Find the right MCP server, fast.
830 Model Context Protocol servers with copy-paste configs for Claude Desktop, Cursor and VS Code — plus maintenance signals so you skip dead projects.
Everything (official reference server)
Test/reference server that exercises every MCP feature (prompts, tools, resources, sampling). Built for MCP client developers, not for everyday use.
Fetch (official reference server)
Fetches web pages and converts HTML to markdown so LLMs can read web content. Caution: can reach local/internal IPs.
Filesystem (official reference server)
Node.js server for filesystem operations: read/write files, create/list/delete directories, move and search files, with configurable allowed directories.
Git (official reference server)
Tools to read, search and manipulate Git repositories (status, diff, log, commit, branches) via LLMs.
Memory (Knowledge Graph) (official reference server)
Basic persistent memory using a local knowledge graph of entities, relations and observations, so the assistant can remember information about you across chats.
Sequential Thinking (official reference server)
Provides a tool for dynamic, reflective problem-solving: break problems into steps, revise thoughts, and branch into alternative reasoning paths.
Time (official reference server)
Current time and timezone conversion using IANA timezone names, with automatic system timezone detection.
headroom
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.
TrendRadar
⭐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。
private-gpt
Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference server.
chrome-devtools-mcp
Chrome DevTools for coding agents
nanobot
Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps
codebase-memory-mcp
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
playwright-mcp
Playwright MCP server
github-mcp-server
GitHub's official MCP Server
mcp-for-blender
Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation.
serena
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
fastmcp
🚀 The fast, Pythonic way to build MCP servers and clients.
context-mode
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.
dbx
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。
activepieces
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
editor
Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents.
python-sdk
The official Python SDK for Model Context Protocol servers and clients
n8n-mcp
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
FunASR
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.
Douyin_TikTok_Download_API
🚀 抖音、TikTok 数据采集与无水印视频下载 API，自托管，支持 MCP 调用与 Docker 一键部署。| Self-hosted TikTok & Douyin scraper and no-watermark video downloader — async REST API, MCP server, CLI and web console for posts, profiles, comments and playlists. Self-healing identity pool, PostgreSQL archive, one docker compose up.
mcp-for-beginners
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.
mcp-toolbox
MCP Toolbox for Databases is an open source MCP server for databases.
xiaohongshu-mcp
MCP for xiaohongshu.com
Figma-Context-MCP
MCP server to provide Figma layout information to AI coding agents like Cursor
docker-android
Android in docker solution with noVNC supported, video recording, mcp server and AI-agent
unity-mcp
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.
casdoor
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
typescript-sdk
The official TypeScript SDK for Model Context Protocol servers and clients
nightingale
Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.
ida-pro-mcp
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
hexstrike-ai
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.
mcp-chrome
Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assistants like Claude, enabling complex browser automation, content analysis, and semantic search.
fastapi_mcp
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
pal-mcp-server
The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.
holaOS
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.
GhidraMCP
MCP Server for Ghidra
inspector
Visual testing tool for MCP servers
com.apify/apify-mcp-server
Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
tyk
Open Source API and AI Gateway supporting REST, GraphQL, TCP, gRPC and MCP (Model Context Protocol)
mcp-use
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
DesktopCommanderMCP
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
mcp
Open source MCP Servers for AWS
xberg
Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages. Fifteen bindings, with CLI, REST API, and MCP server.
mobile-mcp
Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
Windows-MCP
MCP Server for Computer Use in Windows
bifrost
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.
lamda
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.
mcp-agent
Build effective agents using Model Context Protocol and simple workflow patterns
stitch-skills
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.
git-mcp
Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
webiny-js
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.
gentle-ai
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.
firecrawl-mcp-server
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
browser-tools-mcp
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
mcp
Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser
engram
Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI, and TUI.
cursor-talk-to-figma-mcp
TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.
whatsapp-mcp
WhatsApp MCP server
MobileBuildMCP
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
jscpd
Copy/paste detector for source code. 220+ languages, Rust engine, SARIF/HTML/badge reporters, GitHub Action, MCP server for AI agents.
gemini-notebook-mcp-cli
Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.
bb-browser
Your browser is the API. CLI + MCP server for AI agents to control Chrome with your login state.
ouroboros
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.
sandbox
All-in-One Sandbox for AI Agents that combines Browser, Shell, File, MCP and VSCode Server in a single Docker container.
claude-code-ultimate-guide
The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.
godot-mcp
MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.
magic-mcp
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
open-connector
Open-source auth gateway connecting 1500+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.
mcp-atlassian
MCP server for Atlassian tools (Confluence, Jira)
ai.klavis/strata
MCP server for progressive tool usage at any scale (see https://klavis.ai)
mcp-playwright
Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌
ghidra-mcp
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.
wigolo
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.
5ire
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 .
zotero-mcp
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.
agentgateway
Next Generation Agentic Proxy for AI Agents and MCP servers
Peekaboo
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.
open-seo-mcp-skills
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
tabularis
Open-source desktop SQL workspace with 3 built-in database drivers and 16 shipped plugins, including SQL Server, DuckDB, ClickHouse and Redis. Built-in MCP server for Claude, Cursor and Devin, SQL notebooks and visual EXPLAIN.
concat
⭐ Concat: The truly free, and open-source cross-platform CapCut replacement. Supports MCPs & API.
ai.exa/exa
Connect AI agents to Exa for web search, content fetching, and multi-step research.
tradingview-mcp
TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor & any MCP client. Stocks, crypto, forex & futures across global exchanges. Hosted or self-host.
agent-device
Mobile app automation and verification for AI coding agents. CLI, MCP server, and typed Node.js API for iOS, Android, HarmonyOS, TV, web, macOS, and Linux.
aci
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.
google-ads-meta-ads-mcp
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.
deep-research
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
notion-mcp-server
Official Notion MCP Server
prest
Instant REST and MCP APIs for PostgreSQL and MySQL 8, 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.
mcp-context-forge
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.
csharp-sdk
The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.
mcp-obsidian
MCP server that interacts with Obsidian via the Obsidian rest API community plugin
Unity-MCP
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.
marketing-skills
Claude skills for marketing: 49 free marketing skills for Claude Code and claude.ai (Google Ads, Meta Ads, SEO, AI visibility) + the Ryze Google Ads MCP / Meta Ads MCP: claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp
mcpo
A simple, secure MCP-to-OpenAPI proxy server
mcp-server-chart
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
com.cloudflare.mcp/mcp
Cloudflare MCP servers
archestra
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
spec-workflow-mcp
A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and VSCode extension for monitoring and managing your project's progress directly in your development environment.
CodeGraphContext
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
excel-mcp-server
Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, PivotTables, slicers and formulas. No Excel required.
design-extract
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+.
wslmanager
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.
rust-sdk
The official Rust SDK for the Model Context Protocol
fast-agent
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support
linkedin-mcp-server
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.
hyperresearch
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
pipeshub-ai
The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.
mcp
Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration
anything-analyzer
全能协议分析工具：浏览器抓包 + MITM 代理 + 指纹伪装 + AI 分析 + MCP Server 无缝对接 AI Agent/IDE | All-in-one protocol analysis toolkit — built-in browser capture, MITM proxy, JS hooks, fingerprint spoofing, AI analysis & MCP server for agent integration
mcp-feedback-enhanced
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.
radar
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.
java-sdk
The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI
core
A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.
boost
Laravel-focused MCP server for augmenting your AI powered local development experience.
dbhub
Token conscious database MCP server for Postgres, MySQL, SQL Server, Oracle, MariaDB, SQLite.
MCP-Chinese-Getting-Started-Guide
Model Context Protocol(MCP) 编程极速入门
mcp-grafana
MCP server for Grafana
davinci-resolve-mcp
MCP server integration for DaVinci Resolve Studio
py-xiaozhi
Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice interaction.
google_workspace_mcp
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool
FlyEnv
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.
fastmcp
A TypeScript framework for building MCP servers.
cortex
Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown.
fli
Google Flights MCP, CLI and Python Library
arxiv-mcp-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.
ableton-mcp
Control Ableton Live with any LLM: create tracks, arrange clips & compose music via MCP
agent-scan
Security scanner for AI agents, MCP servers and agent skills.
skills
Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents
redamon
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.
shadcn-ui-mcp-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
obsidian-local-rest-api
A secure REST API and Model Context Protocol (MCP) server for your vault.
markdownify-mcp
A Model Context Protocol server for converting almost anything to Markdown
godot-ai
Production-grade MCP server and AI tools for the Godot engine. A Snap to install. Totally free and fun.
ext-apps
Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers
js-reverse-mcp
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。
supergateway
Run MCP stdio servers over HTTP streamable, SSE and SSE over stdio. AI gateway.
jadx-ai-mcp
Plugin for JADX to integrate MCP server
moltis
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.
agent-toolkit-for-aws
Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS
freecad-mcp
FreeCAD MCP(Model Context Protocol) server
paper-search-mcp
MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.
mcp-proxy
A bridge between Streamable HTTP and stdio MCP transports
invisible_playwright_mcp
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.
jcodemunch-mcp
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.
carbon
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.
metamcp
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker
korean-law-mcp
법제처 국가법령정보를 LLM에서 바로 조회하는 MCP 서버. 법령·판례·조례 검색과 인용 검증 | MCP server for Korean law — search statutes, precedents, and ordinances, and verify citations
KiCAD-MCP-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.
brightdata-mcp
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
crosspaste-desktop
Cross-device clipboard sync for macOS, Windows & Linux — end-to-end encrypted, LAN-only, no cloud. OCR, CLI and MCP server built in.
modelcontextprotocol
The official MCP server implementation for the Perplexity API Platform
mcp_excalidraw
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.
mcphub
Self-hosted MCP gateway and control plane for connecting, controlling, and operating MCP servers.
x64dbg-mcp-server
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
nitrostack
The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.
ripwire
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.
kordoc
모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX, PDF, Office) to Markdown — CLI and MCP server with form filling and diff
tavily-mcp
Production ready MCP server with real-time search, extract, map & crawl.
mcp2cli
Turn any MCP, OpenAPI, or GraphQL server into a CLI — at runtime, with zero codegen
AiSOC
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.
webclaw
Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.
