# MCP servers on appsgit

> MCP servers connect AI assistants such as Claude, Cursor, VS Code and ChatGPT to tools and data through the Model Context Protocol. appsgit lists 776 actively maintained, open-source MCP servers from the official MCP registry and GitHub, each with install snippets, required API keys and live GitHub stats.

Servers come from the official MCP registry plus GitHub repositories tagged mcp-server with 200+ stars. A server is listed only if it has a GitHub repository, a recognised open-source license, a real description, a commit in the last six months, an install path (npm, PyPI, Docker or NuGet package, or a remote URL) and either 100+ stars or an official publisher.

## Lists

- [Trending MCP servers](https://appsgit.com/mcp-servers/trending)
- [Official MCP servers](https://appsgit.com/mcp-servers/official)
- [Databases](https://appsgit.com/mcp-servers/category/databases) (45): MCP servers that let AI assistants query and manage SQL, NoSQL, vector and graph databases.
- [Developer tools](https://appsgit.com/mcp-servers/category/developer-tools) (206): MCP servers for code hosting, issue trackers, IDE helpers, package registries and software development workflows.
- [Web & browsing](https://appsgit.com/mcp-servers/category/web-browsing) (68): MCP servers that browse, scrape, crawl and automate websites and browsers for an AI assistant.
- [Productivity](https://appsgit.com/mcp-servers/category/productivity) (54): MCP servers for notes, documents, calendars, tasks and project management tools.
- [Cloud & DevOps](https://appsgit.com/mcp-servers/category/cloud-devops) (65): MCP servers for cloud platforms, Kubernetes, infrastructure as code, CI/CD and observability.
- [Data & analytics](https://appsgit.com/mcp-servers/category/data-analytics) (22): MCP servers for analytics platforms, spreadsheets, data warehouses and business intelligence.
- [Communication](https://appsgit.com/mcp-servers/category/communication) (38): MCP servers for chat, email and messaging platforms such as Slack, Discord, Telegram and Gmail.
- [Finance](https://appsgit.com/mcp-servers/category/finance) (43): MCP servers for payments, banking, accounting, trading and crypto data.
- [AI & search](https://appsgit.com/mcp-servers/category/ai-search) (64): MCP servers for web search, AI models, memory, knowledge retrieval and documentation lookup.
- [Other](https://appsgit.com/mcp-servers/category/other) (171): MCP servers that do not fit the other categories: media, design, maps, smart home and more.

