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.

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.

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

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+.

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.

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

Awesome Remote MCP Servers

punkpeye

Directory

A collection of remote MCP servers.

Playwright MCP

microsoft

Server

Playwright MCP server

Solana MCP Vybe

vybenetwork

Directory

Public Solana MCP registry metadata for Vybe Solana API

Windows-MCP

CursorTouch

Server

MCP Server for Computer Use in Windows

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.

Chrome Devtools MCP

ChromeDevTools

Server

Chrome DevTools for coding agents

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.

Xiaohongshu MCP

xpzouying

Server

MCP for xiaohongshu.com

Awesome MCP Servers

punkpeye

Directory

A collection of MCP servers.

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.

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.

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.

Solidworks Automation Skill

wzyn20051216

Server

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

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.

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

Agentgateway

agentgateway

SDK / infra

Next Generation Agentic Proxy for AI Agents and MCP servers

Qq Bridge

Derpyu520

Server

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

Github MCP Server

github

Server

GitHub's official MCP Server

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。

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.

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.

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.

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

GhidraMCP

LaurieWired

Server

MCP Server for Ghidra

Ida Pro MCP

mrexodia

Server

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

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.

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.

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.

Editor

pascalorg

Server

Open-source 3D architecture software for AECO, scan-to-BIM. Agent-friendly, browser-first, MCP, CLI.

MCP Reference Servers

modelcontextprotocol

Server

Model Context Protocol Reference Servers

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.

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.

Godot AI

hi-godot

Server

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

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.

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

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.

Davinci Resolve MCP

samuelgursky

Server

MCP server integration for DaVinci Resolve Studio

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.

Ha MCP

homeassistant-ai

Server

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

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

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

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.

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.

Freecad MCP

neka-nat

Server

FreeCAD MCP(Model Context Protocol) server

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.

FastMCP

PrefectHQ

SDK / infra

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

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.

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.

Python SDK

modelcontextprotocol

SDK / infra

The official Python SDK for Model Context Protocol servers and clients

Agent Toolkit For AWS

aws

Server

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

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.

Concord MCP

Get-Concord-AI

Server

Live messaging for coding agents

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.

DesktopCommanderMCP

wonderwhy-er

Server

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

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.

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

Modelcontextprotocol

modelcontextprotocol

Server

Specification and documentation for the Model Context Protocol

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

MCP Toolbox

googleapis

Server

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

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

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.

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.

Awesome Blender

agmmnn

Directory

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

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 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.

Inspector

modelcontextprotocol

SDK / infra

Deterministic testing tools for MCP servers

N8n MCP

czlonkowski

Server

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

Nightingale

ccfos

Server

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

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.

Figma-Context-MCP

GLips

Server

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

MCP

BrowserMCP

Server

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

Open Connector

oomol-lab

SDK / infra

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

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.

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 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.

OpenKatana

rk0neki

Server

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

Rail

vitosans

SDK / infra

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

MCP Memory Service

doobidoo

Server

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

best-of-Agent-Harnesses

RyanAlberts

Directory

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

Dbhub

bytebase

Server

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

Typescript SDK

modelcontextprotocol

SDK / infra

The official TypeScript SDK for Model Context Protocol servers and clients

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。

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.

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。

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.

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.

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.

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.

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.

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.

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.

Ableton MCP

ahujasid

Server

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

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).

Paperdelta

amos689

Server

Trace changed experiment results to the numbers, claims and figures in your LaTeX paper. Offline bilingual review, safe numeric patches and read-only MCP tools.

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.

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.

Photoshop MCP

alisaitteke

Server

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

MCP

awslabs

Server

Open source MCP Servers for AWS

Awesome MCP Servers

TensorBlock

Directory

A comprehensive collection of Model Context Protocol (MCP) servers

Agenvoy

pardnchiu

Server

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

Mcphub

samanhappy

SDK / infra

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

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

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.

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.

Agent Scan

snyk

Server

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

Registry

modelcontextprotocol

Directory

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

Jadx AI MCP

zinja-coder

Server

Plugin for JADX to integrate MCP server

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.

CodeGraphContext

CodeGraphContext

Server

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

Obsidian Local Rest API

coddingtonbear

Server

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

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.

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

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.

MCP Atlassian

sooperset

Server

MCP server for Atlassian tools (Confluence, Jira)

Awesome Trading Agents

LLMQuant

Directory

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

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.

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

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

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.

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.

Ext Apps

modelcontextprotocol

SDK / infra

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

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.

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++.

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.

