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MCP servers still being worked on

Pushed to in the last 30 days. Activity is not quality, but a server nobody has touched since the protocol changed is a different risk from one shipped last week.

3,170 of the 8,106 servers we have read match — the 300 most-starred are below. Stars are the only popularity signal we hold, and they measure attention rather than quality.

The servers that match

167 of 300 match no use-case rule and appear only under “any” · placed by stated rules over what a server reaches and what it says it does, never by a classifier

  • Model Context Protocol Servers

    github

    Needs GITHUB_PERSONAL_ACCESS_TOKEN

    LISTED · ★ 91477
  • Context7 Platform -- Up-to-date docs for AI agents

    No credential named

    LISTED · ★ 63575
  • an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

    No credential named

    LISTED · ★ 55524
  • Hindsight: Agent Memory That Learns

    hindsightopenai

    Needs HINDSIGHT_API_LLM_API_KEY · HINDSIGHT_DB_PASSWORD · OPENAI_API_KEY

    LISTED · ★ 53293
  • Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation.

    No credential named

    LISTED · ★ 32298
  • feder-cr/invisible_dots
    ↗

    Open-source, self-hosted alternative to OpenAI Dots, Grok Bot. Built to be undetectable by anti-bot systems.

    openai

    No credential named

    LISTED · ★ 32239
  • Scale computer-use 2.0 with open-source drivers, cross-OS sandboxes, and benchmarks for training, evaluation, and data generation.

    No credential named

    LISTED · ★ 30840
  • 📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.

    No credential named

    LISTED · ★ 29014
  • Mastra is the modern TypeScript framework for AI-powered applications and agents.

    No credential named

    LISTED · ★ 29003
  • 🚀 The fast, Pythonic way to build MCP servers and clients.

    No credential named

    LISTED · ★ 28214
  • A privacy-first app that strips AI watermarks from content you own.

    No credential named

    LISTED · ★ 24642
  • Automate browser based workflows with AI

    No credential named

    LISTED · ★ 23253
  • YC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth automating, and power your agents' context

    No credential named

    LISTED · ★ 22088
  • MCP Toolbox for Databases is an open source MCP server for databases.

    geminigoogle

    Needs GEMINI_API_KEY · GOOGLE_API_KEY

    LISTED · ★ 16732
  • The world's best AI personal assistant for email. Open source app to help you reach inbox zero fast.

    No credential named

    LISTED · ★ 12751
  • MCP Server for Ghidra

    No credential named

    LISTED · ★ 11478
  • The fastest and the most accurate file search SDK for AI agents, Neovim, Rust, C, Python, Bun and NodeJS

    No credential named

    LISTED · ★ 11174
  • Visual testing tool for MCP servers

    No credential named

    LISTED · ★ 11124
  • The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

    No credential named

    LISTED · ★ 10797
  • Instant is the best backend for AI-coded apps. You get auth, permissions, storage, presence, and streams — everything you need to ship apps your users will love.

    No credential named

    LISTED · ★ 10552
  • MCP Server for Computer Use in Windows

    windows

    Needs WINDOWS_MCP_AUTH_KEY

    LISTED · ★ 9956
  • Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)

    No credential named

    LISTED · ★ 9889
  • Open source MCP Servers for AWS

    No credential named

    LISTED · ★ 9809
  • The Open Source Firebase Alternative with GraphQL.

    firebase

    No credential named

    LISTED · ★ 9364
  • superplanehq/superplane
    ↗

    Open source factory for one-shot engineering

    No credential named

    LISTED · ★ 8186
  • Official Firecrawl MCP server, the context API for AI agents: search, scrape, and interact with the web, plus parse, crawl, map, Agent and Monitor, from any MCP client.

    firecrawl

    Needs FIRECRAWL_API_KEY

    LISTED · ★ 7698
  • A framework for building agentic apps

    No credential named

    LISTED · ★ 7493
  • Open source AI clip generator: turns long videos into viral 9:16 shorts with AI moment detection, face tracking, subtitles and dubbing. Self-host free with Docker (MIT), or use the cloud with GPU speed from $12/mo. MCP server and API for AI agents.

    llmopenshorts

    Needs LLM_API_KEY · OPENSHORTS_API_KEY

    LISTED · ★ 6972
  • A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

    No credential named

    LISTED · ★ 6511
  • Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

    No credential named

    LISTED · ★ 6262
  • oomol-lab/open-connector
    ↗

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

    No credential named

    LISTED · ★ 6067
  • 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.

    No credential named

    LISTED · ★ 5521
  • 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.

    geminiwigolo

    Needs GEMINI_API_KEY · WIGOLO_API_TOKEN · WIGOLO_GITHUB_TOKEN

    LISTED · ★ 5498
  • Transparent and Efficient Financial Analysis

    financial

    Needs FINANCIAL_MODELING_PREP_API_KEY · FINANCIAL_MODELING_PREP_KEY

    LISTED · ★ 5449
  • Open-source localization engineering tools. Connects to Lingo.dev localization engineering platform for consistent, quality translations.

    No credential named

    LISTED · ★ 5399
  • 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.

    No credential named

    LISTED · ★ 5399
  • Exa MCP for web search and web crawling!

    No credential named

    LISTED · ★ 5158
  • 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.

    No credential named

    LISTED · ★ 5139
  • Jitsu is an open-source Segment alternative. Fully-scriptable data ingestion engine for modern data teams. Set-up a real-time data pipeline in minutes, not days

    jitsu

    Needs JITSU_API_KEY

    LISTED · ★ 5113
  • MCP server for market analysis in AI assistants: screeners, multi-timeframe technical analysis, backtests and sentiment for crypto, stocks, forex and futures. 39 tools. Self-host free, or use the hosted version, TradingMCP.

    marketaux

    Needs MARKETAUX_API_TOKEN

    LISTED · ★ 5099
  • GOWA - WhatsApp REST API with support for UI, Multi Account, Webhooks, and MCP, and Chatwoot. Built with Golang for efficient memory use.