## Top 100 MCP servers by GitHub stars

- [Browser Use](https://appsgit.com/mcp-servers/browser-use): Control a real Chrome browser to complete any task: fill forms, extract data, book flights. (117,307 stars, MIT, official)
- [Gemini CLI](https://appsgit.com/mcp-servers/gemini-cli): An open-source AI agent that brings the power of Gemini directly into your terminal. (107,240 stars, Apache-2.0)
- [Worldmonitor](https://appsgit.com/mcp-servers/worldmonitor): Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface. (87,920 stars, AGPL-3.0)
- [Scrapling MCP Server](https://appsgit.com/mcp-servers/scrapling-mcp-server): Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. (86,017 stars, BSD-3-Clause)
- [Netdata](https://appsgit.com/mcp-servers/netdata): Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection. (80,817 stars, GPL-3.0, needs API key)
- [Front-End Checklist](https://appsgit.com/mcp-servers/front-end-checklist): Review frontend code and live pages against 386 quality-gated web development rules. (74,390 stars, MIT)
- [Claude Flow](https://appsgit.com/mcp-servers/claude-flow): AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev. (74,016 stars, MIT, needs API key)
- [Context7](https://appsgit.com/mcp-servers/context7): Up-to-date code docs for any prompt. (62,752 stars, MIT, needs API key)
- [Chrome DevTools MCP](https://appsgit.com/mcp-servers/chrome-devtools-mcp): MCP server for Chrome DevTools. (53,049 stars, Apache-2.0)
- [Codebase Memory](https://appsgit.com/mcp-servers/codebase-memory): Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens. (45,917 stars, MIT)
- [CCXT](https://appsgit.com/mcp-servers/ccxt): Official CCXT MCP server - Market data and trading across 100+ exchanges and prediction markets. (44,271 stars, MIT, official)
- [Reactive Resume](https://appsgit.com/mcp-servers/reactive-resume): A one-of-a-kind resume builder that keeps your privacy in mind. (43,921 stars, MIT)
- [Bytedance Browser](https://appsgit.com/mcp-servers/bytedance-browser): MCP server for browser use access. (39,206 stars, Apache-2.0)
- [Bytedance Commands](https://appsgit.com/mcp-servers/bytedance-commands): An MCP server to run arbitrary commands. (39,206 stars, Apache-2.0)
- [Bytedance Filesystem](https://appsgit.com/mcp-servers/bytedance-filesystem): MCP server for filesystem access. (39,206 stars, Apache-2.0)
- [Bytedance Search](https://appsgit.com/mcp-servers/bytedance-search): MCP server for web search operations. (39,206 stars, Apache-2.0)
- [Playwright MCP](https://appsgit.com/mcp-servers/playwright-mcp): A Model Context Protocol (MCP) server that provides browser automation capabilities using Playwright. (37,886 stars, Apache-2.0, official)
- [GitHub](https://appsgit.com/mcp-servers/github): Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language. (33,414 stars, MIT, official, needs API key)
- [AIHawk](https://appsgit.com/mcp-servers/aihawk): AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions. (31,781 stars, MIT)
- [invisible_playwright_mcp](https://appsgit.com/mcp-servers/invisible-playwright-mcp): AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions. (31,781 stars, MIT)
- [Repomix](https://appsgit.com/mcp-servers/repomix): Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search. (28,734 stars, MIT)
- [Dbx](https://appsgit.com/mcp-servers/dbx): Query databases from AI agents using connections configured in DBX. (24,945 stars, Apache-2.0)
- [Editor](https://appsgit.com/mcp-servers/editor): Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents. (24,699 stars, MIT)
- [Skyvern](https://appsgit.com/mcp-servers/skyvern): AI-powered browser automation — navigate, click, fill forms, and extract data from any website. (23,146 stars, AGPL-3.0, needs API key)
- [N8n MCP](https://appsgit.com/mcp-servers/n8n-mcp): A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you. (23,047 stars, MIT)
- [FunASR](https://appsgit.com/mcp-servers/funasr): Transcribe local audio with FunASR and SenseVoice using private, on-device inference. (20,596 stars, MIT)
- [Compiler Explorer](https://appsgit.com/mcp-servers/compiler-explorer): Compile code with thousands of compilers, inspect the assembly, and share godbolt.org links. (19,108 stars, BSD-2-Clause, official)
- [Keploy](https://appsgit.com/mcp-servers/keploy): End-to-end API testing — generate and run tests from OpenAPI, curl, Postman, or real user traffic. (18,536 stars, Apache-2.0, official, needs API key)
- [Figma Context MCP](https://appsgit.com/mcp-servers/figma-context-mcp): Give your coding agent access to your Figma data. (15,962 stars, MIT, needs API key)
- [Skill Seekers](https://appsgit.com/mcp-servers/skill-seekers): Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection. (15,109 stars, MIT)
- [SeleniumBase MCP](https://appsgit.com/mcp-servers/seleniumbase-mcp): Stealthy browser automation, testing, and web-scraping via CDP Mode. (13,050 stars, MIT)
- [XHS Downloader](https://appsgit.com/mcp-servers/xhs-downloader): 小红书（XiaoHongShu、RedNote）链接提取/作品采集工具. (12,922 stars, GPL-3.0)
- [Ida Pro MCP](https://appsgit.com/mcp-servers/ida-pro-mcp): AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP. (12,497 stars, MIT)
- [MCP Use](https://appsgit.com/mcp-servers/mcp-use): The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents. (10,726 stars, MIT)
- [REA](https://appsgit.com/mcp-servers/rea): Reverse engineer anything from your terminal or agent with one CLI and MCP server. (10,215 stars, MIT)