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.

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

Go SDK

modelcontextprotocol

SDK / infra

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

Docker Android

budtmo

Server

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

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.

Awesome-MCP-ZH

yzfly

Directory

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

Code Mode

universal-tool-calling-protocol

SDK / infra

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

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。

MCP

microsoft

Directory

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

MCP Windbg

svnscha

Server

Model Context Protocol for WinDbg.

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

Fli

punitarani

SDK / infra

Google Flights MCP, CLI and Python Library

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.

Skills

microsoft

Server

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

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.

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.

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 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.

Rust SDK

modelcontextprotocol

SDK / infra

The official Rust SDK for the Model Context Protocol

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.

Kubernetes MCP Server

containers

Server

Model Context Protocol (MCP) server for Kubernetes and OpenShift

Lightroom MCP

Automaat

Server

MCP server for Adobe Lightroom Classic

MCP Server Excel

sbroenne

Server

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

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.

MobileBuildMCP

getsentry

Server

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

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

MCP Grafana

grafana

Server

MCP server for Grafana

Ue MCP

db-lyon

Server

Complete Unreal Engine development toolkit exposed as MCP tools.

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.

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.

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.

Wslmanager

bostrot

Server

GUI for the Windows Subsystem for Linux — and native Linux/macOS VMs on Mac. Install, back up, move and configure distros without CLI flags; AI assistant with tools, MCP server for agents, remote WSL over SSH.

MCP Server Cloudflare

cloudflare

Server

Product specific Cloudflare MCP servers

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.

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

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.

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.

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.

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.

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.

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.

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

Tunnel Client

openai

SDK / infra

Customer-run client for Secure MCP Tunnel: connect private or localhost MCP servers to ChatGPT, Codex, the Responses API, and AgentKit without exposing them to the public internet.

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.

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.

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

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.

Comfy MCP

Comfy-Org

Server

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

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.

Boost

laravel

Server

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

Modelcontextprotocol

perplexityai

Server

The official MCP server implementation for the Perplexity API Platform

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.

Java SDK

modelcontextprotocol

SDK / infra

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

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.

Codanna

bartolli

Server

Local code intelligence MCP server and CLI for AI coding agents

Ruby SDK

modelcontextprotocol

SDK / infra

The official Ruby SDK for the Model Context Protocol servers and clients.

Maverick MCP

wshobson

Server

Stock market MCP server for Yahoo Finance data, technical analysis, portfolio tracking, and Python backtesting. Runs locally with no API key for core tools.

Brightdata MCP

brightdata

Server

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

Rhinomcp

jingcheng-chen

Server

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

Ssh MCP

tufantunc

Server

MCP server exposing SSH control for Linux servers via Model Context Protocol.

AI-company

CronusL-1141

Server

Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 lifecycle hooks, 7 pipeline workflows. Persistent teams, structured meetings, task wall, real-time React dashboard. No LangChain/AutoGen — pure CC native integration.

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.

Exa MCP Server

exa-labs

Server

Exa MCP for web search and web crawling!

FlyEnv

xpf0000

Server

Native local development environment for Windows, macOS & Linux. A modern alternative to XAMPP, MAMP, Laragon and Laravel Herd, with runtimes, databases, web servers, local sites, HTTPS, AI coding tools and MCP.

Toolhive

stacklok

Server

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

Jadx MCP Server

zinja-coder

Server

MCP server for JADX-AI Plugin

Cohort

congchuanling-dot

Server

Local-first Agent Runtime connecting LLMs to controlled tools, Chrome, desktop automation, MCP, context governance, and verifiable memory.

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.

Rocketmq Rust

mxsm

Server

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

MCP Client For Ollama

jonigl

SDK / infra

Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved preferences.

MCP Nixos

utensils

Server

MCP-NixOS - Model Context Protocol Server for NixOS resources

MCP Neo4j

neo4j-contrib

Server

Neo4j Labs Model Context Protocol servers

Firefox Devtools MCP

mozilla

Server

Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through WebDriver BiDi

Flutter Skill

ai-dashboad

SDK / infra

AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero config. Works with Claude, Cursor, Windsurf, Copilot. Test Flutter, React Native, iOS, Android, Web, Electron, Tauri, KMP, .NET MAUI — all from natural language.

Golf

golf-mcp

SDK / infra

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

Prest

prest

Server

Instant REST and MCP APIs for PostgreSQL and MySQL, on existing or new databases. CRUD, custom SQL routes, auth and ACL without writing a backend. Low-code, ⚡ realtime, high-performance. Native MySQL support since v2.5

Gitlab MCP

zereight

Server

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

MCP Proxy

tbxark

SDK / infra

An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.