    No credential named

    LISTED · ★ 4944
  • 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.

    basicencjwtmcpgateway+1

    Needs AUTH_ENCRYPTION_SECRET · BASIC_AUTH_PASSWORD · ENC_SECRET · JWT_SECRET · JWT_SECRET_KEY · KEY_FILE_PASSWORD · MCPGATEWAY_BEARER_TOKEN · PLATFORM_ADMIN_PASSWORD

    LISTED · ★ 4677
  • An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.

    neo4j

    Needs NEO4J_PASSWORD

    LISTED · ★ 4360
  • AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN

    coherediscord

    Needs COHERE_API_KEY

    LISTED · ★ 4319
  • Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, PivotTables, slicers and formulas. No Excel required.

    excel

    Needs EXCEL_MCP_AUTH_TOKEN

    LISTED · ★ 4257
  • Open-source SEO, GEO, and marketing skills for AI agents.

    No credential named

    LISTED · ★ 4036
  • 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.

    No credential named

    LISTED · ★ 4033
  • 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.

    No credential named

    LISTED · ★ 3904
  • 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.

    No credential named

    LISTED · ★ 3758
  • Token conscious database MCP server for Postgres, MySQL, SQL Server, Oracle, MariaDB, SQLite.

    mysqlpostgressqlite

    No credential named

    LISTED · ★ 3702
  • MCP server for Grafana

    No credential named

    LISTED · ★ 3591
  • Semantic version control => entity-level diffs, blame, and impact analysis on top of git. 28 languages via tree-sitter. Built for coding agents.

    No credential named

    LISTED · ★ 3422
  • Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool

    gmailgooglegooglecalendar

    Needs GOOGLE_OAUTH_CLIENT_SECRET

    LISTED · ★ 3407
  • A TypeScript framework for building MCP servers.

    No credential named

    LISTED · ★ 3276
  • GH05TCREW/pentestagent
    ↗

    PentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows.

    anthropicopenai

    Needs ANTHROPIC_API_KEY · OPENAI_API_KEY

    LISTED · ★ 3209
  • Agent skills for Vue 3 development

    No credential named

    LISTED · ★ 3124
  • An agentic toolkit to control, debug, and profile iOS and Android apps. Made by Software Mansion.

    No credential named

    LISTED · ★ 3083
  • Open-source backend-as-a-service. Postgres, auth, storage, functions, AI gateway, MCP.

    postgres

    No credential named

    LISTED · ★ 3031
  • Plugin for JADX to integrate MCP server

    No credential named

    LISTED · ★ 2934
  • Run MCP stdio servers over HTTP streamable, SSE and SSE over stdio. AI gateway.

    filesupstream

    Needs FILES_KEY · MCP_API_KEY · UPSTREAM_TOKEN

    LISTED · ★ 2926
  • 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.

    No credential named

    LISTED · ★ 2905
  • MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.

    paper

    Needs PAPER_SEARCH_MCP_CORE_API_KEY · PAPER_SEARCH_MCP_IEEE_API_KEY · PAPER_SEARCH_MCP_SEMANTIC_SCHOLAR_API_KEY · PAPER_SEARCH_MCP_ZENODO_ACCESS_TOKEN

    LISTED · ★ 2887
  • A bridge between Streamable HTTP and stdio MCP transports

    github

    Needs API_ACCESS_TOKEN · GITHUB_PERSONAL_ACCESS_TOKEN

    LISTED · ★ 2805
  • 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.

    github

    No credential named

    LISTED · ★ 2796
  • iFurySt/open-computer-use
    ↗

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

    No credential named

    LISTED · ★ 2730
  • React data visualization library for streaming, networks, and AI-assisted development

    anthropic

    Needs ANTHROPIC_API_KEY

    LISTED · ★ 2716
  • A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

    Needs API_TOKEN

    LISTED · ★ 2685
  • Cross-device clipboard sync for macOS, Windows & Linux — end-to-end encrypted, LAN-only, no cloud. OCR, CLI and MCP server built in.

    No credential named

    LISTED · ★ 2652
  • The official MCP server implementation for the Perplexity API Platform

    perplexity

    Needs PERPLEXITY_API_KEY

    LISTED · ★ 2589
  • Self-hosted MCP gateway and control plane for connecting, controlling, and operating MCP servers.

    Needs ADMIN_PASSWORD

    LISTED · ★ 2580
  • 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.

    No credential named

    LISTED · ★ 2571
  • ⚡ 需求分析效率提升 200%!全球首个为 AI 编程时代设计的团队协作 MCP 服务器,自动分析需求自动编写前后端代码,下载切图

    No credential named

    LISTED · ★ 2510
  • 👾 Open Computer Use – Open-Source Alternative to Codex Computer Use

    No credential named

    LISTED · ★ 2451
  • Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.

    webclaw

    Needs WEBCLAW_API_KEY

    LISTED · ★ 2386
  • Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.

    No credential named

    LISTED · ★ 2274
  • Model Context Protocol (MCP) server for Kubernetes and OpenShift

    No credential named

    LISTED · ★ 2187
  • LetsFG/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.

    letsfg

    Needs LETSFG_API_KEY · LETSFG_BEARER_TOKEN

    LISTED · ★ 2182
  • MCP server for GitLab: 277 tools for projects, MRs, issues, pipelines, wikis and more via the GitLab REST/GraphQL API

    gitlabsse

    Needs GITLAB_PERSONAL_ACCESS_TOKEN · SSE_AUTH_TOKEN

    LISTED · ★ 2064
  • A search-first, profile-aware reverse-engineering workspace for AI agents — 735 tools across 36 domains in one MCP server.

    No credential named

    LISTED · ★ 2060
  • Lightweight and type-safe query builder for DynamoDB and TypeScript

    No credential named

    LISTED · ★ 2002
  • Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs

    No credential named

    LISTED · ★ 1988
  • 查询 A 股、美股、港股与场内基金行情,并通过 Node.js、浏览器、CLI 或 MCP 快速接入。

    No credential named

    LISTED · ★ 1984
  • Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.

    No credential named

    LISTED · ★ 1951
  • Connect your browser to AI models. Just use Dia on Chrome, Arc or Firefox.