12306-mcp
This is a 12306 ticket search server based on the Model Context Protocol (MCP).
AssetOpsBench
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.
mcp-server
An MCP server for interacting with the Financial Datasets stock market API.
gemini-mcp-tool
MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding
toolhive
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
inspector
Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.
Unla
🧩 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.
edgeever
Open-source, AI-native knowledge base & Evernote alternative with native MCP. Zero-cost on Cloudflare or Docker.
stealth-browser-mcp
Stealth browser automation for AI agents over MCP and the Chrome DevTools Protocol: navigation, network hooks, DOM extraction, and pixel-accurate UI cloning.
ios-simulator-mcp
MCP server for interacting with the iOS simulator
skybridge
Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. Type-safe. React-powered. Platform-agnostic.
kubernetes-mcp-server
Model Context Protocol (MCP) server for Kubernetes and OpenShift
mcp-server-mysql
A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.
mcp-shrimp-task-manager
Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.
mcpb
Desktop Extensions: One-click local MCP server installation in desktop apps
LetsFG
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.
agentset
The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.
DevDocs
Completely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily integrate into Cursor, Windsurf, Cline, Roo Code, Claude Desktop App
unreal-mcp
Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).
RPA
Browser and desktop automation with an MCP server for AI assistants. Record macros or write JavaScript to automate websites, extract data, and control desktop apps with OCR and image recognition.
Figma MCP Server
The Figma MCP server brings Figma design context directly into your AI workflow.
GoNavi
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。
azure-devops-mcp
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.
jshookmcp
A search-first, profile-aware reverse-engineering workspace for AI agents — 735 tools across 36 domains in one MCP server.
jarvis
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.
mcp-memory-service
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
contextplus
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style linking, Context+ turns a massive codebase into a searchable, hierarchical feature graph.
mcp
Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.
mcp-unity
Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs
mcp-gsc
Google Search Console Insights with Claude AI for SEOs
gortex
High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via CLI, MCP Server, and API. AI coding agents teammate - expose only needed information, cutting token usage up to 50x. 100% local. Discord: https://discord.gg/39MFHu3J5d
pg-aiguide
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
slack-mcp-server
The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.
anysearch-mcp-server
Unified real-time search MCP server supporting general web search, vertical domain search, parallel batch search, and full-page URL content extraction.
solana-mcp-vybe
Public Solana MCP registry metadata for Vybe Solana API
trpc-agent-go
A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.
open-webSearch
Multi-engine MCP server, CLI, and local daemon for agent web search and content retrieval — skill-guided workflows, no API keys.
Dive
Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨
telegram-mcp
Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.
mcp-brasil
MCP Server para 70 APIs públicas brasileiras
docs-mcp-server
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools
mcphub.nvim
An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins.
MeiGen-AI-Design-MCP
Supports GPT Image 2, Seedance & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task orchestration system
OpenOSINT
AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 20 tools. Works with Claude, GPT-4, or local models. For authorized security research only.
erd-editor
ERD Editor: design database schemas visually, import SQL DDL, GraphQL, DBML and AML, export DDL and code for 22 languages. Web app, Google Drive, VS Code, IntelliJ, Obsidian, a custom element, and an MCP server that lets coding agents edit diagrams live.
mcpvault
A lightweight Model Context Protocol (MCP) server for safe Obsidian vault access
llmwiki
Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !
iMCP
A macOS app that provides an MCP server to your Messages, Contacts, Reminders and more
matlab-mcp-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.
terravision
Cloud architecture diagrams in both directions: AI prompt or JSON to diagram, diagram to Terraform via MCP server, and Terraform to diagram via CLI or CI/CD. Using Official AWS, Azure and GCP icons.
cheatengine-mcp-bridge
Connect your favorite AI agents directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.
n8n-mcp-server
MCP server that provides tools and resources for interacting with n8n API
mcptools
A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.
docker-mcp-tutorial
Complete tutorial materials for building MCP servers with Docker - from NetworkChuck's video
php-sdk
The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.
mcp-remote
Connect an MCP Client that only supports local (stdio) servers to a Remote MCP Server.
cve-mcp-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.
vllm-mlx
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.
mcp-windbg
Model Context Protocol for WinDbg.
mcp-language-server
mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.
datagouv-mcp
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.
code-mode
🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.
mcp-server-kubernetes
MCP Server for kubernetes management commands
pi-mcp-adapter
Token-efficient MCP adapter for Pi coding agent
MiniMax-MCP
Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.
azure-skills
Official agent plugin providing skills and MCP server configurations for Azure scenarios.
LitterBox
A self-hosted sandbox for red teams to test payloads against modern detection before deployment. MCP integration lets an LLM agent drive analysis end to end.
mcp-server-qdrant
An official Qdrant Model Context Protocol (MCP) server implementation
terraform-mcp-server
The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.
mcp-installer
An MCP server that installs other MCP servers for you
duckduckgo-mcp-server
A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.
aoci-code
A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first MCP server + CLI in Go: a governed repository index of code knowledge that gives Claude Code, Codex, Cursor, and opencode long-term context, memory, and code intelligence.
rocketmq-rust
🚀 Apache RocketMQ built in Rust 🦀 — faster, safer, and more memory-efficient. Powering high-performance messaging for the AI era, with AI Agent, MCP, and AI-SRE capabilities.
data-api-builder
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.
duckle
Open-source ETL/ELT you deploy on your own servers or cloud. Built on DuckDB: no-code/low-code visual pipelines or SQL, 385 components, dbt, CDC, data quality, reverse ETL, lineage, MCP for AI agents. No vendor cloud, no per-row billing.
ai.smithery/brave
Visit https://brave.com/search/api/ for a free API key. Search the web, local businesses, images,…
ros-mcp-server
Connect AI models like Claude & GPT with robots using MCP and ROS.
arkon
Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (MCP) for automated, secure organizational knowledge integration.
drawio-mcp-server
Draw.io Model Context Protocol (MCP) Server
phantom
An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secure credential collection, email identity. Built on the Claude Agent SDK.
cocos-mcp-server
一款全面的、便捷的cocos creator AI MCP服务插件，适用于3.8.0以上cocos版本，一键安装，一键启动。A comprehensive and convenient cocos creator AI MCP service plug-in, suitable for cocos versions above 3.8.0, one-click installation and one-click start.
tradememory-protocol
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.
short-video-maker
Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the Model Context Protocol (MCP) and a REST API.
mysql_mcp_server
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
nocturne_memory
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.
codedb
Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.
keeper.sh
Calendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud, CalDAV or ICS.
deepwiki-mcp
📖 MCP server for fetch deepwiki.com and get latest knowledge in Cursor and other Code Editors
apple-docs-mcp
MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants
better-icons
Skill and MCP server for searching and retrieving icons
mirobody
Turn scattered health data into answers you can trace. Self-hosted AI health data engine for lab reports, wearables and genetics, with a built-in MCP server. Run it with Docker and one LLM key, or keep every model local on llama.cpp.
sourcey
Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.
damn-vulnerable-MCP-server
Damn Vulnerable MCP Server
wenyan-mcp
文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。
sceneview
3D & AR SDK for Android (Jetpack Compose + Filament), Apple (SwiftUI + RealityKit), Web, Flutter and React Native. Opens glTF/GLB, 3MF, STL, OBJ and PLY on Android and USDZ on Apple, at real size in AR. Assistant-ready: in-repo MCP server, AGENTS.md and llms.txt — no assistant-specific setup.
garmin_mcp
MCP server to access Garmin data
himarket
HiMarket is an enterprise-level "AI Capability Marketplace and Developer Ecosystem Hub." It is not merely a simple aggregation of traditional APIs, but rather a comprehensive platform that packages, publishes, manages, and operates core AI assets such as enterprise Model APIs, MCP Servers, Agent APIs, etc., through standardized product formats.
jupyter-mcp-server
🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
meta-ads-mcp
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.
cli
The official TanStack CLI - Project Scaffolding, MCP Server, Agent Skills Installation, etc
mcp-searxng
Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client
MCPJungle
One place to manage & connect to all your MCP servers
iot-dc3
IoT DC3 — Connect the Physical World to AI. An open-source Industrial IoT Runtime for Physical AI: 36 protocol drivers, edge-to-cloud data delivery, and an MCP tool gateway so AI agents act on devices in a safe, controllable, traceable loop.
reverify
Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Reverse engineering is the proving ground. MCP server + CLI.
mcp-cli
Lighweight CLI to interact with MCP servers
agentshield
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration. 🛡️
open-reverselab
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.
solomd
A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI providers BYOK.
thClaws
Open-source AI agent harness in native Rust — GUI, CLI, headless, and webapp from one binary. Multi-provider, MCP, skills, plugins, agent teams.
chubbyskills
把中文全渠道内容（抖音 / B站 / 小红书 / 公众号 / X / 播客）采集进个人知识库的 14 个 AI Skill：图文存图、视频转文字稿、字幕优先免 GPU、RSS/YouTube 订阅调度与每日情报简报，附带知识库 MCP server。｜ Ingest Chinese content into your personal knowledge base — image/video routing, subtitle-first transcription, feed subscriptions with daily digests, and a KB MCP server.
agentdock
Secure MCP runtime for AI agents to operate local machines, servers, and containers with multi-device orchestration.
mcp-server
MCP Server for Burp
zotero-mcp
It's a plugin extension in Zotero. Zotero MCP Plugin enables integration between AI assistants and Zotero through MCP. Zotero MCP Plugin 是一个 Zotero 插件，通过 MCP协议实现 AI 助手与 Zotero深度集成。插件支持文献检索、元 数据管理、全文分析和智能问答等功能，让 Claude、ChatGPT 等 AI 工具能够直接访问和操作您的文献库。
colab-mcp
An MCP server for interacting with Google Colab
mcp-golang
Write Model Context Protocol servers in few lines of go code. Docs at https://mcpgolang.com . Created by https://metoro.io
powerbi-modeling-mcp
The Power BI Modeling MCP Server, brings Power BI semantic modeling capabilities to your AI agents.