- [Desktop Commander](https://appsgit.com/mcp-servers/desktop-commander): MCP server for terminal commands, file operations, and process management. (9,943 stars, MIT)
- [Apify MCP Server](https://appsgit.com/mcp-servers/apify-mcp-server): Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡. (9,910 stars, MIT, official, needs API key)
- [Mobilerun](https://appsgit.com/mcp-servers/mobilerun): Control real Android and iOS devices with LLM agents — tap, swipe, type, automate flows. (9,581 stars, MIT, needs API key)
- [Kaneo](https://appsgit.com/mcp-servers/kaneo): Official MCP server for Kaneo: manage tasks, projects, and labels from Claude and other MCP clients. (9,368 stars, MIT, official, needs API key)
- [PraisonAI](https://appsgit.com/mcp-servers/praisonai): AI Agents Framework with Self Reflection and MCP support. (9,192 stars, MIT)
- [openstatus](https://appsgit.com/mcp-servers/openstatus): Manage monitors, status pages, incidents and maintenances in your openstatus workspace. (9,171 stars, AGPL-3.0, official)
- [Mobile MCP](https://appsgit.com/mcp-servers/mobile-mcp): MCP server for iOS and Android Mobile Development, Automation and Testing. (8,729 stars, Apache-2.0)
- [Bifrost](https://appsgit.com/mcp-servers/bifrost): Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS. (8,591 stars, Apache-2.0)
- [Windows MCP](https://appsgit.com/mcp-servers/windows-mcp): An MCP Server for computer-use in Windows OS. (7,725 stars, MIT)
- [Firecrawl MCP Server](https://appsgit.com/mcp-servers/firecrawl-mcp-server): MCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search. (7,564 stars, MIT, needs API key)
- [Honcho](https://appsgit.com/mcp-servers/honcho): Memory that reasons: continual learning for stateful agents. (7,494 stars, AGPL-3.0, needs API key)
- [Robin: AI-Powered Dark Web OSINT](https://appsgit.com/mcp-servers/robin-ai-powered-dark-web-osint): Dark web OSINT over Tor: search onion engines, scrape pages, report with your own model. (7,440 stars, MIT)
- [Browser Tools MCP](https://appsgit.com/mcp-servers/browser-tools-mcp): Monitor browser logs directly from Cursor and other MCP compatible IDEs. (7,327 stars, MIT)
- [Repowise](https://appsgit.com/mcp-servers/repowise): Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health. (7,174 stars, AGPL-3.0, official)
- [MobileBuildMCP](https://appsgit.com/mcp-servers/mobilebuildmcp): A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects. (6,462 stars, MIT, official)
- [XcodeBuildMCP](https://appsgit.com/mcp-servers/xcodebuildmcp): XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities. (6,462 stars, MIT, official)
- [Ouroboros](https://appsgit.com/mcp-servers/ouroboros): Pins an acceptance spec; the verify command and expected output never enter the success contract. (6,189 stars, MIT)
- [Semble](https://appsgit.com/mcp-servers/semble): Fast and Accurate Code Search for Agents. (6,185 stars, MIT)
- [Claude Code Ultimate Guide](https://appsgit.com/mcp-servers/claude-code-ultimate-guide): Search the Claude Code Ultimate Guide and machine-readable references from any MCP client. (6,118 stars, CC-BY-SA-4.0)
- [Strata](https://appsgit.com/mcp-servers/strata): MCP server for progressive tool usage at any scale (see https://klavis.ai). (5,807 stars, Apache-2.0, official)
- [Finance Toolkit](https://appsgit.com/mcp-servers/finance-toolkit): 200+ transparent financial metrics calculated from raw statements, not third-party endpoints. (5,402 stars, MIT, needs API key)
- [Zotero MCP](https://appsgit.com/mcp-servers/zotero-mcp): Search, read, annotate, and add to your Zotero research library, local or web. (5,265 stars, MIT, needs API key)
- [Ask Jev](https://appsgit.com/mcp-servers/ask-jev): Evaluate state with typed choice, score, and probability questions. (5,174 stars, MIT, needs API key)
- [Jitsu](https://appsgit.com/mcp-servers/jitsu): Manage Jitsu data pipelines: destinations, streams, connections, functions, live events. (5,101 stars, MIT, official)
- [Exa](https://appsgit.com/mcp-servers/exa): Connect AI agents to Exa for web search, content fetching, and multi-step research. (5,088 stars, MIT, official)
- [Ha MCP](https://appsgit.com/mcp-servers/ha-mcp): Comprehensive Model Context Protocol server for managing Home Assistant through AI assistants. (4,964 stars, MIT)
- [Tradingview MCP](https://appsgit.com/mcp-servers/tradingview-mcp): Real-time market data, screeners, technical analysis & backtesting for stocks, crypto and forex. (4,948 stars, MIT)
- [agent-device](https://appsgit.com/mcp-servers/agent-device): MCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps. (4,907 stars, MIT, official)
- [Firebase MCP Server](https://appsgit.com/mcp-servers/firebase-mcp-server): Gives AI development tools Firebase-specific capabilities and expertise. (4,472 stars, MIT)
- [MCP Server Chart](https://appsgit.com/mcp-servers/mcp-server-chart): A Model Context Protocol server for generating charts using AntV. (4,391 stars, MIT, needs API key)
- [Unity MCP Server](https://appsgit.com/mcp-servers/unity-mcp-server): Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and Unity games. (4,391 stars, Apache-2.0)
- [MCP Server Cloudflare](https://appsgit.com/mcp-servers/mcp-server-cloudflare): Model Context Protocol (MCP) is a new, standardized protocol for managing context between large language models (LLMs) and external systems. (4,360 stars, Apache-2.0, official, needs API key)