Jscpd

kucherenko

Server

Copy/paste detector for source code. 220+ languages, Rust engine, SARIF/HTML/badge reporters, GitHub Action, MCP server for AI agents.

Mcpvault

bitbonsai

Server

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

Anki MCP Server

ankimcp

Server

A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application.

Fast Context MCP

SammySnake-d

Server

AI-driven semantic code search as an MCP tool — powered by Windsurf's reverse-engineered SWE-grep protocol

Open Claude In Chrome

noemica-io

Server

Claude in Chrome, reverse-engineered and open-source. No domain blocklist. Any Chromium browser. Same 18 MCP tools, same performance.

Busbar

GetBusbar

Server

The execution control plane for AI agents. Govern every model request, MCP tool call, A2A delegation, and downstream action—while keeping your native protocols intact: six native LLM protocols in, six native LLM protocols out.

Argus

gy15901580825

SDK / infra

Open-source red-team testing for AI agents. 261 bundled probes with OWASP LLM Top 10, MITRE ATLAS, and NIST AI RMF mappings. Selected probes use recorded browser requests, MCP tool calls, or mock payments. CLI, SARIF, GitHub Action.

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.

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.

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.

Arcade MCP

ArcadeAI

SDK / infra

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

FLUJO

mario-andreschak

Server

Multi-Agent + Automation Harness: Graph-based Workflows, MCP, Self-Improving Agents. NextJs+React

MCP-Nest

rekog-labs

Server

A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.

Go MCP

ThinkInAIXYZ

SDK / infra

Go-MCP is a powerful Go(Golang) version of the MCP SDK that implements the Model Context Protocol (MCP) to facilitate seamless communication between external systems and AI applications.

Biomcp

genomoncology

Server

BioMCP: Biomedical Model Context Protocol

Quickbooks Online MCP Server

intuit

Server

The QuickBooks MCP Server lets AI assistants access QuickBooks data via a standard interface. It uses the Model Context Protocol to expose QBO features as callable tools, enabling developers to build AI apps that fetch real-time QBO data through MCP.

Askimo

askimo-ai

Server

AI desktop app for chat, RAG, Skills, MCP tools, and agents. Support multiple LLMs (Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM, Gemini, OpenRouter)

Knowledge Rag

lyonzin

SDK / infra

Local RAG server for Claude Code, Cursor and other MCP clients: hybrid BM25 + vector search with cross-encoder reranking on by default, 13 MCP tools, 33 file types including code, re-indexing on file changes. One Python process with embedded ChromaDB and FastEmbed ONNX: no Docker, database server or API key; offline after the first model download.

Codex Usage Tracker

douglasmonsky

Server

Local-first MCP tools and dashboard for investigating Codex token usage, credits, costs, caching, and thread patterns.

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.

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.

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

Csharp SDK

modelcontextprotocol

SDK / infra

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

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

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.

Markdownify MCP

zcaceres

Server

A Model Context Protocol server for converting almost anything to Markdown

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.

RAGLight

Bessouat40

SDK / infra

RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.

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。

Mcpfusion

vinkius-labs

SDK / infra

MCP Fusion - The TypeScript framework for secure MCP servers.

Cloakbrowser MCP

swimmwatch

Server

⚡ CloakBrowser MCP server for AI agents: Playwright-powered browsing, clean tool forwarding, Docker support, and multi-session HTTP transport.

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.

Kotlin SDK

modelcontextprotocol

SDK / infra

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

Dbt MCP

dbt-labs

Server

A MCP (Model Context Protocol) server for interacting with dbt.

MCP For Argocd

argoproj-labs

Server

An implementation of Model Context Protocol (MCP) server for Argo CD.

Rails MCP Server

maquina-app

Server

A Ruby gem implementation of a Model Context Protocol (MCP) server for Rails projects. This server allows LLMs (Large Language Models) to interact with Rails projects through the Model Context Protocol.

MCP Server Bash SDK

muthuishere

SDK / infra

MCP server SDK/example implemented entirely in bash — build a Model Context Protocol server with no runtime dependency beyond a POSIX shell.

MCP

oracle

Server

Repository containing MCP (Model Context Protocol) servers that provides a suite of tools for managing and interacting with Oracle products.

Obsidian MCP Plugin

aaronsb

Server

High-performance Model Context Protocol (MCP) server for Obsidian that provides AI tools with direct vault access through semantic operations and HTTP transport.