Gearboy
Game Boy / Game Boy Color / Super Game Boy emulator and debugger with embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
northcinder
Open-source MCP server for comparing products and asking the buyer before purchase.
solidworks-automation-skill
Reliable AI Skill + MCP toolkit for agent-driven desktop CAD automation.
Proxima
Multi-AI MCP Server - Connect ChatGPT, Claude, Gemini & Perplexity to your coding tools without any API
coding-tools-mcp
Give any AI agent the ability to code
better-chatbot
Formerly Better Chatbot. Navigator is an open-source AI workspace for agents, MCP and workflow automation.
Claude-Code-Frontend-Design-Toolkit
Everything I've found that actually makes Claude Code output better-looking frontends. Skills, plugins, MCP servers, CLAUDE.md tricks
deja-vu
Coding agent memory for Claude Code, Codex, Cursor and 38 more, built from the session history already on your disk. Local search, MCP and hooks, no LLM, one Go binary.
ai.smithery/ref-tools-ref-tools-mcp
Provide your AI coding tools with token-efficient access to up-to-date technical documentation for…
MODULAR-RAG-MCP-SERVER
A modular RAG (Retrieval-Augmented Generation) system with MCP Server architecture. Using Skill to make AI follow each step of the spec and complete the code 100% by AI.
web-search-mcp
A simple, locally hosted Web Search MCP server for use with Local LLMs
token-savior
MCP server that gets Claude to 97.9% (188/192) on a real coding benchmark at -80% active tokens and -83% wall time, vs 78.3% plain. Structural code navigation + persistent memory engine. Works with every MCP client.
tuui
A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.
best-of-Agent-Harnesses
🏆 Ranked list of 167 AI agent harnesses, plus templates, playbooks, MCP, and learning resources. Rescored weekly.
innovation-lab-examples
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.
mongodb-mcp-server
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
CloudBase-AI-Toolkit
Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.
Lightswind-UI-Library
The AI-native CLI-first React component library. 160+ animated, accessible, production-ready components with MCP Server support for Cursor, Claude & GitHub Copilot. Copy-paste architecture — you own the code.
crw
Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benchmarks. 6 MB RAM, single binary. Self-host or use managed cloud.
RedNote-MCP
🚀MCP server for accessing RedNote(XiaoHongShu, xhs).
ai-trader
Backtrader-powered backtesting framework for algorithmic trading, featuring 20+ strategies, multi-market support, CLI tools, and an integrated MCP server for professional traders.
ida-mcp
Official Hex-Rays IDA MCP Server.
Atlassian Rovo MCP Server
Connect to Atlassian Jira, Confluence, Loom, and more to search, create, and manage your work.
mcp-scanner
Scan MCP servers for potential threats & security findings.
fetcher-mcp
MCP server for fetch web page content using Playwright headless browser.
annas-mcp
MCP server and CLI tool for searching and downloading documents from Anna's Archive
stackql
Query, provision and operate Cloud, SaaS, API and Model Context Protocol (MCP) resources through a unified SQL-based framework for humans and AI agents.
arcade-mcp
MCP Server Framework and Tool Development library for building custom capabilities into agents.
excel-mcp-server
A Model Context Protocol (MCP) server that reads and writes MS Excel data
anymd
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.
ms-365-mcp-server
A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Microsoft Office services through the Graph API
work-iq
MCP Server and CLI for accessing Work IQ
mcp-server-chatsum
Query and Summarize your chat messages.
figwright
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.
mcpc
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 across servers, proxy for AI sandboxes, x402 & more.
alpaca-mcp-server
Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs
mcp-google-sheets
This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.
mcpm.sh
CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features.
pentest-agents
Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Copilot, and OpenClaw — 48 agents, 26 commands, 19 CLI tools, 2 MCP servers, autonomous hunt loops, exploit chain builder.
code-index-mcp
A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup
AI-Gateway
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀
skills
Get production-ready images, video, audio, and 3D from any AI agent: skills that pick the right model, price before spending, and keep characters and brands consistent through the Scenario MCP, plus expert teams that drive Blender, Maya, ZBrush, Unreal, and Unity.
mcp-neo4j
Neo4j Labs Model Context Protocol servers
ollama-mcp-bridge
Bridge between Ollama and MCP servers, enabling local LLMs to use Model Context Protocol tools
mcp-gateway-registry
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.
x-reader
Universal content reader MCP Server for 10+ platforms
wassette
Wassette: A security-oriented runtime that runs WebAssembly Components via MCP
kubectl-mcp-server
Published in CNCF Landscape: A MCP server for Kubernetes.
mcp-jetbrains
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio
mcp-sequential-thinking
Local MCP work notes with persistent sessions, decisions, evidence and resumable tasks.
repoprompt-ce
Community edition of RepoPrompt: a native macOS context engineering app for AI coding agents, with an MCP CLI.
octocode
Code research platform for AI agents; find, understand, and prove context across your code and all of GitHub, in a fraction of the tokens. One toolset, MCP or CLI
mcp
MCP server for the Cloudflare API
ssh-mcp-server
基于 SSH 的 MCP 服务 🧙♀️。已被MCP官方收录 🎉。 SSH MCP Server 🧙♀️. It has been included in the community MCP repository 🎉.
world-intel-mcp
139-tool MCP server for real-time global intelligence from free public APIs: markets, SEC filings, conflict, military, aircraft-cohort early warning, refugee and migration flows, cyber, climate, news, and 30+ domains. Cited AI situation briefs, geofences with change detection, live SSE dashboard. MIT, no paid API keys.
fauxnix
Run Linux-style commands on Windows via deterministic bash→PowerShell translation. No VM, no WSL. MCP server + CLI built for AI agents (Claude Code, Codex, OpenCode...). GNU-style output, bash-style errors, UTF-8/GBK handled.
retentioneering-tools
Python toolkit, MCP server, and agent skills for reproducible, auditable clickstream and event log analytics. Helps AI agents, data scientists and analysts build, validate, and cross-check product analytics, quantitative UX, customer journeys, graph-based user flows, behavioral segmentation, A/B tests, process mining models, Markov chain simulation
MCP-Bridge
A middleware to provide an openAI compatible endpoint that can call MCP tools
ruby-sdk
The official Ruby SDK for the Model Context Protocol servers and clients.
ai.smithery/ChiR24-unreal_mcp
Control Unreal Engine to browse assets, import content, and manage levels and sequences. Automate…
gcloud-mcp
gcloud MCP server
mcp-notion-server
A Model Context Protocol server for connecting Notion to MCP-compatible clients
memory-bank-mcp
A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
AgentChat
AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、Skill、Milvus 和 ElasticSearch 等技术，实现高效的知识检索与工具调用，使用 FastAPI 构建高性能后端服务。
nuxt-mcp-dev
MCP server helping models to understand your Vite/Nuxt app better.
MCProtocolLib
A library for communication with a Minecraft client/server.
NornicDB
Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no changes while adding intelligent features like schemas, managed embeddings, reranking+llm, GPU accel, Auto-TLP, Policy-based Memory Decay, and MCP server.
openapi-mcp-server
Allow AI to wade through complex OpenAPIs using Simple Language
unifi-mcp
MCP servers & Graph API for the UniFi suite of applications, Network, Protect, and Access
scarf
Native macOS and iOS App for the Hermes AI agent — multi-window, multi-server (local + remote over SSH). Chat, dashboard, sessions, memory, cron, MCP, and more.
Android-MCP
MCP Server for interacting with Android Devices.
mcp-knowledge-graph
MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development
master-fetch
MCP server for web fetching with Cloudflare bypass, Trafilatura extraction, and smart routing. Free, self-hosted, no API keys.
hyper-mcp
📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.
MCP
Official Jina AI Remote MCP Server
mcp-gateway
MCP Gateway is a reverse proxy and management layer for MCP servers, enabling scalable, session-aware stateful routing and lifecycle management of MCP servers in Kubernetes environments.
server
Core PHP implementation for the Model Context Protocol (MCP) server
reverse-engineering-assistant
MCP server for reverse engineering tasks in Ghidra 👩💻
hol-guard
Open-source antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP servers, plugins, and skills at runtime.
ida-mcp-rs
Headless IDA Pro MCP Server
projectmem
Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed. Native MCP server for Claude Code, Cursor, Antigravity and Codex. 100% local, no cloud, no telemetry. MIT.
FinanceMCP
这是一个金融领域相关的mcp,本项目通过集成 Tushare API 和 Binance API 为语言模型（如Claude）提供全面的实时金融数据访问能力，支持股票、基金、债券、宏观经济指标、稳定币、虚拟货币等多维度金融数据分析。其中也包含了金融数据查询、财经新闻查询、国家统计局数据查询等
xmcp
MCP server for the X API
openflowkit
Free, open-source diagram canvas. Draw it, write it as code (Mermaid, D2, Structurizr in), ask any AI model or a local one, let Claude Code edit it live over MCP, or map a GitHub repo with every arrow cited to a file and line. MIT, local-first, no account.
tidewave_phoenix
MCP server with runtime-level tools for Phoenix development
tapo
🦀 Rust API, 🐍 Python API, and 🤖 MCP Server for TP-Link Tapo smart devices
reddit-mcp-buddy
Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.
mcp-nixos
MCP-NixOS - Model Context Protocol Server for NixOS resources
mcp
Rapidly build MCP servers for your Laravel applications.
Godot-MCP-Native
一款支持godot开源引擎的的mcp插件，支持常见godot引擎操作，使用Godot原生实现MCPServer，无需安装依赖，开箱即用，支持多种AI工具调用。An MCP plugin that supports the open-source Godot engine, enabling common Godot engine operations. It implements the MCP Server using Godot's native HTTP, requires no dependency installation, is ready to use out of the box, and supports invocation by various AI tools.
browser-use-mcp-server
Browse the web, directly from Cursor etc.
