MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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MCP server for HTTP API testing with Playwright. Supports full CRUD operations, path/query parameters, and comprehensive error handling for API automation workflows.
npm MIT -
MCP server for testing iOS apps on a real iPhone or iPad with an AI agent: build, install, tap, type, Siri, screenshots, logs, files and audio
MIT ★ 1 -
AI-powered App Test Automation MCP Server - iOS, Android, Flutter, React Native, Web
MIT -
Let AI agents test your iOS app in the Simulator — tap, type, swipe and assert, no testIDs needed. CLI + MCP server, zero dependencies.
MIT ★ 3 -
MCP server, command line and TypeScript library that test, drive and measure iOS and Android apps on simulators, emulators and real phones.
npm MIT ★ 1 -
AI-driven Android & iOS app testing over MCP: explore from a prompt, verify checkpoints, keep the evidence.
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@mobilepixel/mcpgithub.com/mrtrotskiy/mobilepixelupdated this year
AI-powered MCP server for mobile testing: 20 free tools for iOS & Android automation via Claude/Cursor. Natural language commands, Appium-based, npx ready. Pro adds OCR, visual regression, parallel execution.
npm Apache-2.0 -
MCP server for iOS app testing — see inside your running app: network calls, WebSocket frames, logs, storage, screen layout, and API mocking. Works with Claude Code, Cursor, Codex, Windsurf.
MIT ★ 1 -
Open-source test automation for Android, iOS, web, smart TV (Android TV, Tizen, webOS) and Bluetooth (BLE) devices. Write tests as CSV/YAML, record them live, or let an AI agent build them over MCP. Self-healing locators: XPath, text, OCR, image.
pypi Apache-2.0 ★ 99 -
The fastest MCP server for iOS development. 49 tools free, one Swift binary, zero dependencies. xcresult parsing, WDA UI automation, structured test results.
MIT ★ 10 -
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.
MIT ★ 407 -
Map and audit any mobile app from your AI agent. Every screen and the route to it, plus WCAG 2.2, performance, store and security audits, on Android and iOS. No SDK, no test IDs, no source code.
MIT ★ 3 -
MCP server for iOS app testing — see inside your running app: network calls, WebSocket frames, logs, UserDefaults, screen layout, and API mocking. Works with Claude Code, Cursor, Codex, Windsurf.
npm MIT -
Wopee.io MCP server: connect Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf or any MCP client to Wopee.io, the AI testing agent for web apps. Crawl your app, generate test cases, run them in a real browser, fetch results and file GitHub issues from chat.
npm MIT ★ 4 -
MCP server for the full iOS development lifecycle — 55 tools for building, testing, debugging, UI automation, and more. Native Swift binary.
MIT ★ 3 -
🔌 Exposes MEOK over MCP — Test MCP — golden-file + schema-drift + tool-failure tests for any MCP server. Drop-in pre-publish gate, pytest template, HMAC-signed reports, Shields.io grade badge. By MEOK AI Labs.
MIT -
A real Mac for your coding agent: build, test, run, and tap through iOS apps from any machine
MIT -
siteglass-mcpgithub.com/siteglassio/siteglass-mcpupdated this year
MCP server for siteglass.io — agent-driven web QA: register a site, scan it, auto-generate and run E2E test flows, read results + replay. Pay-per-action in credits over Bitcoin Lightning.
npm MIT -
MCP server and CLI for iOS development — build, test, automate, and diagnose from any AI agent or terminal.
MIT ★ 2 -
xcodebazelmcpgithub.com/xcodebazelmcp/xcodebazelmcpupdated this year
A Model Context Protocol server and CLI for Bazel-based iOS build and test workflows.
npm MIT -
A real Mac for your coding agent: build, test, run, and tap through iOS apps from any machine. CLI and MCP server.
npm MIT -
XcodeBazelMCPgithub.com/DebugSwift/XcodeBazelMCPupdated this year
MCP server and CLI for Bazel-based Apple platform development — tools for iOS, macOS, tvOS, watchOS, visionOS builds, testing, debugging, and device workflows.
MIT ★ 9 -
Build mobile SDK demo apps and packages (Android, iOS, Flutter, React Native) and publish to a shared folder, Google Play internal testing and TestFlight.
MIT -
AI agents and skills for Flutter, Android, iOS, React Native and Kotlin Multiplatform — a Claude Code and Codex plugin and an MCP server for reviews, debugging, tests, architecture, security and Firebase.
npm MIT -
VibeView CLI -- run your app on cloud iOS simulators, Android emulators, Apple TV, Android TV and Roku devices: a React Native dev loop, device control for you or your coding agent (CLI or MCP), and tests from CI
npm UNLICENSED -
mcp-registry-findergithub.com/bharat3645/mcp-registry-finderupdated this year
Zero-dependency Node MCP server with 4 tools for searching the official MCP registry (registry.modelcontextprotocol.io) - find servers by keyword, inspect details, get install snippets. Node >=18, stdio transport, node:test suite with recorded fixtures.
MIT -
[![docker]](https://hub.docker.com/r/gatlingcorp/gatling-mcp-server) [![npm]](https://www.npmjs.com/package/@gatling.io/gatling-mcp-server)
npm Apache-2.0 -
Mobster CLI and MCP server. Let Claude Code, Codex and Cursor drive a real iPhone or iOS simulator and check what's on screen.
pypi MIT ★ 7 -
Fastest cross-platform E2E Automation for Mobile & Web
Apache-2.0 ★ 103 -
Eyes and hands for AI agents on mobile devices. MCP server for Android & iOS.
npm SEE LICENSE IN LICENSE -
0-code mobile analytics that auto-understands what your app is doing. Community hub for the Drengr SDKs: issues, discussions & releases.