    No credential named

    LISTED · ★ 1933
  • A macOS app that provides an MCP server to your Messages, Contacts, Reminders and more

    No credential named

    LISTED · ★ 1884
  • Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.

    groqtelegram

    Needs GROQ_API_KEY · TELEGRAM_PROXY_PASSWORD · TELEGRAM_PROXY_SECRET

    LISTED · ★ 1879
  • MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.

    postgrespostgresql

    No credential named

    LISTED · ★ 1873
  • Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 1822
  • Open-source engine for passive OSINT checks: 21 tools as CLI, MCP server and web UI. Hosted Monitor & Diligence at app.openosint.tech.

    hibpopenosintshodan

    Needs HIBP_API_KEY · OPENOSINT_DEMO_KEY · SHODAN_API_KEY

    LISTED · ★ 1795
  • Markdown knowledge graph — LSP for your editor, CLI + MCP memory for your AI agents

    No credential named

    LISTED · ★ 1790
  • 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.

    No credential named

    LISTED · ★ 1729
  • A minimal, extensible, agent-native knowledge repository that keeps shared context current and inspectable

    No credential named

    LISTED · ★ 1667
  • Connect an MCP Client that only supports local (stdio) servers to a Remote MCP Server.

    Needs AUTH_TOKEN · MCP_CLIENT_SECRET · MCP_REMOTE_CLIENT_SECRET

    LISTED · ★ 1652
  • 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.

    abuseipdbgithubgreynoisenvd+4

    Needs ABUSEIPDB_KEY · GITHUB_TOKEN · GREYNOISE_API_KEY · NVD_API_KEY · SHODAN_KEY · URLSCAN_KEY · VIRUSTOTAL_KEY · VULNCHECK_TOKEN

    LISTED · ★ 1633
  • MCP Server for kubernetes management commands

    No credential named

    LISTED · ★ 1607
  • Draw.io Model Context Protocol (MCP) Server

    No credential named

    LISTED · ★ 1492
  • Your entire engineering context, deeply understood

    No credential named

    LISTED · ★ 1455
  • Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools.

    No credential named

    LISTED · ★ 1430
  • Natural voice conversations with Claude Code

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 1420
  • MCP server to access Garmin data

    garmin

    Needs GARMIN_MCP_HTTP_TOKEN · GARMIN_PASSWORD

    LISTED · ★ 1403
  • The TypeScript MCP framework

    No credential named

    LISTED · ★ 1342
  • The open-source governance layer for AI agents: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run

    No credential named

    LISTED · ★ 1330
  • 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.

    pipeboard

    Needs PIPEBOARD_API_TOKEN

    LISTED · ★ 1324
  • Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client

    No credential named

    LISTED · ★ 1322
  • 🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

    jupyter

    Needs JUPYTER_TOKEN

    LISTED · ★ 1312
  • Coding agent memory for Claude Code, Codex, Cursor and 39 more, built from the session history already on your disk. Local search, MCP and hooks, no LLM, one Go binary.

    dejaopenai

    Needs DEJA_EMBED_KEY · OPENAI_API_KEY

    LISTED · ★ 1299
  • MCP Server for Burp

    No credential named

    LISTED · ★ 1247
  • Give any AI agent the ability to code

    No credential named

    LISTED · ★ 1213
  • MCP integration for Google Calendar to manage events.

    googlegooglecalendar

    Needs GOOGLE_OAUTH_CREDENTIALS · GOOGLE_SERVICE_ACCOUNT_KEY

    LISTED · ★ 1203
  • Helping coding agents never make mistakes working with public or private libraries without wasting the context window.

    ref

    Needs REF_API_KEY

    LISTED · ★ 1183
  • Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.

    No credential named

    LISTED · ★ 1146
  • YouTube Transcript API skills for AI agents. Get transcripts, search videos, browse channels. Works with OpenClaw, Hermes Agent, and other agent runtimes.

    transcript

    Needs TRANSCRIPT_API_KEY

    LISTED · ★ 1107
  • A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Microsoft Office services through the Graph API

    ms365openai

    Needs MS365_MCP_ATTACHMENT_URL_KEY · MS365_MCP_CLIENT_SECRET · MS365_MCP_OAUTH_TOKEN · OPENAI_API_KEY

    LISTED · ★ 1068
  • 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.

    No credential named

    LISTED · ★ 1054
  • 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

    alpaca

    Needs ALPACA_API_KEY · ALPACA_SECRET_KEY

    LISTED · ★ 1034
  • Browser automation clicks buttons. OpenTabs calls APIs.

    No credential named

    LISTED · ★ 989
  • Published in CNCF Landscape: A MCP server for Kubernetes.

    No credential named

    LISTED · ★ 964
  • pipelab-org/pipelock
    ↗

    Open-source AI agent firewall for MCP security and agent egress. Scans mediated HTTP, MCP, A2A, and WebSocket traffic for exfiltration, SSRF, and prompt injection, and emits mediator-signed action receipts: verifiable audit evidence from outside the agent.

    No credential named

    LISTED · ★ 959
  • Local MCP work notes with persistent sessions, decisions, evidence and resumable tasks.

    No credential named

    LISTED · ★ 959
  • Open-source email observability for AWS SES

    No credential named

    LISTED · ★ 942
  • The open-source alternative to Paper.design. A multiplayer design canvas where humans and AI agents design together, live. MCP built in.

    anthropicazurebetter

    Needs ANTHROPIC_API_KEY · AZURE_OPENAI_API_KEY · BETTER_AUTH_SECRET

    LISTED · ★ 930
  • Your Company Agentic Operating System

    No credential named

    LISTED · ★ 926
  • Give your AI agent a real browser — with a human in the loop. Open-source MCP-native browser agent.

    share

    Needs API_BEARER_TOKEN · AUTH_STATE_ENCRYPTION_KEY · SHARE_TOKEN_SECRET

    LISTED · ★ 914
  • Connect ClickHouse to your AI assistants.

    clickhousefastmcp

    Needs CLICKHOUSE_CLIENT_CERT_KEY · CLICKHOUSE_MCP_AUTH_TOKEN · CLICKHOUSE_PASSWORD · CLIENT_CONFIG_OVERRIDES_KEY · FASTMCP_SERVER_AUTH_AZURE_CLIENT_SECRET

    LISTED · ★ 890
  • 一款轻量级、跨平台的 Mini Kubernetes AI Dashboard,支持大模型+智能体+MCP(支持设置操作权限),集成多集群管理、智能分析、实时异常检测等功能,支持多架构并可单文件部署,助力高效集群管理与运维优化。

    No credential named

    LISTED · ★ 890
  • TickDB: AI-native real time stock API and market data API for US/HK/CN stocks, forex, futures, crypto, indices and commodities. Skill, CLI, MCP, REST API and WebSocket. AI 原生实时股票 API 与金融行情数据 API,覆盖美股、港股、A股、外汇、期货、指数、大宗商品、加密货币。

    tickdb

    Needs TICKDB_API_KEY

    LISTED · ★ 890
  • 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.

    openrouterplaywright

    Needs OPENROUTER_API_KEY

    LISTED · ★ 877
  • 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.