MCP-Kali-Server
MCP configuration to connect AI agent to a Linux machine.
llm-server-docs
End-to-end documentation to set up your own local & fully private LLM server on Debian. Equipped with chat, web search, RAG, model management, MCP servers, image generation, and TTS.
mineru-tianshu
天枢 - 企业级 AI 一站式数据预处理平台 | PDF/Office转Markdown | 支持MCP协议AI助手集成 | Vue3+FastAPI全栈方案 | 文档解析 | 多模态信息提取
golf
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
smithery-cli
Install, manage and develop MCP servers and skills for agents
open-agent-connector
Open-source, self-hosted alternative to Composio, Nango, Merge.dev, and Arcade.dev for AI agent integrations. Run GitHub, Slack, Hacker News, and custom HTTP actions over MCP or REST.
memorix
Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravity, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Copilot, Kiro, OpenCode, and Trae.
vibetest-use
Vibetest MCP - automated QA testing using Browser-Use agents
gemini-skill
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
supabase-mcp-server
Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.
mcp-client-for-ollama
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.
next-devtools-mcp
Next.js Development for Coding Agent
metatrader-mcp-server
Model Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform
fetch-mcp
A flexible HTTP fetching Model Context Protocol server.
scira-mcp-chat
A minimalistic MCP client with a good feature set.
idea-reality-mcp
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
comfyui-mcp
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.
mcp-server-excel
Automate real Microsoft Excel with AI via MCP Server or CLI — Power Query, DAX, VBA, PivotTables, charts, and 412 operations.
context-space
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
android-mcp-server
An MCP server that provides control over Android devices via adb
BossConsole
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.
mcp-security-hub
A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra, Nuclei, SQLMap, Hashcat and more.
yahoo-finance2
Unofficial API for Yahoo Finance with CLI, MCP and Agent Skill
second-brain-cloudflare
One memory layer, every AI tool. Store anything once — recall it in Claude, ChatGPT, Cursor, or any MCP client. Self-hosted on Cloudflare's free tier.
ssh-mcp
MCP server exposing SSH control for Linux servers via Model Context Protocol.
jadx-mcp-server
MCP server for JADX-AI Plugin
mcp-marketplace
This is the official repository for submitting MCP servers to be included in Cline's MCP Marketplace. If you’ve built an MCP server and want it to be discoverable and easily installable by millions of developers using Cline, submit your server here.
drift
Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.
mcp
A MCP server implementation for hyperbrowser
line-bot-mcp-server
MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
minecraft-mcp-server
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game environment through natural language instruction
HowToCook-mcp
基于Anduin2017 / HowToCook （程序员在家做饭指南）的mcp server
arcticdb_mcp
MCP server for ArcticDB
formae
Open-source Infrastructure As Code that starts from what already runs. formae discovers your estate, versions drift and hands back current code. A Terraform and Pulumi alternative built on Pkl, with an MCP server for AI agents.
runno
Sandboxed runtime for programming languages and WASI binaries. Works in the browser, on your server, or via MCP.
GhidrAssistMCP
An native MCP server extension for Ghidra
okf-agent-memory
Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zero external databases or dependencies. Built in pure Go.
stash
Stash — persistent memory layer for AI agents. Episodes, facts, and working context stored in Postgres. MCP server included. Self-hosted, single binary, no cloud required.
context-portal
Context Portal (ConPort): A memory bank MCP server building a project-specific knowledge graph to supercharge AI assistants. Enables powerful Retrieval Augmented Generation (RAG) for context-aware development in your IDE.
codanna
Local code intelligence MCP server and CLI for AI coding agents
mcp-server-docker
MCP server for Docker
figma-mcp-bridge
Figma Plugin & MCP server to bypass API limits
winutil-cn
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。
MetasploitMCP
MCP Server for Metasploit
FofaMap
一款证据驱动的 FOFA 资产测绘智能体：支持自然语言侦察、AI 反思、CLI / MCP / Skill / REST API，以及经人工审批的 Nuclei 扫描。
obsidian-mcp
A simple MCP server for Obsidian
elementor-mcp
WordPress plugin that turns Elementor & WordPress into an MCP server. 500+ AI-ready tools for building, editing, and managing page designs programmatically.
just-prompt
just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama)
memora
Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.
mcp-proxy
An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.
anythingmcp
Open-source, self-hosted MCP gateway: turn any REST/OpenAPI, SOAP, GraphQL, OData or SQL API into MCP tools for Claude, ChatGPT & Copilot. 331 connectors incl. SAP S/4HANA & Business One, ERP, e-commerce.
after-effects-mcp
MCP Server for Adobe After Effects. Enables remote control (compositions, text, shapes, solids, properties) via the Model Context Protocol using ExtendScript.
mcpcan
MCPCAN is a centralized management platform for MCP services. It deploys each MCP service using a container deployment method. The platform supports container monitoring and MCP service token verification, solving security risks and enabling rapid deployment of MCP services. It uses SSE, STDIO, and STREAMABLEHTTP access protocols to deploy MCP。
purple
Free, open-source terminal SSH manager and SSH config editor in Rust for macOS and Linux that keeps ~/.ssh/config in sync with 18 cloud providers, monitors live SSH tunnels and manages Docker and Podman containers fleet-wide. Plus scp, Vault SSH certs and an MCP server for AI agents.
capa
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
MegaMemory
Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.
novamira
MCP server that gives AI agents full access to WordPress through PHP execution and filesystem operations
passage-of-time-mcp
🤖🕰️ An MCP server that gives language models temporal awareness and time calculation abilities. Teaching AI the significance of the passage of time through collaborative tool development.
mcp-server-elasticsearch
No description provided.
MCP-Nest
A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.
mcp-google-ads
An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campaign information, performance metrics, keyword analytics, and ad management—all through simple chat with Claude, Cursor or Windsurf.
android-remote-control-mcp
An MCP Server for Android running on the phone, optmized for token usage, supports also files downloads and cloudflare and ngrok automated tunnelling.
maverick-mcp
Stock market MCP server for Yahoo Finance data, technical analysis, portfolio tracking, and Python backtesting. Runs locally with no API key for core tools.
metaharness
🛠️ The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loop, and witness-signed releases. Works with Claude Code, Codex, pi.dev, Hermes, OpenClaw, and RVM (hardware-isolated sandbox).
obsidian-mcp-server
Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.
mcp-filesystem-server
Go server implementing Model Context Protocol (MCP) for filesystem operations.
travel-hacking-toolkit
AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in skills and MCP servers for Claude, Codex, and OpenCode.
polymarket-mcp-server
🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction markets with 45 tools, real-time monitoring, and enterprise-grade safety features
buoy
Devtools that live in your React Native app. And answer to your agent. 25+ tools · desktop dashboard · MCP server for AI agents
swarmclaw
Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegation, and 23+ LLM providers (Claude, GPT, Gemini, OpenRouter, Ollama). A practical Claude Code and LangChain alternative.
aseprite-mcp
MCP server for interacting with the Aseprite API
sandbase-harness
Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.
mcp-mem0
MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python!
mcp-handler
Easily spin up an MCP Server on Next.js, Nuxt, Svelte, and more
Deuz-SDK
TypeScript AI SDK and agent framework with zero dependencies. Build production AI agents and multi-agent swarms: durable execution, long-term memory, hybrid RAG, MCP client/server, A2A, human-in-the-loop approvals, CodeAct sandboxes, realtime voice. One streaming API, 29 providers: Claude, GPT, Gemini, Grok, DeepSeek, Ollama. Node, Bun, Deno, edge.
Adobe_Premiere_Pro_MCP
Adobe Premiere Pro MCP. Tools for AI-driven video editing via MCP, for Codex, Claude, and other MCP clients.
wcgw
Shell and coding agent on mcp clients
mcp-client-cli
A simple CLI to run LLM prompt and implement MCP client.
apktool-mcp-server
A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites)
google-docs-mcp
The Ultimate Google Docs, Sheets, Drive, Gmail, & Google Calendar MCP Server. This MCP (primarily for use in Claude Desktop) gains full access to your google suite and lets claude do its thing.
claude-talk-to-figma-mcp
A Model Context Protocol (MCP) that allows Claude Desktop and other AI tools (Claude Code, Cursor, Antigravity, etc.) to read, analyze, and modify Figma designs
clihub
Turn any MCP server into CLI
sonarqube-mcp-server
Official SonarQube MCP Server for code quality and security in AI agents
innoshop
InnoShop is an AI-powered open source e-commerce system built on Laravel 13. It supports multiple AI models and native MCP (Model Context Protocol) for intelligent automation, with multi-language and multi-currency out of the box. Modular architecture and flexible plugin/theme system make it highly adaptable to diverse business needs.
tokensave
The most comprehensive code intelligence MCP server for AI coding agents. 40+ tools, 30+ languages, 9 agent integrations. Pre-indexed semantic knowledge graphs for instant code understanding — fewer tokens, fewer tool calls, 100% local.
rustunnel
Self-hosted, secure tunnel server in Rust. Expose local HTTP/HTTPS/TCP/UDP services to the public internet via TLS-encrypted WebSocket. Open-source, pay-as-you-go managed option, MCP server for AI agents.
FLUJO
Multi-Agent + Automation Harness: Graph-based Workflows, MCP, Self-Improving Agents. NextJs+React
agent-kit
Give Claude/Cursor email powers. 27 MCP tools — inbox, send, reply, contacts, search. Free, no signup.