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.

Zilla

aklivity

SDK / infra

🦎 A lightweight, streaming-native, multi-protocol gateway for AI, APIs, and real-time data. Route LLM requests across providers, govern MCP tools, and connect Kafka, MQTT, and HTTP through one high-performance engine with shared security and observability.

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

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

Arkana

JameZUK

Server

Arkana - Your entire malware analysis lab, behind one AI prompt. 250+ MCP tools for binary analysis with Claude Code or other MCP

Equibles

daniel3303

Server

Self-hosted, open-source financial data MCP server for AI agents — SEC filings, XBRL financials, 13F holdings, insider & congressional trades, short interest, FRED, CFTC/CBOE and daily prices across 64 MCP tools. Equibles Cloud adds earnings call transcripts, live quotes, options chains with Greeks, guidance and a screener.

Graphmind

aouicher

Server

Local-first code intelligence for AI assistants. Turns your codebase into a knowledge graph your AI can query, navigate, and remember. 25 MCP tools.

Self Hosted AI Stack

hwdsl2

Server

Deploy a self-hosted AI stack with Docker Compose: local LLMs, chat, document parsing, embeddings, transcription, text-to-speech and MCP tools. Powered by Ollama, LiteLLM, AnythingLLM and more. Local-first with auto-configured authentication, lightweight stacks, optional HTTPS and NVIDIA GPU support. MIT licensed. Multi-arch: amd64, arm64.

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.

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。

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.

Resolve AI Workflow

willturner-maker

Server

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

Awesome Osint MCP Servers

soxoj

Directory

🔌 A curated list of OSINT MCP servers. Pull requests are welcomed!

Marm Memory

Lyellr88

Server

Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.

MCP Server 12306

drfccv

Server

12306 MCP Server​​ 是一个基于 ​​Model Context Protocol (MCP)​​ 的高性能火车票查询后端系统。它通过标准化接口提供官方 12306 的实时数据服务，包括余票查询、车站信息、列车经停站、中转换乘方案等核心功能。

Node9 Proxy

node9-ai

SDK / infra

Access control for AI agents. Set what Claude Code, Codex, Gemini, Cursor and any MCP server are allowed to do, review risky actions before they run, and keep every action on the record.

Everything AI Coding

zgsm-ai

Server

聚合精选编程 AI 扩展资源：MCP Servers、Skills、Rules、Prompts，周更索引 + 一键安装。

Dev Machine Guard

step-security

Server

Scan your dev machine for AI agents, MCP servers, IDE extensions, and suspicious packages - in seconds.

Director

fdmtl

Server

MCP Playbooks for AI agents

Rails AI Context

crisnahine

Server

Rails MCP server: stop AI coding agents from guessing your app. A Ruby gem with 35 read-only tools that give Claude Code, Cursor, GitHub Copilot, OpenCode and Codex CLI your real schema, models, routes, controllers and views. MCP or CLI, Gemfile or standalone, and it still answers when the app can't boot.

Open Multi Agent Canvas

CopilotKit

Server

The open-source multi-agent chat interface that lets you manage multiple agents in one dynamic conversation and add MCP servers for deep research

Agent

1mcp-app

Server

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

Mcpstore

ip2a

Server

Elegantly manage your MCP services

Kagimcp

kagisearch

Server

The Official Model Context Protocol (MCP) server for Kagi Search & other tools.

Prometheus MCP Server

pab1it0

Server

A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.

Freee MCP

freee

Server

Model Context Protocol (MCP) server for freee API integration

DB MCP Server

FreePeak

Server

A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

Data API Builder

Azure

Server

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

MCP Sequentialthinking Tools

spences10

Directory

🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage.

RongxinAI

rongxinzy

Server

Open-source desktop AI agent: built-in free model, local GGUF models via llama.cpp, dispatch tasks from WeChat/Feishu/DingTalk. Files, browser & MCP tools. | 开源桌面 AI 智能体：内置免费模型，llama.cpp 本地 GGUF 模型，微信/飞书/钉钉直接派任务。

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.

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.

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）

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

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）。

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

Saiku

spiculedata

Server

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

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

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)

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

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.

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.

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.

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.

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

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.

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.

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.

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.

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).

Blendrelay MCP

shefq

Server

Open-source Blender AI add-on and MCP server for prompt-based 3D modeling, scene generation, Edit Mode changes, reference images, viewport sketches, and AI agents including Codex, Claude Code, and Antigravity.

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.

