MCP servers · by job

Mobile development MCP servers

51 MCP servers that build, run and debug iOS and Android apps. 15 are SAFE, 12 CAUTION and 24 BLOCK. Ranked by trust score; each card opens the full audit.

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ModelsAtlas. “Mobile development MCP servers”. Retrieved 29 Oct 2026. https://modelsatlas.com/mcp/topic/mobile/page/2

Verdicts · 51 servers

✓SAFE15!CAUTION12✕BLOCK24

Transports

A server can list more than one transport.

Tool risk

10

servers expose at least one destructive tool: delete, overwrite or run. The median server with a readable tool list exposes 9 tools.

Servers with no destructive tools →

51 mobile development servers

25–48 of 51 · ranked by trust score, then stars

glass

fixed-width/glass

!CAUTION C

MCP server: build → see → interact → debug loop over native GUI apps

★ 18Not listed in sourcestreamable-http

simframe

lvlrSajjad/simframe

!CAUTION C

Always-warm iOS Simulator frames for coding agents — read the screen in ~20ms instead of waiting on a screenshot. MCP server + CLI.

★ 01 destructivestdio

reconbridge

lm060719/reconbridge

!CAUTION C

通用逆向分析 KernelSU 模块:手机侧只做原子能力,智能全在 PC 侧(Claude Code + MCP)。仅限授权安全研究与教育用途。

★ 283 destructivestreamable-http

HttpRunner

httprunner/httprunner

✕BLOCK D

HttpRunner 是一款开源的 API/UI 测试框架,简单易用,功能强大,具有丰富的插件化机制和高度的可扩展能力。

★ 4,2982 readstdio

Apple Events

fradser/mcp-server-apple-events

✕BLOCK D

MCP server providing native macOS integration with Apple Reminders and Calendar via EventKit

★ 2161 writestdio

Apple Reminders

fradser/mcp-server-apple-reminders

✕BLOCK D

MCP server providing native macOS integration with Apple Reminders and Calendar via EventKit

★ 2161 writestdio

Xcode

lapfelix/xcodemcp

✕BLOCK D

MCP server for Xcode that wraps its AppleScript interface & uses XCLogParser to return clear build results

★ 596 writesse

Uiautomator2

tanbro/uiautomator2-mcp-server

✕BLOCK D

A MCP (Model Context Protocol) server that provides tools for controlling and interacting with Android devices using uiautomator2.

★ 506 destructivestdio

App Store Connect

sardorbekr/appstore-connect-mcp

✕BLOCK D

A Model Context Protocol (MCP) server for Apple's App Store Connect API

★ 229 destructivestdio

Flutter Inspector

arenukvern/mcp_flutter

✕BLOCK D

MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - via closed feedback loop (visual & semantic snapshot) and high client side customization adaptable for any Flutter app. Nowadays it is often called as agentic harness.

★ 382Not listed in sourcestdio

WebDriverIO

webdriverio/mcp

✕BLOCK D

A Model Context Protocol (MCP) server that enables AI assistants to interact with web browsers and mobile applications using WebDriverIO. Automate Chrome browsers, iOS apps, and Android apps—all through a unified interface.

★ 412 destructivestdio

mobium

mobiumdev/mobium

✕BLOCK D

Mobile app automation for AI agents and humans: Android emulators and phones, iOS simulators and iPhones, driven from one Go binary through a CLI, an MCP server and five clients.

★ 1Not listed in sourcestdio

xcodebuildmcp

getsentry/XcodeBuildMCP

✕BLOCK D

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

★ 6,4764 readstdio

Mobile Build

getsentry/mobilebuildmcp

✕BLOCK D

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

★ 6,4164 readstdio

XcodeBuild

cameroncooke/xcodebuildmcp

✕BLOCK D

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

★ 6,4084 readstdio

XcodeBuild

getsentry/xcodebuildmcp

✕BLOCK D

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

★ 6,4084 readstdio

Itsyconnect

nickustinov/itsyconnect-macos

✕BLOCK D

Better App Store Connect

★ 1251 writestreamable-http

Kuvasz

kuvasz-uptime/kuvasz

✕BLOCK F

Kuvasz (pronounce as [ˈkuvɒs]) is an open-source uptime and SSL monitoring service, with multiple notification channels, status pages, IAC support via YAML, Prometheus integration, a complete REST API and many more!

★ 6361 read

Peekaboo

steipete/peekaboo

✕BLOCK F

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.

★ 5,1941 read

Pepper

skwallace36/pepper

✕BLOCK F

iOS dynamic library MCP for agents

★ 1054 readstdio

android-agent

Dynaevangelical2652/android-agent

✕BLOCK F

Control Android devices through ADB with this Python automation framework for task execution and phone farm scaling.

★ 45 writestreamable-http

Peekaboo 🫣 — Mac automation that sees the screen and does t

openclaw/Peekaboo

✕BLOCK F

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.

★ 5,2851 read

Heimdall App Store Connect

erayendes/app-store-connect-mcp

✕BLOCK F

Heimdall — MCP server for the Apple App Store Connect API and App Store Server API (StoreKit 2). 890 tools across 13 profiles, generated from Apple's OpenAPI spec, plus one-call macros for worldwide pricing, submission readiness and metadata diffs, and confirm-before-write safety. Works with Claude,

★ 5110 writestdio

Synorive

arturoaeriform174/Synorive

✕BLOCK F

Search your files by meaning and fact-check the web, fully offline.

★ 026 readstdio

Other jobs

By risk

Questions

How do you decide which servers are mobile development servers?
By the categories each server's own repository declares, mapped onto this job by a hand-kept table. A server can belong to more than one job, and one whose repository declares no matching category is not listed here.
Which mobile development MCP servers rank highest on trust?
Mobile Next (mobile-next/mobile-mcp), Apktool (zinja-coder/apktool-mcp-server) and Apple Doc (mightydillah/apple-doc-mcp), by trust score and then stars. Ranking never uses popularity to change a verdict.
How many mobile development servers only read?
20 of the 51 declare tools that all only read; 10 expose at least one destructive tool.

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