UnrealGenAISupport
Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. OpenAI GPT-5, Deepseek R1, Claude Opus/Sonnet, Gemini 3, Grok 4, Alibaba Qwen, Kimi, ElevenLabs TTS, Inworld, OpenRouter, Groq, GLM, Ollama, Local, Meshy, Tripo, Hunyuan3D, Rodin, fal, Dashscope, Seedream. NPC AI, agentic, chat, 3D gen, TTS, multimodal, image gen. UnrealMCP/UnrealClaude
borsa-mcp
MCP Server for Turkish & American Stock Exchange and Fund Data
biomcp
BioMCP: Biomedical Model Context Protocol
easyeda-agent
嘉立创EDA专业版(EasyEDA Pro)自动化：给 AI harness 装上画板的「手」—— 一套 typed 原理图/PCB 动作，CLI / Agent Skill / stdio MCP 三形态融合接入。承接嘉立创「不以卖板赚钱，以培养中国工程师为己任」 | EasyEDA Pro automation: the hands of your AI harness — typed schematic/PCB actions via CLI, Agent Skill and stdio MCP.
mcp-server-neon
MCP server for interacting with Neon Management API and databases
manim-mcp-server
No description provided.
agentic-ai-apis
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.
sqz
Context compression for AI coding agents: compresses tool output before it enters the model, dedups repeats to 13-token refs. Claude Code, Cursor, Codex, Kiro, Zed, any MCP client. Rust, zero LLM calls.
sigmap
~97% token reduction for AI coding sessions — zero deps, 38 languages, MCP server
codex-mcp-server
MCP server wrapper for OpenAI Codex CLI that enables Claude Code to leverage Codex's AI capabilities directly.
enrichmcp
EnrichMCP is a python framework for building data driven MCP servers
ai.smithery/hustcc-mcp-mermaid
Generate dynamic Mermaid diagrams and charts with AI assistance. Customize styles and export diagr…
Overture
Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the execution plan of any AI coding agent as an interactive flowchart/graph before the agent begins writing code.
openapi-mcp-generator
A tool that converts OpenAPI specifications to MCP server
home-assistant-vibecode-agent
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
mcp-redis
The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently
cloud-run-mcp
MCP server to deploy apps to Cloud Run
apple-doc-mcp
MCP server providing seamless access to Apple Developer Documentation with smart search and wildcard support
photoshop-mcp
MCP for Adobe Photoshop. 118 tools. Control from Cursor, Claude or custom LLMs.
haiku.rag
Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server
mem-agent-mcp
mem-agent mcp server
mcp-link
Convert Any OpenAPI V3 API to MCP Server
openanalytics
Open-source, privacy-first and cookieless web analytics with revenue attribution and an MCP server.
godot-mcp-pro
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.
google-search
A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.
skill-creator
Turn any MCP server, OpenAPI spec, or GraphQL endpoint into a CLI at runtime.
life-sciences
Repo for the Claude Code Marketplace to use with the Claude for Life Sciences Launch. This will continue to host the marketplace.json long-term, but not the actual MCP servers.
mda
MDA Open Spec — a Markdown superset for agent-facing documents. One .mda source compiles to drop-in SKILL.md, AGENTS.md, MCP-SERVER.md, and CLAUDE.md. JSON Schema validated, with typed dependency graph, footnote relationships, and Sigstore-anchored signatures. For agentskills.io and AAIF runtimes.
things-mcp
Things.app MCP Server
cti-expert
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.
coolify-mcp
MCP server for Coolify — 42 optimized tools for managing self-hosted PaaS through AI assistants
dbt-mcp
A MCP (Model Context Protocol) server for interacting with dbt.
line-harness-oss
L Harness — self-hosted LINE Official Account CRM: step messaging, broadcasts, forms and reservations, with MCP and TypeScript SDK. By Shudesu (野田修一).
mcp-server-youtube-transcript
This is an MCP server that allows you to directly download transcripts of YouTube videos.
chroma-mcp
A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma
CAD-MCP
CAD MCP Server
mcp-pointer
MCP tool: let you point at DOM elements for your favorite agentic coding tool. Let AI see what you see.
XActions
⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/GPT), CLI, browser scripts. No API fees. Open source. Unfollow people who don't follow back. Monitor real-time analytics. Auto follow, like, comment, scrape, without API. Follow Bot. Like bot. Grow your account automatically.
claw-orchestrator
Run Claude Code, Codex, Antigravity, Grok Build and OpenCode behind one runtime, and a run only counts as done when checks it didn't write pass. Cross-engine fan-out, councils, session handoff, spend caps, MCP server, ACP agent.
mcp-for-argocd
An implementation of Model Context Protocol (MCP) server for Argo CD.
mcp-sequentialthinking-tools
🧠 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.
ProxmoxMCP-Plus
Use MCP and OpenAPI to safely control Proxmox VE VMs, LXCs, backups, and snapshots from LLMs and AI agents.
agent-opfor
Open-source adversary emulation for AI agents and MCP servers.
mcp-pandoc
MCP server for document format conversion using pandoc.
youtube-mcp-server
MCP Server for YouTube API, enabling video management, Shorts creation, and advanced analytics
multimodal-agents-course
An MCP Multimodal AI Agent with eyes and ears!
vite-plugin-vue-mcp
Vite plugin that enables a MCP server helping models to understand your Vue app better.
touchdesigner-mcp
MCP server for TouchDesigner
mcp-server-weread
微信读书MCP
resend-mcp
The official MCP server to send emails and interact with Resend
homeassistant-mcp
A MCP server for Home Assistant
apple-health-mcp
Local-first Apple Health MCP server. Lets AI assistants answer questions about your sleep, workouts, activity and heart data from a local export.
rails-mcp-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.
seo
The only SEO skill your agent needs. 70+ SEO audit tools through a local CLI and MCP server, using your own crawl, Search Console, and GA4 data.
docsagent
⚡ DocsAgent — give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes supported now, local docs on the road). Native C++ search core: BM25 + passage ranking in ~15 ms. MCP server for Claude, Cursor, Cline & any MCP client.
iterm-mcp
A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance
devopness
Devopness: AI DevOps on your cloud. Deploy apps, infra and CI/CD. Any cloud and any stack, one MCP. Deterministic API, opinionated and fully configurable. No cloud credentials in AI chats. Free plan.
enferno
Lean Flask framework built for coding agents: Vue 3 + Vuetify with no build step, production-ready auth (2FA, passkeys, OAuth), AGENTS.md, an agent skill and a read-only MCP server. No webpack, no node_modules, just Python.
desktop
Agentify Desktop lets Codex/Claude/OpenCode control your logged-in ChatGPT, Claude, AiStudio, Gemini, Grok, Perplexity web sessions via MCP, parallel hidden/visible tabs, file upload + image download
DebugMCP
Gift your VS Code agent a real debugger: breakpoints, stepping, inspection.
tunnel-client
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.
autocad-mcp
MCP server for AutoCAD LT v3.1: freehand AutoLISP execution, 8 consolidated tools, File IPC + ezdxf backends, focus-free dispatch, undo/redo, P&ID symbols, and robust IPC with ESC prefix and UTF-8 fallback. Companion agent skill: puran-water/autocad-drafting
mcp-shield
Security scanner for MCP servers
claude-code-mastery
The complete guide to Claude Code: CLAUDE.md, hooks, skills, MCP servers, and commands
tda
TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or use it as MCP Server.
envkit-releases
EnvKit — free local development environment for Windows & macOS: nginx/Apache, multiple PHP versions, MySQL/MariaDB, PostgreSQL, Redis, MongoDB, Mailpit, Node.js, trusted .test HTTPS, and a built-in MCP server for AI-assistant control. A Laragon/XAMPP/Herd alternative.
mcp-server-airbnb
Search Airbnb using your AI Agent
mcp-youtube
A Model-Context Protocol Server for YouTube
n8n-workflow-builder
AI assistant integration for n8n workflow automation through Model Context Protocol (MCP). Connect Claude Desktop, ChatGPT, and other AI assistants to n8n for natural language workflow management.
gateway
Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.
token-optimizer-mcp
Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.
mcp-server
MCP server for AI agents that need a phone number: order a private number in 200+ countries, read the SMS verification code, hand it back. The widest country coverage in the category, and you can check it with one API call.
mcp-server-data-exploration
No description provided.
open-multi-agent-canvas
The open-source multi-agent chat interface that lets you manage multiple agents in one dynamic conversation and add MCP servers for deep research
pgmcp
An MCP server to query any Postgres database in natural language.
seo-monster
SEOMonster: a local, user-credential-driven MCP server for SEO workflows over Google Search Console, GA4, PageSpeed Insights, and Cloudflare. Read-first, open source.
kagimcp
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
pg-mcp-server
No description provided.
discord-mcp
A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.
Interceptor
Browser automation and computer use for AI agents. One CLI and MCP server for your signed-in browser, native macOS apps, and real iPhones.
camoufox-reverse-mcp
🔧 反检测浏览器 MCP Server | 35 个 JS 逆向工具 + C++ 引擎层 JSVMP 指纹追踪
mcp-security
No description provided.
anytype-mcp
An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, and more through natural language.
concierge
🚀 Universal SDK for building next-gen MCP servers
CoexistAI
CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, and mapping tools—all with simple MCP tool calls or API calls or Python functions.
mcp-server-motherduck
Local MCP server for DuckDB and MotherDuck
kicad-mcp
Model Context Protocol server for KiCad on Mac, Windows, and Linux
opentakeoff
Open-source (AGPL-3.0) PDF takeoff for construction & flooring — the first engine an AI agent drives natively over MCP, not bolted on. Rooms measured on the wall faces, symbol sweeps, materials + quantities with full provenance, built for preconstruction. Runs entirely in your browser.
x64dbg-mcp
MCP server plugin for x64dbg debugger - enables AI agents and external tools to control debugging via JSON-RPC 2.0 over HTTP/SSE
mcp-hub
A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring
PerformanceMonitor
Free, open-source SQL Server and Postgres performance monitoring. Collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS, Postgres, Aurora Postgres.