    No credential named

    LISTED · ★ 866
  • 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

    qveristusharetwingly

    Needs QVERIS_API_KEY · TUSHARE_TOKEN · TWINGLY_API_KEY

    LISTED · ★ 865
  • 🦀 Rust API, 🐍 Python API, and 🤖 MCP Server for TP-Link Tapo smart devices

    tapo

    Needs TAPO_PASSWORD

    LISTED · ★ 862
  • MCP server with runtime-level tools for Phoenix development

    No credential named

    LISTED · ★ 858
  • 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.

    minimax

    Needs MINIMAX_API_KEY

    LISTED · ★ 857
  • Per-component Internationalisation solution for JS application. Type-Safe. Translate with AI. Edit Visually.

    No credential named

    LISTED · ★ 856
  • 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.

    No credential named

    LISTED · ★ 832
  • MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.

    channel

    Needs CHANNEL_ACCESS_TOKEN

    LISTED · ★ 789
  • Clojure MCP

    No credential named

    LISTED · ★ 787
  • Unreal Engine Vibe Coding tool

    No credential named

    LISTED · ★ 786
  • aeonfun/aeon
    ↗

    The most autonomous AI agent framework: runs unattended on GitHub Actions, self-healing skills, drives Claude Code, Grok, Codex & more. No approval loops. Configure once, forget forever.

    No credential named

    LISTED · ★ 782
  • Making docling agentic through MCP

    docling

    Needs DOCLING_MCP_SERVICE_API_KEY

    LISTED · ★ 776
  • MCP gateway for AI agents: turn any REST/OpenAPI, GraphQL, SOAP or SQL API into MCP tools. 517 ready-made connectors (SAP, ERP, e-commerce) with RBAC, SSO, audit logs and a knowledge graph.

    jwt

    Needs JWT_SECRET

    LISTED · ★ 775
  • Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.

    cloudflarememoraopenai

    Needs CLOUDFLARE_API_TOKEN · MEMORA_EMBEDDING_API_KEY · OPENAI_API_KEY

    LISTED · ★ 744
  • Feishu / Lark 飞书文档与任务管理工具,支持 MCP 服务器和 CLI + Skill 两种使用方式,可无缝集成 Cursor、Claude Code、Cline 等 AI 编码工具

    feishu

    Needs FEISHU_APP_SECRET · FEISHU_USER_KEY · MCP_BEARER_TOKEN

    LISTED · ★ 743
  • A simple MCP server for Obsidian

    No credential named

    LISTED · ★ 742
  • MCP for Adobe Photoshop. 118 tools. Control from Cursor, Claude or custom LLMs.

    typesafe

    Needs TYPESAFE_API_KEY

    LISTED · ★ 707
  • Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.

    obsidian

    Needs OBSIDIAN_API_KEY

    LISTED · ★ 699
  • 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.

    gmailgooglegooglecalendarjwt

    Needs GOOGLE_CLIENT_SECRET · JWT_SIGNING_KEY

    LISTED · ★ 676
  • 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.

    No credential named

    LISTED · ★ 675
  • Official SonarQube MCP Server for code quality and security in AI agents

    copilotsonarsonarqube

    Needs COPILOT_MCP_SONARQUBE_TOKEN · COPILOT_MCP_SONARQUBE_USER_TOKEN · SONARQUBE_HTTPS_KEYSTORE_PASSWORD · SONARQUBE_ORGANIZATION_KEY · SONARQUBE_PROJECT_KEY · SONARQUBE_TOKEN · SONAR_TOKEN · SONAR_USER_TOKEN

    LISTED · ★ 670
  • BioMCP: Biomedical Model Context Protocol

    alphagenomencbincioncokb+1

    Needs ALPHAGENOME_API_KEY · NCBI_API_KEY · NCI_API_KEY · ONCOKB_TOKEN · OPENFDA_API_KEY · S2_API_KEY

    LISTED · ★ 663
  • MCP server for interacting with Neon Management API and databases

    neon

    Needs NEON_API_KEY

    LISTED · ★ 656
  • The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

    openairedis

    Needs OPENAI_API_KEY · REDIS_ENTRAID_CLIENT_SECRET

    LISTED · ★ 640
  • Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.

    managed

    Needs MANAGED_AGENTS_API_KEY

    LISTED · ★ 635
  • 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

    No credential named

    LISTED · ★ 634
  • MCP server to deploy apps to Cloud Run

    googleoauth

    Needs GOOGLE_APPLICATION_CREDENTIALS · OAUTH_CLIENT_SECRET

    LISTED · ★ 633
  • CAD MCP Server

    No credential named

    LISTED · ★ 628
  • Use MCP and OpenAPI to safely control Proxmox VE VMs, LXCs, backups, and snapshots from LLMs and AI agents.

    proxmox

    Needs MCP_API_KEY · PROXMOX_API_KEY

    LISTED · ★ 613
  • ⚡ 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.

    anthropicgroqopenai

    Needs ANTHROPIC_API_KEY · GROQ_API_KEY · OPENAI_API_KEY · X_AUTH_TOKEN

    LISTED · ★ 612
  • A MCP (Model Context Protocol) server for interacting with dbt.

    No credential named

    LISTED · ★ 612
  • Authority control plane for autonomous work. EMILIA Gate enforces finite customer-owned mandates at protected executor boundaries; the open protocol keeps evidence verifiable.