- [Flint Chart](https://appsgit.com/mcp-servers/flint-chart): 🪄 Flint is a visualization language that lets AI agents reliably create expressive, good-looking charts from simple, human-editable chart specs. (4,343 stars, MIT, official)
- [Dagu](https://appsgit.com/mcp-servers/dagu): Self-hostable workflow orchestrator for teams whose main work isn't orchestration. (4,289 stars, GPL-3.0)
- [Excel MCP Server](https://appsgit.com/mcp-servers/excel-mcp-server): Create, read and edit Excel workbooks without Microsoft Excel. (4,212 stars, MIT)
- [Design Extract](https://appsgit.com/mcp-servers/design-extract): Extract any website's complete design system with one command. (4,175 stars, MIT)
- [Basic Memory](https://appsgit.com/mcp-servers/basic-memory): Local-first knowledge management with bi-directional LLM sync via Markdown files. (4,108 stars, AGPL-3.0)
- [Google Ads + Meta Ads + SEO/GEO MCP](https://appsgit.com/mcp-servers/google-ads-meta-ads-seo-geo-mcp): Google Ads, Meta Ads, SEO, GEO & GA4 MCP by Ryze AI - audits, reports, keywords, Search Console. (4,107 stars, MIT)
- [NotFair](https://appsgit.com/mcp-servers/notfair): OAuth MCP for Google, Meta, X, LinkedIn, Reddit, TikTok, GSC, GA4, WordPress and GHL. (3,904 stars, MIT)
- [Hyperresearch](https://appsgit.com/mcp-servers/hyperresearch): Convert Claude Code or Codex into the most intelligent Deep Research Agent. (3,794 stars, MIT)
- [LinkedIn MCP Server](https://appsgit.com/mcp-servers/linkedin-mcp-server): Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages. (3,766 stars, Apache-2.0)
- [Azure MCP Server](https://appsgit.com/mcp-servers/azure-mcp-server): All Azure MCP tools to create a seamless connection between AI agents and Azure services. (3,738 stars, MIT, official)
- [Microsoft Fabric MCP Server](https://appsgit.com/mcp-servers/microsoft-fabric-mcp-server): MCP tools for interacting with Microsoft Fabric. (3,738 stars, MIT, official)
- [Template MCP Server](https://appsgit.com/mcp-servers/template-mcp-server): Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration. (3,738 stars, MIT, official)
- [Butterbase AI MCP Server](https://appsgit.com/mcp-servers/butterbase-ai-mcp-server): Butterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys. (3,686 stars, Apache-2.0, needs API key)
- [DBHub](https://appsgit.com/mcp-servers/dbhub): Token-efficient database MCP server for PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, SQLite. (3,610 stars, MIT, needs API key)
- [MCP Grafana](https://appsgit.com/mcp-servers/mcp-grafana): An MCP server giving access to Grafana dashboards, data and more. (3,530 stars, Apache-2.0, official, needs API key)
- [RevoGrid DataGrid MCP](https://appsgit.com/mcp-servers/revogrid-datagrid-mcp): Token-free MCP server for structured RevoGrid Core, Pro, and Enterprise knowledge retrieval. (3,448 stars, MIT)
- [Sem](https://appsgit.com/mcp-servers/sem): Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI agents. (3,397 stars, Apache-2.0, official)
- [Davinci Resolve MCP](https://appsgit.com/mcp-servers/davinci-resolve-mcp): MCP server integration for DaVinci Resolve Studio. (3,386 stars, MIT)
- [Socraticode](https://appsgit.com/mcp-servers/socraticode): MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs. (3,336 stars, AGPL-3.0, needs API key)
- [LINQ to DB](https://appsgit.com/mcp-servers/linq-to-db): Inspect database schemas and execute SQL queries across multiple database providers with LINQ to DB. (3,332 stars, MIT)
- [Google Workspace MCP](https://appsgit.com/mcp-servers/google-workspace-mcp): Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool. (3,291 stars, MIT)
- [Neo](https://appsgit.com/mcp-servers/neo): Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and… (3,284 stars, MIT)
- [ShipSwift](https://appsgit.com/mcp-servers/shipswift): 40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP. (3,234 stars, MIT)
- [Cortex](https://appsgit.com/mcp-servers/cortex): Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown. (3,232 stars, MIT)
- [Fli](https://appsgit.com/mcp-servers/fli): Google Flights MCP, CLI and Python Library. (3,210 stars, MIT)
- [Arxiv MCP Server](https://appsgit.com/mcp-servers/arxiv-mcp-server): Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP. (3,197 stars, Apache-2.0)
- [Ddgs](https://appsgit.com/mcp-servers/ddgs): A metasearch library that aggregates results from diverse web search services. (3,003 stars, MIT)
- [Argent](https://appsgit.com/mcp-servers/argent): Drive iOS Simulators, Android emulators, TVs and Electron/web apps from your coding agent. (2,984 stars, Apache-2.0, official)
- [Js Reverse MCP](https://appsgit.com/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。. (2,898 stars, Apache-2.0)
- [Omnara](https://appsgit.com/mcp-servers/omnara): Deploy durable AI agents with Omnara, an open-source managed-agent platform. (2,893 stars, Apache-2.0, official)
- [Vexa](https://appsgit.com/mcp-servers/vexa): Meeting bot and transcripts for Google Meet, Teams and Zoom. (2,856 stars, Apache-2.0, official, needs API key)
- [EdgarTools](https://appsgit.com/mcp-servers/edgartools): Open-source SEC EDGAR toolkit — 13 tools, 7 prompts, every filing type. (2,776 stars, MIT)
- [MCP Proxy](https://appsgit.com/mcp-servers/mcp-proxy): A bridge between Streamable HTTP and stdio MCP transports. (2,772 stars, MIT, needs API key)