QuickDesk
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.
prometheus-mcp-server
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
roam-code
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.
agent
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
claude-debugs-for-you
Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension
devnors-data-mcp
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
Anki MCP Server
MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.
tossinvest-cli
공식 API에 없는 30+ 기능까지, 터미널과 AI에서 쓰세요. 토스증권 비공식 CLI·MCP.
mcp-server-bash-sdk
MCP server SDK/example implemented entirely in bash — build a Model Context Protocol server with no runtime dependency beyond a POSIX shell.
blockbench-mcp-plugin
Adds MCP server to Blockbench
STS2MCP
Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and the MCP server for the mod.
sap-ai-mcp-servers
A complete list of SAP MCP Servers and SAP AI Skills
designing-real-world-ai-agents-workshop
Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research Agent + Writing Workflow served as MCP servers. Includes code, slides, and video
hevy-mcp
Manage your Hevy workouts, routines, folders, and exercise templates. Create and update sessions faster, organize plans, and search exercises to build workouts quickly. Stay synced with changes so your training log is always up to date.
mcp-bench
MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers
octocode
Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.
claude-ai-mcp
Report issues related to MCP integration with Claude here.
blitzstrike
Blitz Strike — a universal MCP security-audit toolbelt. Reconnaissance at speed. Analysis in depth. Validation before report.
gemini-cli-desktop
Web/desktop UI for Gemini CLI/Qwen Code. Manage projects, switch between tools, search across past conversations, and manage MCP servers, all from one multilingual interface, locally or remotely.
web-agent-protocol
🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support
freee-mcp
Model Context Protocol (MCP) server for freee API integration
copilot-mcp
A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code, and Codex CLI.
docker-mcp
A docker MCP Server (modelcontextprotocol)
mcp-ssh-manager
MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring
lunar
lunar.dev: Agent native MCP Gateway for governance and security
vibe-check-mcp-server
Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks
caura
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.
strava-mcp
A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs
unity-mcp-server
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Editor & Unity Hub. Scene management, GameObjects, components, builds, profiling, Shader Graph, Amplify, terrain, physics, NavMesh, animation, MPPM multiplayer & more. Free & open source by AnkleBreaker Studio.
iam-policy-autopilot
IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM policies that you can refine as your application evolves. This tool is available as a command-line utility and MCP server for use within AI coding assistants for quickly building IAM policies.
memtrace-public
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.
mcp-remote-macos-use
The only general AI agent that does NOT requires extra API key, giving you full control on your local and remote MacOs from Claude Desktop App
mcp-youtube-transcript
MCP server retrieving transcripts of YouTube videos
mcp-gsuite
MCP Server to interact with Google Gsuite prodcuts
Drissionpage-MCP-Server
DrissionPage MCP Server · Browser automation for Claude Code, Codex, and MCP clients
pullmd
Self-hosted URL- and file-to-Markdown service for humans and AI agents - web pages, documents, images, audio, YouTube. PWA + REST + MCP + Claude Code skill, Reddit-aware, refreshable share links.
mingyu
八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式玄学算命占卜工具包，输出结构化提示词与数据。提供公开 API、MCP Server 与 skill。
puppeteer-mcp-server
This MCP server provides browser automation capabilities through Puppeteer, allowing interaction with both new browser instances and existing Chrome windows.
marionette_mcp
MCP server enabling AI agents to interact with Flutter apps at runtime - let them inspect widgets, simulate taps, enter text, scroll, and take screenshots.
mcp
MCP Server for interacting with Salesforce instances
facebook-marketplace-mcp
MCP server for searching Facebook Marketplace via Chrome session cookies
firefox-devtools-mcp
Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through WebDriver BiDi
godot-mcp
MCP server for full Godot 4.x engine control: 157 tools for AI-driven game development (GDScript and C#/.NET). Tested with Godot 4.7.
director
MCP Playbooks for AI agents
concord-mcp
Live messaging for coding agents
spotify-mcp-server
Lightweight MCP server for Spotify
atlas-mcp-server
A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research.
darknet-mcp-server
66-tool MCP server for dark web intelligence — breach data, ransomware tracking, Tor .onion access, malware analysis, blockchain intel, exploit search, stealer logs
laravel
An SDK building Laravel MCP servers
stitch
The Stitch extension for Gemini CLI enables you to interact with the Stitch MCP server using natural language commands.
open-second-brain
Local-first 🧠 memory for Hermes Agent that lives in your Obsidian vault and remembers project context. Nightly 😴 dream passes turn repeat corrections into confirmed preferences with measurable confidence. Adapters ship for Claude Code, Codex, and OpenClaw, with an MCP server for anything else.
tidewave_rails
MCP server with runtime-level tools for Rails development
agent-trade-kit
OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.
kmcp
CLI tool and Kubernetes Controller for building, testing and deploying MCP servers
mcp-google-map
18 Google Maps tools and 3 Agent Skills for place search, routes, travel planning, and local SEO—via MCP or standalone CLI.
notebooklm-skill
NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Creation → Publishing. Claude Code Skill + MCP Server.
obsidian-mcp-plugin
High-performance Model Context Protocol (MCP) server for Obsidian that provides AI tools with direct vault access through semantic operations and HTTP transport.
applescript-mcp
MCP server that execute applescript giving you full control of your Mac
db-mcp-server
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
solon-ai
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java26. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, and other frameworks.
HarnessKit
More than a skill manager — manage skills, MCP servers, plugins, hooks, CLIs, configs, memory & rules across every AI coding agent. 🌟 Star if you like it!
jarvis-assistant-vocal
Assistant vocal local en francais : Claude ou Ollama (offline), domotique Hue, OBS, agenda, navigateur, appels Twilio, serveur MCP. Python.
mcp
Repository containing MCP (Model Context Protocol) servers that provides a suite of tools for managing and interacting with Oracle products.
IDA-instances-MCP
Custom build of ida-pro-mcp - stability-hardened MCP server for hosting headless IDA Pro instances
GrokSearch-rs
Rust MCP server for Grok web search and Tavily-backed source retrieval
doctor
Doctor is a tool for discovering, crawl, and indexing web sites to be exposed as an MCP server for LLM agents.
airtable-mcp-server
🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases
ARL-Next
现代化资产测绘与漏洞监控平台 (ARL-Next)。经典 ARL 架构重构，聚焦企业资产关联、异步解耦并发调度与原生 MCP 协议集成，容器化开箱部署。
private-journal-mcp
A lightweight MCP server that provides Claude with a private journaling capability to process feelings and thoughts
Redbook-Search-Comment-MCP2.0
这是一款基于 Playwright 开发的小红书自动搜索和评论工具，作为 MCP Server，可通过特定配置接入 MCP Client（如Claude for Desktop），帮助用户自动完成登录小红书、搜索关键词、获取笔记内容及发布AI生成评论等操作。
binary_ninja_mcp
A Binary Ninja plugin containing an MCP server that enables seamless integration with your favorite LLM/MCP client.
speakeasy
Build APIs your users love ❤️ with Speakeasy. ✨ Polished and type-safe SDKs. 🌐 Terraform providers, MCP servers, CLIs and Contract Tests for your API. OpenAPI native.
ida-multi-mcp
Multi-instance IDA Pro MCP server — analyze multiple binaries simultaneously through a single MCP endpoint.
AgentHound
Offensive security framework for AI agent infrastructure - recon, credential looting, model exfiltration, poisoning, and attack-path analysis across MCP, A2A, gateways, and AI services. BloodHound for the agentic stack.
plinth
Plinth is an AI-native engineering toolkit for modern Java enterprise SDLC, built around reusable Commands, Agents, Skills, and MCP Servers.
frida-mcp
MCP stdio server for frida
mcp
Baidu Map MCP Server
scrumboy
Self-hosted project management • Customizable boards • Cross-project workload and flow analytics • Calendar/Agenda • Sticky-note wall • Imports/Backups • Email notifications • MCP/Agent automation
mcp-server-trello
A Model Context Protocol (MCP) server that provides tools for interacting with Trello boards.
Agenvoy
Self-hosted 24/7 personal AI agent that runs on your own machine — memory, schedules, tools and credentials stay local. Single Go binary with MCP.
mcp-teams-server
An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members.
outlook-mcp
MCP server for Claude to access Outlook data via Microsoft Graph API
meta-ads-analyzer
Meta Ads Analyzer skill + MCP server for Claude Code. Breakdown Effect, Learning Phase, and expert-level campaign diagnosis.
minthcm
Open-source HCM system for managing HR processes with AI agents. Full data ownership, MCP/A2A-native, no vendor lock-in.
oracle3-prediction-market-agent
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.
mcp-server-spec-driven-development
Spec-Driven Development MCP Server, not just Vibe Coding
atomicmemory
Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugins.
bazi-mcp
MCP server for Bazi (八字) information
UE5-MCP
MCP for Unreal Engine 5
godot-mcp
MCP Server and Godot Plugin for AI-assisted game development
zapier-mcp
Official plugin distribution for the hosted Zapier MCP server. Install it in your AI client and connect to thousands of apps.
mcp-reddit
A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content.
agent-skills-hub
Discover and compare open-source Agent Skills, tools & MCP servers — with quality scoring, trending analysis, and automated GitHub sync
code-context-engine
Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.
xiaozhi-esp32-server-golang
golang版本的小智后端服务，支持websocket和mqtt+udp协议，支持声纹识别/声音克隆/知识库/mcp远程调用/主动音频下发/openclaw等功能
mcp
Enable AI agents to work reliably - giving them secure access to structured data, tools to take action, and the context needed to make smart decisions.
mcpadapt
Unlock 650+ MCP servers tools in your favorite agentic framework.
classifier-dev
Zero-shot text classification over plain HTTP — no API key, no account. One Cloudflare Worker, a CLI, and an MCP server. https://classifier.dev
quickbooks-online-mcp-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.
mcp-odoo
Odoo MCP for AI agents — gated writes, multi-instance. Hosted product: https://erpipe.com
marm-memory
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-alchemy
A MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, Oracle, and MS-SQL.
ue-mcp
Complete Unreal Engine development toolkit exposed as MCP tools.
one-mcp
A centralized reverse-proxy platform for MCP servers — manage, group, and export as Skills from a single endpoint.
monarch-mcp-server
MCP Server for use with Monarch Money
geo-score
Can AI engines cite your site, and do they? Free 0–100 readiness score on an open GEO rubric, plus ask and weekly citation tracking via OpenAI, Perplexity, Gemini, Anthropic and OpenRouter with your own keys. Zero dependencies; CLI, GitHub Action and MCP server.
