, and token-counted chunks. Open-source Python library (MIT).

Logisheets MCP

logisky

Server

give your AI agent a spreadsheet it can actually think in: deterministic Excel-compatible math + structured memory (blocks), real .xlsx out. Open source, self-hostable.