    No credential named

    LISTED · ★ 599
  • MCP server for TouchDesigner

    No credential named

    LISTED · ★ 597
  • An implementation of Model Context Protocol (MCP) server for Argo CD.

    argocd

    Needs ARGOCD_API_TOKEN · MCP_AUTH_TOKEN

    LISTED · ★ 596
  • Get-Concord-AI/concord-mcp
    ↗

    Live messaging for coding agents

    No credential named

    LISTED · ★ 589
  • iannuttall/seo
    ↗

    SEO for agent-native teams. Your agent gets your real Search Console, Google Analytics, Bing and crawl data through an MCP server and CLI, so it stops guessing.

    No credential named

    LISTED · ★ 588
  • 🧠 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.

    No credential named

    LISTED · ★ 586
  • Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.

    No credential named

    LISTED · ★ 583
  • A set of tools to connect to AI agents, to allow them to use Todoist on a user's behalf. Includes MCP support.

    todoist

    Needs TODOIST_API_KEY

    LISTED · ★ 562
  • A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience with powerful automation capabilities.

    discord

    Needs DISCORD_TOKEN

    LISTED · ★ 560
  • Open-source database & workspace for AI agents — structured data, durable knowledge, reusable skills, runnable apps, and human review on the writes that matter. Local-first and self-hostable.

    No credential named

    LISTED · ★ 555
  • Lean Theorem Prover MCP

    controllean

    Needs CONTROL_PLANE_API_KEY · LEAN_LSP_MCP_TOKEN

    LISTED · ★ 534
  • Local MCP server for DuckDB and MotherDuck

    motherduck

    Needs MOTHERDUCK_TOKEN

    LISTED · ★ 534
  • A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application.

    No credential named

    LISTED · ★ 532
  • A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

    No credential named

    LISTED · ★ 522
  • 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.

    hevy

    Needs HEVY_API_KEY · HEVY_MCP_HTTP_BEARER_TOKEN

    LISTED · ★ 520
  • A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.

    prometheus

    Needs PROMETHEUS_PASSWORD

    LISTED · ★ 519
  • Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through WebDriver BiDi

    No credential named

    LISTED · ★ 515
  • Model Context Protocol (MCP) server for freee API integration

    No credential named

    LISTED · ★ 513
  • The action firewall for AI agents. Enforce policy and human approval before risky tool calls, shell commands, workflows, and production changes, with auditable evidence.

    cordumredis

    Needs CORDUM_API_KEY · REDIS_PASSWORD

    LISTED · ★ 511
  • YichengYang-Ethan/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.

    No credential named

    LISTED · ★ 510
  • 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.

    No credential named

    LISTED · ★ 504
  • 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

    anthropicgeminiopenaiopenrouter

    Needs ANTHROPIC_API_KEY · ANTHROPIC_AUTH_TOKEN · GEMINI_API_KEY · OPENAI_API_KEY · OPENROUTER_API_KEY

    LISTED · ★ 502
  • MCP Server for interacting with Salesforce instances

    salesforce

    No credential named

    LISTED · ★ 486
  • AI said it finished. Flyto2 shows the proof.

    No credential named

    LISTED · ★ 484
  • Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-exact recoverable, and carries an auditable receipt. Local-first, works through proxy, MCP, SDK, or agent wrapper.

    No credential named

    LISTED · ★ 479
  • 18 Google Maps tools and 3 Agent Skills for place search, routes, travel planning, and local SEO—via MCP or standalone CLI.

    googlegooglemaps

    Needs GOOGLE_MAPS_API_KEY

    LISTED · ★ 478
  • A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

    Needs DB_MCP_MYSQL_PASSWORD · DB_MCP_POSTGRES_PASSWORD · DB_MCP_PROD_PASSWORD

    LISTED · ★ 470
  • ServBay is an AI-native local development tool. It gives your AI agents a real dev environment so that your AI can write the code. ServBay runs it — services, databases, domains, SSL and local models, all on your own machine.

    No credential named

    LISTED · ★ 466
  • GitKraken CLI Releases and Documentation

    No credential named

    LISTED · ★ 462
  • Free AI skills (tax rules your AI follows) for 190+ countries, with sources and review status. Written by AI-first accountants in many countries. Need cross-border work done? Hire us.

    No credential named

    LISTED · ★ 457
  • A Binary Ninja plugin containing an MCP server that enables seamless integration with your favorite LLM/MCP client.

    No credential named

    LISTED · ★ 456
  • 🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

    airtable

    No credential named

    LISTED · ★ 455
  • 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.

    monday

    Needs MONDAY_TOKEN

    LISTED · ★ 434
  • Elegantly manage your MCP services

    No credential named

    LISTED · ★ 432
  • Local-first documentation for AI agents

    No credential named

    LISTED · ★ 426
  • Open Source Context infrastructure for AI agents. Auto-capture and share your agents' context everywhere.

    No credential named

    LISTED · ★ 425
  • 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.

    mysqlpostgresqlsqlite

    No credential named

    LISTED · ★ 422
  • Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.

    No credential named

    LISTED · ★ 421
  • 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.

    odoo

    Needs ODOO_API_KEY · ODOO_PASSWORD

    LISTED · ★ 405
  • 🔮 Platform-neutral Browser Use for AI agents: real Chrome automation with a CLI + SDKs, no lock-in, dead simple.

    chrome

    No credential named

    LISTED · ★ 399
  • Run coding agents without babysitting them. Keep jobs focused, bounded, checked and accountable from start to finish. Finally run your agents swarms overnight and get your time back.

    No credential named

    LISTED · ★ 398
  • Supercharge AI Agents, Safely

    No credential named

    LISTED · ★ 398
  • An MCP server for Massive.com Financial Market Data

    massive

    Needs MASSIVE_API_KEY

    LISTED · ★ 398
  • An MCP server for Azure DevOps

    azure

    Needs AZURE_DEVOPS_PAT

    LISTED · ★ 397
  • Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x402 micropayments.

    blockrun

    Needs BLOCKRUN_API_KEY

    LISTED · ★ 392
  • colorjs/color-space
    ↗

    Open collection of color spaces

    No credential named

    LISTED · ★ 390
  • MCP server that provides LLMs with tools for interacting with EVM networks

    etherscanevm

    Needs ETHERSCAN_API_KEY · EVM_PRIVATE_KEY

    LISTED · ★ 379
  • 🌍 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. ⚡️

    No credential named

    LISTED · ★ 372
  • Full-featured, multi-account MCP email server for Windows, macOS, and Linux—read, search, organize, and send email via IMAP and SMTP.