Google-Scholar-MCP-Server
A MCP Server for Google Scholar: 🔍 Enable AI assistants to search and access Google Scholar papers through a simple MCP interface.
mcp-local-rag
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
automation-mcp
Control your Mac with detailed mouse, keyboard, screen, and window management capabilities.
mcp
A collection of Model Context Protocol (MCP) servers, clients and developer tools by IBM.
f2c-mcp
F2C MCP Server
ledgerforge
The ledger for AI-native money movement. An open-source double-entry ledger for wallets, payouts, marketplaces and billing, with exact integer money, a verifiable audit chain, server-enforced spending limits and approvals for AI agents, and an MCP server. Apache 2.0.
mcp-server-12306
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。
mcp-graphql
Model Context Protocol server for GraphQL
comfyui-mcp-server
lightweight Python-based MCP (Model Context Protocol) server for local ComfyUI
twitter-mcp
A Model Context Protocol server allows to interact with Twitter, enabling posting tweets and searching Twitter.
network-sketcher
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.
claude-skills-mcp
MCP server for searching and retrieving Scientific Agent Skills using vector search
clawdcursor
Local MCP server that gives any AI agent safe desktop control on Windows, macOS and Linux. Reads the screen as text and structure (accessibility + OCR) and acts by element name, with screenshots as the last resort. Multi-monitor aware, verifies every action, one safety gate.
mcp-server-odoo
Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools for data retrieval and manipulation.
mcp-code-graph
MCP Server for code graph analysis and visualization by CodeGPT
Context-Engine
Context-Engine MCP - Agentic Context Compression Suite
skillz
An MCP server for loading skills (shim for non-claude clients).
bagel
Query robotics, drone, and IoT data in plain English through an MCP server, with an intelligent edge data reduction pipeline that keeps only the data that matters.
nanobanana-mcp-server
AI image generation MCP server powered by Google Gemini, with smart model selection and 4K output
pageindex-mcp
MCP server for PageIndex. PageIndex is a vectorless reasoning-based RAG system which uses multi-step reasoning and tree search to retrieve information like a human expert would.
kindly-web-search-mcp-server
Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini, etc.) and AI agents (Claude Desktop, OpenClaw, Hermes, etc.). Supports Serper, Tavily, and SearXNG.
MARS
REST framework for Delphi: JAX-RS style resources and routes, servers and clients, JWT, OpenAPI 3, FireDAC and Devart UniDAC/MyDAC/IBDAC, SSE, MCP servers for AI agents. Windows, Linux, Docker.
AgenticX
AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical memory, avatar & group chat, skill ecosystem, safety sandbox, and IM gateway (Feishu/WeChat).
mcp_massive
An MCP server for Massive.com Financial Market Data
mcp-gateway
A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.
Gearsystem
Sega Master System / Game Gear / SG-1000 emulator and debugger with embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
mssql_mcp_server
A Model Context Protocol (MCP) server for Microsoft SQL Server that enables secure database interactions through a controlled interface. Allows AI assistants to safely list tables, read data, and execute SQL queries while maintaining security and structure.
ebook-mcp
A MCP server that supports mainstream eBook formats including EPUB, PDF and more. Simplify your eBook user experience with LLM.
ableton-live-mcp-server
MCP Server implementation for Ableton Live OSC control
applescript-mcp
A macOS AppleScript MCP server
mcp-server-azure-devops
An MCP server for Azure DevOps
blockrun-mcp
Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x402 micropayments.
todoist-mcp-server
MCP server for Todoist integration enabling natural language task management with Claude
mcp-aktools
📈 提供股票、加密货币的数据查询和分析功能MCP服务器
vscode-mcp-server
MCP server to expose VS Code editing features to an LLM for AI coding
mcpproxy-go
Supercharge AI Agents, Safely
mcp-server-solidworks
This MCP server integrates with SolidWorks API and structuring it into Claude-compatible context streams.
mcp_flutter
MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - via closed feedback loop (visual & semantic snapshot) and high client side customization adaptable for any Flutter app. Nowadays it is often called as agentic harness.
flutter-skill
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.
mcp-hfspace
MCP Server to Use HuggingFace spaces, easy configuration and Claude Desktop mode.
mcp-database-server
MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlServer and Posgresql Databases
xcode-mcp-server
MCP Server implementation for Xcode integration
computer-use-mcp
💻 Give AI models complete control of your computer (probably a bad idea)
nextcloud-mcp-server
Nextcloud MCP Server
cross-code-organizer
Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config dashboard for Claude Code, Codex CLI, MCP servers, skills, memories, agents, sessions, security scanning, context budget, and backups.
EDDI
Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.
claude-code-tool-manager
GUI app to manage MCP servers for Claude Code
mcp-k8s-go
MCP server connecting to Kubernetes
django-mcp-server
Django MCP Server is a Django extensions to easily enable AI Agents to interact with Django Apps through the Model Context Protocol it works equally well on WSGI and ASGI
BloodHound-MCP-AI
BloodHound-MCP-AI is integration that connects BloodHound with AI through Model Context Protocol, allowing security professionals to analyze Active Directory attack paths using natural language instead of complex Cypher queries.
azan-mcp
Azan + Prayer Time + MCP + AI Agents + Islamic + Salah + A lightweight MCP library to calculate prayer times and trigger Azan with a single tool call. If you’re building an AI agent or prayer application, there’s no need to deal with astronomical calculations, timezones, or edge cases again.
run-model-context-protocol-servers-with-aws-lambda
Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions
graphlit-mcp-server
Model Context Protocol (MCP) Server for Graphlit Platform
evm-mcp-server
MCP server that provides LLMs with tools for interacting with EVM networks
agentseal
Security toolkit for AI agents. Scan your machine for dangerous skills and MCP configs, monitor for supply chain attacks, test prompt injection resistance, and audit live MCP servers for tool poisoning.
claude-in-mobile
MCP server for mobile and desktop automation — Android (via ADB), iOS Simulator (via simctl), and Desktop (Compose Multiplatform). Like Claude in Chrome but for mobile devices and desktop apps
MCPSharp
MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) servers and clients - the standardized API protocol used by AI assistants and models.
thunderbird-mcp
MCP server for Thunderbird - enables AI assistants to access email, contacts, and calendars
copilot-plugins
The official GitHub Copilot plugins collection — MCP servers, skills, hooks, and other extensibility tools for GitHub Copilot.
xero-mcp-server
An MCP server that integrates with the MCP protocol. https://modelcontextprotocol.io/introduction
mcp-servers-for-revit
🔥💧🤖 Sparx fork of the mcp-servers-for-revit/revit-mcp project
api
Official Python SDK for the Vulners vulnerability-intelligence API — search CVEs, exploits and advisories (CVSS/EPSS/KEV), audit software, Linux/Windows hosts and SBOMs, and stream the whole graph. Typed sync + async clients, 100% v3-compatible, with a built-in MCP server for AI agents.
erickwendel-contributions-mcp
A Model Context Protocol (MCP) server that provides tools to query Erick Wendel's contributions across different platforms
tfmcp
🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform configurations, analyzing plans, applying configurations, and managing state with Claude Desktop integration. ⚡️
intervals-mcp-server
Model Context Protocol (MCP) server for connecting Claude and ChatGPT with the Intervals.icu API.
gptr-mcp
MCP server for enabling LLM applications to perform deep research via the MCP protocol
AgentRecall-X
Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.
AI-company
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.
sec-edgar-mcp
A SEC EDGAR MCP (Model Context Protocol) Server
boltmcp
No description provided.
premiere-pro-mcp
Adobe Premiere Pro MCP — independent, local-first server for supported workflows. Connect Claude, Codex, or Cursor through a local CEP bridge.
Anemoi
Anemoi: A Semi-Centralized Multi-agent Systems Based on Agent-to-Agent Communication MCP server from Coral Protocol
hookdeck-cli
CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and query Event Gateway resources (sources, connections, destinations, events), run the MCP server for AI agents. Free for dev.
facebook-ads-mcp-server
No description provided.
yahoo-finance-mcp
This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance. It allows you to retrieve detailed information about stocks, including historical prices, company information, financial statements, options data, and market news.
mcp-proxy-for-aws
AWS MCP Proxy Server
mcpsnoop
Wireshark for MCP. A transparent proxy between your AI client and MCP server. Watch every call live in your terminal, fail CI on what it finds, export OpenTelemetry spans.
mcp-server
Mapbox Model Context Protocol (MCP) server
AdStrike
AI-powered modular Active Directory red-team framework for authorized penetration testing, AD enumeration, attack-path analysis, Kerberos/ADCS workflows, reporting, operator automation, and MCP server integration.
BugTraceAI
Open-source, self-hosted web pentesting suite with agentic scanning, analyst tools, API testing, model checkpoints and MCP integrations.
renderdoc-mcp
An MCP server for RenderDoc: Empowering AI assistants to analyze GPU frame captures and debug graphics pipelines.
mcp-email-server
Full-featured, multi-account MCP email server for Windows, macOS, and Linux—read, search, organize, and send email via IMAP and SMTP.
h1-brain
MCP server that connects AI assistants to HackerOne for bug bounty hunting
mcp-server-macos-use
AI agent that controls computer with OS-level tools, MCP compatible, works with any model
mcp-omnisearch
🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi, Exa), AI tools (Kagi FastGPT, Exa, Linkup), and content extraction services (Firecrawl, Tavily, Kagi). Includes GitHub search. All through a single interface.