NOASSERTION -
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NOASSERTION ★ 1 -
Drive a real, stock iPhone (and any macOS app) from any MCP client via iPhone Mirroring — no Developer Mode, no Xcode, no WebDriverAgent. Tap, swipe, type, OCR, plus replayable AI-authored test skills.
npm Apache-2.0 ★ 297 -
ScreenForgegithub.com/jhinzzz/ScreenForgeupdated this year
AI-driven cross-platform UI automation engine for Android, iOS, and Web. Your Agent inspects, decides, and acts — ScreenForge executes and generates pytest scripts with self-healing.
MIT ★ 6 -
smixgithub.com/goliajp/smixactive
AI-native cross-platform mobile automation (iOS Simulator + Android emulator), maestro yaml dialect superset
Apache-2.0 ★ 4 -
phantom-touchgithub.com/hieudtr8/phantom-touchupdated this year
MCP server for iOS simulator automation — with clipboard-based text input that works with React Native
npm MIT -
Guarded MCP tools for AI-assisted mobile build, Appium testing, security scanning, verification, and fix-retest loops.
MIT ★ 12 -
Enable programmatic iOS app control for humans and AI agents
Apache-2.0 ★ 4 -
zeno-mobile-runnergithub.com/johnmikel/zeno-mobile-runnerupdated this year
Deterministic mobile UI checks for AI coding agents. One Zig binary drives real iOS/Android devices, returns a typed pass/fail, and writes a replayable trace you can gate a merge on. No LLM inside.
MIT ★ 5 -
tappgithub.com/aarwitz/tappactive
Let coding agents prove UI changes on real iOS, Android, and web surfaces—with inspectable evidence, replayable journeys, and deterministic CI.
npm MIT ★ 4 -
@argustest/argusgithub.com/ablevarghese/homebrew-tapupdated this year
iOS Device Monitoring for AI Development - MCP Server for Claude Code
npm SEE LICENSE IN LICENSE -
Zeptap for Mac: give your AI agents control of your real iPhone. Downloads and release notes.
★ 2 -
podium-mcpgithub.com/hoainho/podium-mcpupdated this year
One MCP server, 51 tools for AI agents on mobile + canvas UIs: iOS & Android automation, Maestro E2E, evidenced assertions, React Native/Metro debugging — plus a no-vision canvas/WebGL brain (Pixi/Konva/Fabric/Phaser/Three/Babylon) that drives game UIs like DOM elements, ~5x cheaper than screenshot loops.
MIT ★ 6 -
maestro-mcp-servergithub.com/fitz3897-dotcom/maestro-mcp-serverupdated this year
MCP server for controlling Android/iOS devices and apps via Maestro
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Local MCP server that compares a mobile app screen (Android or iOS Simulator) with its Figma design
MIT -
mcpgithub.com/Zeptap/mcpactive
MCP server configs, skill and stdio relay for Zeptap: let AI agents operate a real iPhone from a Mac.
MIT ★ 10 -
MCP server for PGYER: upload Android, iOS and HarmonyOS apps and manage apps and versions
npm MIT -
npx launcher for the Testa MCP server (iOS Simulator E2E driver for AI agents). Requires the native `testa` binary — install it with Homebrew.
npm MIT -
Let coding agents verify UI changes on real iOS, Android, and web surfaces, then enforce reviewed proof in deterministic CI.
npm MIT -
Mobile app automation for AI agents and people: Android emulators and phones, iOS simulators and iPhones, TVs, Wear OS and Meta Quest panels, driven from one Go binary through a CLI, an MCP server and five clients.
Apache-2.0 ★ 2 -
Let AI agents control real iPhones over MCP, without WebDriverAgent, Xcode or a Mac. Hosted server for Claude, ChatGPT, Cursor, Codex and VS Code.
MIT -
Tapline host: lets AI agents see and drive your own React Native / Expo app on a test phone on the same Wi-Fi (MCP server and CLI).
npm MIT -
lazy_mobile_mcpgithub.com/leaf76/lazy_mobile_mcpupdated this year
Local MCP server for Android/iOS mobile automation and performance telemetry via ADB, simctl, devicectl, and WebDriverAgent.
MIT ★ 1 -
LINC nerve — release mirror of LINC Innovations' device tooling (Apache-2.0)
Apache-2.0 ★ 1 -
LINC crucible — release mirror of LINC Innovations' device tooling (Apache-2.0)
Apache-2.0 -
MCP server for BetaDrop — publish iOS and Android beta builds and get an instant over-the-air install link, without leaving your AI editor.
MIT -
A fast control layer for the Android emulator and iOS Simulator, for coding agents: a CLI and MCP server with millisecond screenshots, UI trees and taps.
npm MIT -
AI 測試大師 — MCP server driving pytest / Jest / Cypress / Go / Maestro. Analyze, generate, run, advise. Web + Mobile (iOS/Android/BlueStacks).
MIT ★ 38 -
MCP (Model Context Protocol) server that bridges AI assistants with Xcode, enabling full control over Xcode projects, builds, simulators, testing, and debugging — all without touching Xcode manually.
MIT ★ 1 -
Let any LLM drive a real iPhone — MCP server for the macOS iPhone Mirroring app plus Xcode/simulator/device test automation. 63 tools, Swift, no jailbreak.
MIT ★ 9