    No credential named

    LISTED · ★ 368
  • One zero-dependency CLI for every MCP server and agent skill. Token optimization, tool discovery and context compression: 71,929 -> 581 tokens (-99.2%, measured), schemas stay out of context. One config for Claude Code, Codex, Cursor, every agent. 341KB, pure Python. | 零依赖 CLI:管所有 MCP 工具与技能,工具发现省 99.2% token。

    baizhi

    Needs BAIZHI_TOKEN

    LISTED · ★ 367
  • Mapbox Model Context Protocol (MCP) server

    mapbox

    Needs MAPBOX_ACCESS_TOKEN

    LISTED · ★ 363
  • Model Context Protocol server for DeepSeek's advanced language models

    deepseekreplace

    Needs DEEPSEEK_API_KEY · DEEPSEEK_MCP_AUTH_TOKEN · MCP_HTTP_AUTH_TOKEN · REPLACE_WITH_DEEPSEEK_KEY · REPLACE_WITH_TOKEN

    LISTED · ★ 357
  • 🔍 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.

    exagithubtavily

    Needs EXA_API_KEY · TAVILY_API_KEY

    LISTED · ★ 357
  • Tableau's official MCP Server. Helping agents see and understand data.

    No credential named

    LISTED · ★ 355
  • itsmostafa/system-one-connector
    ↗

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

    typesafe

    Needs TYPESAFE_API_KEY

    LISTED · ★ 354
  • Apache Doris MCP Server

    doris

    Needs DORIS_PASSWORD

    LISTED · ★ 352
  • Wireshark-MCP,Give your AI assistant a packet analyzer. Drop a .pcap file, ask questions in plain English — get answers backed by real tshark data.

    No credential named

    LISTED · ★ 350
  • Control and query Home Assistant from Claude and other LLMs — a Model Context Protocol (MCP) server.

    Needs HA_TOKEN

    LISTED · ★ 349
  • Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥

    plane

    Needs PLANE_API_KEY · PLANE_TEST_API_KEY

    LISTED · ★ 346
  • No more Sundays on Finance. We build the infrastructure that retrieves, processes, and routes your financial and business data to your FinOps stack, so founders can ship, not spreadsheet.

    No credential named

    LISTED · ★ 345
  • CTX: a tool that solves the context management gap when working with LLMs like ChatGPT or Claude. It helps developers organize and automatically collect information from their codebase into structured documents that can be easily shared with AI assistants.

    No credential named

    LISTED · ★ 342
  • Honey (I Shrunk the AI) by GreenPT: a cross-tool coding skill that cuts AI coding-agent token usage and LLM API costs — write less code, less prose, and denser agent-to-agent handoffs (−53%, lossless in benchmarks) with no loss of quality. Works with Claude Code, Cursor, GitHub Copilot, Codex, Gemini CLI, Windsurf, Cline & Kiro.

    github

    No credential named

    LISTED · ★ 342
  • The official svelte MCP for all your agentic needs.

    No credential named

    LISTED · ★ 335
  • 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.

    No credential named

    LISTED · ★ 334
  • 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.

    No credential named

    LISTED · ★ 334
  • A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators through natural language commands.

    No credential named

    LISTED · ★ 332
  • leeguooooo/iphone-use
    ↗

    响应快 省Token, Let AI agents (Claude Code, Codex, any MCP client) drive a real iPhone · 让 AI agent 操作真实 iPhone:读屏、点击、输入、滑动,USB 或 Wi-Fi,自有 XCTest runner,可回放的 App flow。Open source, self-hosted on macOS.

    No credential named

    LISTED · ★ 331
  • MCP generator for OpenAPIs 🫳🎤💥

    No credential named

    LISTED · ★ 331
  • Let AI agents investigate and operate infrastructure through declared actions, bounded by policy and host-side checks. Approvals when required, with an audit trail. By Protectorate.

    emisar

    Needs EMISAR_ENROLLMENT_KEY

    LISTED · ★ 331
  • audiojs/audio
    ↗

    High-level audio manipulations: loading, playback, analysis, editing, processing. 140+ plugins.

    No credential named

    LISTED · ★ 329
  • A Model Context Protocol (MCP) server and plugin for Tauri v2 development

    No credential named

    LISTED · ★ 325
  • 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)

    No credential named

    LISTED · ★ 325
  • 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.

    No credential named

    LISTED · ★ 324
  • Drive Google Flow from the command line: Veo video and Imagen images, scripted, batched and pipeline-ready. Ships an MCP server so coding agents can drive it too, giving you and your agents full programmatic control over generation. Unofficial, alpha, not affiliated with Google.

    No credential named

    LISTED · ★ 322
  • jdubois/boot-ui
    ↗

    The missing developer UI for Spring Boot and Quarkus!

    No credential named

    LISTED · ★ 321
  • MCP Server for Facebook ADs Library - Get instant answers from FB's ad library

    No credential named

    LISTED · ★ 318
  • Close the lid and walk away — every window, desktop and terminal on your machines, live in any browser. E2E-encrypted, no open ports, no client, no account.

    No credential named

    LISTED · ★ 317
  • A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction.

    elasticsearchopensearchprodstaging

    Needs ELASTICSEARCH_API_KEY · ELASTICSEARCH_PASSWORD · MCP_API_KEY · OPENSEARCH_PASSWORD · PROD_API_KEY · STAGING_PASSWORD

    LISTED · ★ 314
  • oxynote/oxynote
    ↗

    An open‑source technical wiki connected to the systems it describes

    No credential named

    LISTED · ★ 310
  • A Nix-based configuration framework for Model Control Protocol (MCP) servers with ready-to-use packages.

    No credential named

    LISTED · ★ 308
  • Shared memory for AI agents

    No credential named

    LISTED · ★ 308
  • Search & analytics data as infrastructure — MCP server for Google Search Console, Bing Webmaster Tools, Google Adsense and GA4, designed for AI agents and automation.