## FAQ

### What is an MCP server?

An MCP server is a small program that exposes tools, data or prompts to an AI assistant through the Model Context Protocol, an open standard. The assistant (the MCP client) calls the server's tools, for example to query a database, open a GitHub issue or browse a web page.

### How do I install an MCP server?

Local servers run as a command such as npx -y <package>, uvx <package> or docker run. Add that command to claude_desktop_config.json for Claude Desktop, run claude mcp add for Claude Code, or put it in .cursor/mcp.json (Cursor) or .vscode/mcp.json (VS Code). Remote servers only need their URL. Every server page on appsgit has ready-made snippets for all four clients.

### Are MCP servers free?

Every server listed here is open source, so running it costs nothing. Many servers wrap a commercial API, though, and need an API key for that service, which may be paid. Pages flag those servers with a Needs API key badge and list the environment variables to set.

### What does Official mean?

Official means the server is published by the vendor itself: either under a verified domain namespace in the official MCP registry (such as com.stripe/...), or from a GitHub organization with a verified domain. 231 servers on appsgit are official.

### How are MCP servers chosen?

Servers come from the official MCP registry plus GitHub repositories tagged mcp-server with 200+ stars. A server is listed only if it has a GitHub repository, a recognised open-source license, a real description, a commit in the last six months, an install path (npm, PyPI, Docker or NuGet package, or a remote URL) and either 100+ stars or an official publisher.

### What are the most popular MCP servers?

By GitHub stars, the most popular MCP servers listed on appsgit are Browser Use, Gemini CLI, Worldmonitor. See the trending list for the servers gaining stars fastest right now.

### Are MCP servers safe to run?

A local MCP server runs with your user's permissions and an assistant can call any tool it exposes, so treat it like any other software you install: prefer official or well-maintained servers, read the README, give API tokens the narrowest scope possible and review tool calls before approving them.

JSON API: https://appsgit.com/api/v1/mcp-servers

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Source: appsgit (https://appsgit.com), the app store for github. Data from the GitHub API, refreshed nightly.
Machine access: JSON API https://appsgit.com/api/v1/apps (OpenAPI: https://appsgit.com/openapi.json), MCP server https://mcp.appsgit.com/mcp, full index https://appsgit.com/llms-full.txt.