MemoryMesh
A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models.
tilth
Smart code reading for humans and AI agents. Definitions, callers, dependencies and function-level diffs from tree-sitter. One binary, no index. MCP server + CLI. Install: cargo install tilth or npx tilth
deepseek-mcp-server
Model Context Protocol server for DeepSeek's advanced language models
doris-mcp-server
Apache Doris MCP Server
mcp-server-apple-shortcuts
No description provided.
tableau-mcp
Tableau's official MCP Server. Helping agents see and understand data.
interactive-mcp
Vibe coding should have human in the loop! interactive-mcp: Local, cross-platform MCP server for interact with your AI Agent
ClaudeR
Connect RStudio to Claude Code, Codex, Gemini, and other LLM agents via MCP. Multi-agent orchestration, automated manuscript auditing, and zero-config setup with uvx
devtools-debugger-mcp
An MCP server exposing full Chrome DevTools Protocol debugging: breakpoints, step/run, call stacks, eval, and source maps.
zenith
Zenith: a continuous-improvement harness for long-running agent tasks. Turns Claude Code, Codex, or Hermes into a multi-agent mission orchestrator via MCP/ACP.
telegram-mcp
Telegram MCP for managing dialogs, messages, drafts, read statuses, and more.
ddddocr
ddddocr rust 版本，ocr_api_server rust 版本，二进制版本，验证码识别，不依赖 opencv 库，跨平台运行，AI MCP 支持，a simple OCR API server, very easy to deploy。
stock-screener
CANSLIM & Minervini stock screener for 12 markets (US, China, HK, Japan, India, Korea, Taiwan & more). 80+ filters, StockBee-style breadth, group rankings, theme discovery and an AI research chatbot. Free daily static site + MCP server.
codemogger
Codemogger is a code indexing library and MCP server for AI coding agents
linear-mcp-server
A server that integrates Linear's project management system with the Model Context Protocol (MCP) to allow LLMs to interact with Linear.
hass-mcp
Control and query Home Assistant from Claude and other LLMs — a Model Context Protocol (MCP) server.
data-go-mcp-servers
Korea public data portal (data.go.kr) API MCP servers
mcp-documentation-server
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search • File uploads • Smart chunking • Multilingual support • Zero-setup 🎯 Perfect for: New frameworks • API docs • Internal guides
mcp-logseq
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph.
plane-mcp-server
Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥
mcp-server-code-execution-mode
An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP tool definitions context bloat.
mcsmcp
Lab for creating an MCP Server and using it in Microsoft Copilot Studio.
daiso-mcp
설치·API 키 없이 바로 사용하는 공개 원격 MCP: https://mcp.aka.page · 다이소·편의점 재고, 주변 장소, 유가, 영화 조회. 에이전트 빠른 시작: https://mcp.aka.page/llms.txt
moling
MoLing is a computer-use and browser-use based MCP server. It is a locally deployed, dependency-free office AI assistant.
STS2-Agent
杀戮尖塔2的MOD，将杀戮尖塔2的游戏状态与操作暴露为本地 HTTP API 包装成 MCP Server，供支持 MCP 的AI客户端直接调用
StatsPAI
StatsPAI is the first Agent-native Python library for causal inference and applied econometrics — unified API, broad cross-method coverage, structured result objects, machine-readable schemas, Skills, an MCP server, and R/Stata parity validation.
funplay-cocos-mcp
The Most Advanced MCP Server for Cocos Creator Editor with `execute_javascript`, prompts/resources, screenshots, asset dependency validation, tool profiles, one-click client configuration, and editor automation.
lemmalog
A Datalog engine for LLM agent memory: stratified rules, provenance-tracked facts, incremental derivation, and an MCP server that lets your harness use it as a shared brain.
imagesorcery-mcp
An MCP server providing tools for image processing operations
fxhoudinimcp
The most comprehensive MCP server for SideFX Houdini.
UnityMCP
Drive the Unity Editor from an AI agent or the terminal. The Editor serves MCP itself over HTTP, so there is no second process to run, and the isuzu-unity-cli command needs no Node or .NET runtime.
mcp-servers-hub
Discover the most comprehensive and up-to-date collection of MCP servers in the market. This repository serves as a centralized hub, offering an extensive catalog of open-source and proprietary MCP servers, complete with features, documentation links, and contributors.
browser-control-mcp
MCP server paired with a browser extension that enables AI agents to control the user's browser.
mcp-ical
A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language.
mac_messages_mcp
An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.
MCPControl
MCP server for Windows OS automation
mcp-server-simulator-ios-idb
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators through natural language commands.
laravel-mcp-server
A Laravel package for implementing secure Model Context Protocol servers using Streamable HTTP and SSE transport, providing real-time communication and a scalable tool system for enterprise environments.
monolith
MCP plugin for Unreal Engine 5.7 & 5.8 — gives AI assistants full read/write access to Blueprints, Materials, Niagara, Animation, Mesh, AI, GAS, Logic Driver, ComboGraph, UI, Audio, plus Reflection Intelligence (decision / risk / C++ reflection / replication queries). 1,400+ actions across 25+ namespaces. Native C++, zero Python dependency.
tw-legal-rag
台灣法律 MCP 伺服器 + CLI（免費、免註冊、免 API key）：2,250 萬筆裁判書、行政函釋、憲法法庭裁判，附引用查核。Free Taiwan legal MCP server for Claude/ChatGPT/Codex — bring your own LLM, retrieval-only.
mcp-server
Volcengine MCP Servers
paws-on-mcp
A comprehensive Model Context Protocol (MCP) server implementing the latest specification.
code-sandbox-mcp
An MCP server to create secure code sandbox environment for executing code within Docker containers. This MCP server provides AI applications with a safe and isolated environment for running code while maintaining security through containerization.
nuphus-mcp
Desktop automation MCP server — computer use for any AI agent: control screen, windows, mouse/keyboard, and Chrome via Model Context Protocol (stdio). Not a DSH plugin — DSH users install dsh-nuphus-mcp.
openreality
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.
kite-mcp-server
Zerodha Kite MCP server
mcp-neovim-server
Control Neovim using Model Context Protocol (MCP) and the official neovim/node-client JavaScript library
Frappe_Assistant_Core
Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functionality to any compatible Language Model
Charles-mcp
Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and agent-friendly tool contracts
radare2-mcp
MCP stdio server for radare2
readwise-skills
Agent skills for your Readwise and Reader data, powered by the Readwise MCP server/CLI. Triage your inbox, quiz yourself on what you've read, build a personalized now-reading page, and more.
mcp-fiscal-brasil
Servidor MCP fiscal brasileiro: CNPJ, NF-e, NFS-e, CT-e, SPED, eSocial, Simples Nacional, Reforma 2026. 44 tools, zero-cadastro, tabelas offline. Python.
cryptocurrency.cv
Free crypto news API - real-time aggregator for Bitcoin, Ethereum, DeFi, Solana & altcoins. No API key required. RSS/Atom feeds, JSON REST API, historical archive with market context, embeddable widgets, ChatGPT plugin, Claude MCP server, SDKs (Python, TypeScript, Go, React, PHP). AI/LLM ready. Vibe coding friendly. Open source.
goofish-cli
闲鱼 CLI · 原生支持 MCP · 为 AI Agent 而生 | Goofish (Xianyu) automation CLI · MCP-ready · Built for AI Agents
mcp-server-tauri
A Model Context Protocol (MCP) server and plugin for Tauri v2 development
postman-mcp-server
Postman MCP Server — connect AI agents (Claude Code, Cursor, VS Code Copilot, Gemini CLI) to your Postman collections, OpenAPI specs, and environments via Model Context Protocol (MCP)
linux-mcp-server
Tools to allow LLM clients to interact with Linux systems remotely
rabbithole
An infinite canvas for learning — select text, ask, and answers branch out as documents. MCP server for Claude Code, Codex, and any agent.
workopia-mcp
Workopia MCP Server — free job search, resume builder & career advice for Claude, ChatGPT, Cursor.
mcpsvr
Discover Exceptional MCP Servers
mcp-git-ingest
A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.
apollo-mcp-server
Apollo MCP Server
facebook-ads-library-mcp
MCP Server for Facebook ADs Library - Get instant answers from FB's ad library
chrome-devtools-mcp
An MCP Server for Chrome DevTools, following the Chrome DevTools Protocol. Integrates with Claude Desktop and Claude Code.
elasticsearch-mcp-server
A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction.
obsidian-mcp
Obsidian MCP (Model Context Protocol) Server
tty-table
Cross-platform terminal table (Windows, Linux, macOS). Can also run in the browser console and provide. MCP server gives your coding agent with a quick way to add text-wrapped ASCII tables to your README or other files.
official-mcp-servers
A curated directory of 280+ official MCP servers from the companies behind the products. No unofficial forks, no abandoned projects.
agentao
Local-first, governed AI agent runtime for Python — embed it in your app, or run it as a CLI or ACP server. Permissions, MCP, memory and audit replay built in.
3dsmax-mcp
3ds Max MCP server
photoshop-python-api-mcp-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.
OverleafMCP
Model Context Protocol (MCP) server that lets AI assistants read Overleaf projects, parse LaTeX document structure, and push section-level edits back via Git. Compatible with Claude Desktop, Cursor, Windsurf, and any MCP client.
aider-mcp-server
Minimal MCP Server for Aider
mcprouter
api router for MCP Servers
mcp-servers-nix
A Nix-based configuration framework for Model Control Protocol (MCP) servers with ready-to-use packages.
perplexity-mcp
A Model Context Protocol (MCP) server that provides web search functionality using Perplexity AI's API.
llm-context.py
Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.
qanat
An MCP server that turns filings and prices into valuation indicators, and tests each one inside its own industry. Connect it to your agent and ask.
fennara-godot-ai
AI chat and agent tooling for Godot, with both MCP support and in-built native chat window.
domain-check
Fast, universal domain availability checker - 1,200+ TLDs, pattern generation, RDAP with WHOIS fallback. CLI + Rust library + MCP server for AI agents.
mcp-server-mas-sequential-thinking
An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.
mcp-claude-code
MCP implementation of Claude Code capabilities and more
hf-mcp-server
Hugging Face MCP Server
cdp-bridge-mcp
MCP server that bridges clients to a real browser through CDP and a companion extension.
tmux-mcp
A MCP server for our beloved terminal multiplexer tmux.
session-knowledge
Turn your Claude Code session history into a searchable local knowledge base — 13 MCP tools, pure stdlib, nothing leaves your machine