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

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

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.

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.

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.

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.

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

CLI Microsoft365 MCP Server

pnp

Server

Manage Microsoft 365 using MCP server

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

Adobe-Premiere-Pro-MCP

antipaster

Server

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

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.

OfficeAgent.NET

ilia-sokolov

Server

Structured Word, PowerPoint, and Excel automation for .NET and coding agents, with validated plans, MCP, tracked changes, and SharePoint

Onetool MCP

beycom

Server

🧿 One MCP for developers - no tool tax, no context rot. 100+ tools including Brave, Google, Context7, Excalidraw, AWS, Version Checker, Excel, File Ops, Database, Playwright, Chrome DevTools and many more.

Tcpk

V33RU

SDK / infra

Thick client penetration testing and MSIX security audit toolkit for Windows. Audits .NET, Electron and native binaries: static and runtime checks, IL-verified findings, computed CVSS v4.0, CWE/ATT&CK mapping, SBOM, HTML/Excel reports. PowerShell engine, GUI, MCP server and agentic AI triage.

MCP Documents Reader

xt765

Server

Model Context Protocol (MCP) server exposes tools to read multiple document types including DOCX, PDF, Excel, and TXT. This has been tested on Trae Desktop.

Openpyxl MCP Server

jonemo

SDK / infra

A thin wrapper around the OpenPyXl Python library that exposes some of its features as Model Context Protocol (MCP) server. This allows Claude and other MCP clients to fetch data from Excel files.

Aspose MCP Server

xjustloveux

Server

Aspose MCP Server - MCP 辦公文檔處理服務器 為 AI 助手提供辦公文檔處理工具。支援 Word、Excel、PowerPoint、PDF 及跨格式轉換。按需啟用、跨平台（Windows/Linux/macOS）、開箱即用。從 Releases 下載預編譯版本，配置授權檔案即可使用。

My_AI

gonicolas12

Server

Private, offline AI assistant for your desktop: a local ChatGPT alternative powered by Ollama, in 12 languages. 9 agents and visual workflows, codebase RAG, Word/PDF/Excel/PowerPoint generation, local image generation, two-way voice, MCP, an agentic VS Code extension and end-to-end encrypted mobile access. Your data, your control.

PDPS_TxTools

ShuiYinMaster

Server

C# plugins for Siemens Tecnomatix Process Simulate (PDPS): robotic welding, path planning, reachability checks, CATIA/Excel export, AI agent and MCP. 机器人焊接仿真与二次开发插件集。

Ppt Translator

daekeun-ml

Server

A powerful PowerPoint translation tool that leverages Amazon Bedrock models for high-quality translation. This service can be used both as a standalone command-line tool and as a MCP for integration with AI assistants like Claude Code and Kiro. It translates PowerPoint presentations while preserving formatting and structure.

Mathtype For Word

felimet

Server

MathType 7 AI Agent skill, Codex and Claude plugin, and MCP server for editable equations, native Word numbering, references, and PowerPoint.

Wsp Wordpress MCP

bilalnaseer

Server

WSP MCP - Free WordPress MCP For Connecting AI Coding Agents

MCP Zotero

Xevos117

SDK / infra

MCP server for Zotero: search and manage your library, add items by DOI, find open access PDFs and insert live Zotero citations into Word documents.

Wordpress Malware Removal

adityaarsharma

Server

Audit, clean, and harden a WordPress site end to end, with an AI agent (Claude/Cursor/Codex/MCP or SSH). Detects & removes hidden malware — cloaking, backdoors, database injection — scores your security posture, and hardens safely. Free, open-source (AGPL-3.0).

Bc Word Layout MCP

TKapitan

Server

MCP for word layouts for Microsoft Dynamics 365 Business Central

Tripitaka MCP

dhamma-seeker

Server

MCP server for the full Pāli Tipiṭaka — ~444,000 segments at parity with SuttaCentral (Sutta + Vinaya + Abhidhamma). Hybrid search, full-sutta fetch with cross-references, segment-aligned translation comparison, and Pāli word lookup. Offered as Dhamma Dāna.

AgentPet

cqzaaa

Server

AgentPet 是一款基于 Electron + React打造的桌面智能 AI 助手。它拥有生动的 Live2D 动态外观与自主决策 Agent 引擎，同时支持 SSH 远程连接与Computer User，内置工具箱与 MCP 协议，AgentPet 可以完成网页搜索、代码开发、终端操作和 Office 文档处理，并基于 ACP 协议支持多 Agent 本地、远程调度