    No credential named

    LISTED · ★ 307
  • 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.

    No credential named

    LISTED · ★ 307
  • Canvas LMS MCP server — up to 102 tools and 8 agent skills for students & educators. Works with Claude, Cursor, Codex, and 40+ agents.

    canvas

    Needs CANVAS_API_TOKEN

    LISTED · ★ 307
  • AI-native SQL client for humans and agents. Query, explore, visualize, and open agent database work as editable SQL workspaces.

    betterdory

    Needs BETTER_AUTH_SECRET · DORY_AI_API_KEY · DORY_INIT_USER_PASSWORD · DORY_MCP_TOKEN · DS_SECRET_KEY

    LISTED · ★ 306
  • An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.

    deepseekexa

    Needs DEEPSEEK_API_KEY · EXA_API_KEY

    LISTED · ★ 305
  • The production framework for Predictive and Generative AI. Serve any model as an API in one line, with OpenAI/Anthropic/Ollama-compatible endpoints, a built-in chat UI, and native MCP.

    anthropicopenai

    No credential named

    LISTED · ★ 304
  • MCP server that bridges clients to a real browser through CDP and a companion extension.

    anthropic

    Needs ANTHROPIC_API_KEY

    LISTED · ★ 304
  • Godot-MCP — Model Context Protocol (MCP) integration for the Godot Engine. AI tools for the Godot Editor in C#, with cloud connection to ai-game.dev. Apache-2.0.

    godot

    Needs GODOT_MCP_TOKEN

    LISTED · ★ 302
  • Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.

    No credential named

    LISTED · ★ 301
  • Neo4j official MCP Server

    neo4j

    Needs NEO4J_MCP_PASSWORD

    LISTED · ★ 300
  • This Agent MCP allows you to train external intelligence with zero GPU and let you trade it at Tetrees EX

    tetrees

    Needs TETREES_TOKEN

    LISTED · ★ 298
  • Mine your Claude Code and Codex logs into a local you.md agent profile.

    No credential named

    LISTED · ★ 298
  • MCP server to consult a language model with large context size

    No credential named

    LISTED · ★ 296
  • The website QA tool for your coding agent. 300+ audit rules across SEO, performance, security, accessibility and agent experience.

    No credential named

    LISTED · ★ 296
  • MasterGo Magic MCP is a standalone MCP (Model Context Protocol) service designed to connect MasterGo design tools with AI models.

    Needs MG_MCP_TOKEN

    LISTED · ★ 285
  • OrcaReplay — Time travel for AI agents. Record, replay, fork, and debug any agent run with any model. Built by the OrcaRouter.ai team.

    orca

    Needs ORCA_GATEWAY_KEY

    LISTED · ★ 281
  • A self-hosted, secure, feature-rich memory system for AI agents and assistants. Provides intelligent fact extraction and deduplication, with an artifact store for detailed content.

    No credential named

    LISTED · ★ 280
  • mcp for handling hwp

    No credential named

    LISTED · ★ 271
  • Stata-MCP: A MCP server for integrating Stata into your agent loop with a safety-first design.

    No credential named

    LISTED · ★ 270
  • Model Context Protocol for Actual Budget API

    actualbearer

    Needs ACTUAL_BUDGET_ENCRYPTION_PASSWORD · ACTUAL_PASSWORD · ACTUAL_SESSION_TOKEN · BEARER_TOKEN

    LISTED · ★ 267
  • 这个项目是一个基于Model Context Protocol (MCP)的AutoCAD集成服务器,它允许通过自然语言与AutoCAD进行交互。通过这个服务器,用户可以使用Claude等大型语言模型来创建、修改和分析AutoCAD图纸,同时还可以存储和查询CAD元素的相关数据。目前制作参考学习,仅实现端到端之间的通信,具体工具函数尚未晚上

    No credential named

    LISTED · ★ 265
  • Bring professional data and tools to the AI you already use: open-source MCP, CLI, SDKs, skills, and docs to find services, call them, and audit usage.

    qveris

    Needs QVERIS_API_KEY

    LISTED · ★ 262
  • Let your agents read, send, and react to email autonomously, without human involvement

    No credential named

    LISTED · ★ 262
  • Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608.08253

    No credential named

    LISTED · ★ 260
  • Web research for Claude over MCP: quality-scored Google search, clean extraction, deep research. Hosted connector for claude.ai/Desktop/Code + Nimrod Desktop toolkit (skills, agent, hooks).

    No credential named

    LISTED · ★ 258
  • Production-grade MCP server for Wazuh SIEM — 55 security tools for alert triage, threat hunting, vulnerability management, compliance (PCI DSS, GDPR, HIPAA, NIST CSF, ISO 27001) and active response. Connect Claude or any LLM to your SOC. OAuth 2.1, RBAC, multi-cluster, air-gap ready.

    vllmwebui

    Needs AUTH_SECRET_KEY · MCP_API_KEY · VLLM_API_KEY · WEBUI_SECRET_KEY

    LISTED · ★ 257
  • 超能文献|AI驱动的文档翻译与学术搜索服务。支持PDF、DOCX、PPTX等多格式文档的高质量翻译(支持11种语言),特别优化了数学公式翻译。同时提供PubMed学术文献智能搜索功能。更多访问:https://suppr.wilddata.cn

    suppr

    Needs SUPPR_API_KEY

    LISTED · ★ 256
  • Connects MCP to major 3D printer APIs (Orca, FULU's Orca/Bambu, OctoPrint, Klipper, Duet, Repetier, Prusa, Creality). Control prints, monitor status, and perform advanced STL operations like scaling, rotation, sectional editing, and base extension. Includes slicing and visualization.

    bambu

    Needs BAMBU_TOKEN

    LISTED · ★ 256
  • Free, open-source AI video editor for macOS, Windows and Linux — drive the whole timeline from any MCP client.

    No credential named

    LISTED · ★ 255
  • Local proxy that compresses your LLM API requests so you pay less, with no change to the answers. Trims wasted tokens from prompts, history, tool output, and code before they're sent: -31% input / -74% output, measured live. Any provider, no extra model calls. Also an MCP server and embeddable library (Rust, Python, Ruby, Kotlin, Swift, JS/TS).

    openrouter

    Needs OPENROUTER_API_KEY

    LISTED · ★ 254
  • MCP server for Anki via AnkiConnect

    No credential named

    LISTED · ★ 253
  • An agent runtime for Python. Give your agent real work. Keep control: every action checked before it runs, every run survives a crash without silently redoing anything, every step on the record.

    llm

    Needs LLM_API_KEY

    LISTED · ★ 252
  • MCP server for 1С:Enterprise — AI assistant sees your configuration and generates accurate BSL code. One binary, zero dependencies, 19 tools.

    No credential named

    LISTED · ★ 248
  • An MCP service for Ant Design components query | 一个减少 Ant Design 组件代码生成幻觉的 MCP 服务,包含系统提示词、组件文档、API 文档、代码示例和更新日志查询

    No credential named

    LISTED · ★ 246
  • Local-first AI canvas and timeline. Any MCP agent. Open-source alternative to Higgsfield.

    No credential named

    LISTED · ★ 245
  • A phone control plugin for MCP that allows you to control your Android phone through ADB commands to connect any human

    No credential named

    LISTED · ★ 245
  • MCP server for the complete Zabbix API - 237 tools, multi-server, OAuth 2.1 + bearer auth, PDF reports, systemd ready. Works with ChatGPT, Claude, VS Code, Codex, JetBrains and any MCP client.

    No credential named

    LISTED · ★ 244
  • NeuralMemory stores experiences as interconnected neurons and recalls them through spreading activation, mimicking how the human brain works. Instead of searching a database, memories are retrieved through associative recall - activating related concepts until the relevant memory emerges.

    No credential named

    LISTED · ★ 242
  • MCP server that provides access to Chinese stock market data using akshare-one

    No credential named

    LISTED · ★ 240
  • The implementation of Model Context Protocol (MCP) server for VictoriaMetrics

    vmc

    Needs MCP_AUTH_TOKEN · VMC_API_KEY · VM_INSTANCE_BEARER_TOKEN

    LISTED · ★ 240
  • Email, SMS & phone-call infrastructure for AI agents — send and receive real email and text messages, and place agent-driven outbound voice calls, all programmatically

    agenticmailcloudflaregmailopenai+1

    Needs AGENTICMAIL_API_KEY · AGENTICMAIL_INBOUND_SECRET · AGENTICMAIL_MASTER_KEY · CLOUDFLARE_API_TOKEN · GMAIL_PASSWORD · GMAIL_RELAY_APP_PASSWORD · OPENAI_API_KEY · RELAY_PASSWORD

    LISTED · ★ 239
  • Official Portainer MCP server

    portainer

    Needs PORTAINER_API_KEY · PORTAINER_MCP_AUTH_TOKEN · PORTAINER_MCP_TLS_KEY

    LISTED · ★ 239
  • pgEdge MCP Server. A PostgreSQL MCP server with a Natural Language Agent CLI and Web UI.

    postgrespostgresql

    No credential named

    LISTED · ★ 239
  • MCP server for Google Tag Manager

    cookiegoogle

    Needs COOKIE_ENCRYPTION_KEY · GOOGLE_ACCESS_TOKEN · GOOGLE_CLIENT_SECRET · GOOGLE_SERVICE_ACCOUNT_KEY

    LISTED · ★ 238
  • 🔎 A MCP server for Unsplash image search.

    unsplash

    Needs UNSPLASH_ACCESS_KEY

    LISTED · ★ 237
  • Self-hosted, open-source financial data MCP server for AI agents — SEC filings, XBRL financials, 13F holdings, insider & congressional trades, short interest, FRED, CFTC/CBOE and daily prices across 64 MCP tools. Equibles Cloud adds earnings call transcripts, live quotes, options chains with Greeks, guidance and a screener.

    No credential named

    LISTED · ★ 237
  • Model Context Protocol server to run commands (tool: `runProcess`)

    No credential named

    LISTED · ★ 235
  • Shrink the web for your agents! Token-efficient, fast and fully local web search and research.

    No credential named

    LISTED · ★ 235
  • A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG images

    No credential named

    LISTED · ★ 235
  • 💾 Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants (Claude, Cursor, Continue) to manage files, downloads, and system operations through secure API integration. Features Docker deployment, auto-authentication, and comprehensive file system tools.

    synologyxiaozhi

    Needs SYNOLOGY_PASSWORD · XIAOZHI_TOKEN

    LISTED · ★ 231
  • karl-andres/fl-studio-mcp
    ↗

    MCP Server for FL Studio

    No credential named

    LISTED · ★ 230
  • MCP server providing native macOS integration with Apple Reminders and Calendar via EventKit

    No credential named

    LISTED · ★ 228
  • Open-source control plane and runtime for organisational agents: shared company context & brain

    lobu

    Needs LOBU_TOKEN

    LISTED · ★ 228
  • JeanExtreme002/PyMemoryEditor
    ↗

    A pure-Python library that lets you inspect, modify and search the memory of any running process in a few lines of Python :snake: .

    No credential named

    LISTED · ★ 226
  • Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log scores, and manage prompts from Claude Code, Cursor, or VS Code.

    opik

    Needs OPIK_API_KEY

    LISTED · ★ 225
  • Persistent memory for AI coding agents

    No credential named

    LISTED · ★ 225
  • Self-hosted homelab dashboard in one container — GPU, local-AI VRAM, Docker, systemd, energy costs. Read-only MCP server so AI agents can explore it.

    No credential named

    LISTED · ★ 225
  • Official one-stop shop for AI Agents and developers building with Telnyx.

    telnyx

    Needs TELNYX_API_KEY

    LISTED · ★ 224
  • Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. Local, fast, free.

    No credential named

    LISTED · ★ 223
  • Native Safari browser automation for AI agents. 98 tools via AppleScript — zero overhead, keeps logins, runs silently in background. Drop-in alternative to Chrome DevTools MCP with 40-60% less CPU/heat on Apple Silicon.

    chrome

    No credential named

    LISTED · ★ 223
  • Alpha Vantage MCP Server

    No credential named

    LISTED · ★ 221