KitScout

Categories › Software Development

Mobile apps

11 agent tools in this category, ranked by GitHub stars for now. Hands-on test results will replace this ranking as they finish.

Starter kit Draft

The three most-starred tools here. Not tested together yet.

Jidr

See and drive Android emulators on a Mac: screenshot, tap, type, UI tree, logs, root.

mcpb:https://github.com/AbdurahmanAlmehdi/jidr/releases/download/v0.4.0/jidr-mcp-0.4.0-darwin-arm64.mcpb
NativeKeel

React Native and Expo health check: upgrade blockers, store rules, crash risks, security findings

npm:nativekeel
io.github.AgiMaulana/HuaweiAppGalleryMcp

Huawei AppGallery Connect MCP: upload APK/AAB, update metadata, submit and manage app releases.

pypi:huawei-app-gallery-mcp

All tools

Works with
Type
Publisher
Runs
Status
ToolStarsLast updateLicense
Jidr
See and drive Android emulators on a Mac: screenshot, tap, type, UI tree, logs, root.
MCP serverGitHub-verified authorLocal · MCPB
6todayApache-2.0
NativeKeel
React Native and Expo health check: upgrade blockers, store rules, crash risks, security findings
MCP serverGitHub-verified authorLocal · npm
63 days agoMIT
io.github.AgiMaulana/HuaweiAppGalleryMcp
Huawei AppGallery Connect MCP: upload APK/AAB, update metadata, submit and manage app releases.
MCP serverGitHub-verified authorLocal · PyPI
46 months agoMIT
SimMirror
Drive iOS Simulators, iPhones, Android devices and macOS apps: UI snapshots, live viewer, recording.
MCP serverGitHub-verified authorLocal · PyPI
21 day agoApache-2.0
ai.robomart/robomart
Driverless delivery.
MCP serverVerified domain · robomart.aiRemote
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App Store Trends MCP
App Store and Play downloads and charts over time, Android uses bundle ID. Free key at trendsmcp.ai
MCP serverVerified domain · trendsmcp.aiRemote
———
com.clauxel.androidcliagentgate/androidcliagentgate-mcp
Remote MCP for Android CLI agent build gate, structured receipts, audit logs, and reviewer-ready evi
MCP serverVerified domain · androidcliagentgate.clauxel.comRemote
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doublespeed — Xcode as an API
Build, test and run iOS apps on a remote Mac from any machine. XcodeBuildMCP-compatible tools.
MCP serverVerified domain · doublespeed.aiLocal · npm
———
FlutterGo
Create, edit, preview, and build Flutter apps via FlutterGo.AI cloud MCP (OAuth).
MCP serverVerified domain · fluttergo.aiRemote
———
NoMac Simulator
Cloud iPhone Simulators for AI agents: build the Xcode project, read the screen, tap by label, test.
MCP serverVerified domain · nomac.appRemote
———
simulator-use
The iOS Simulator for coding agents: build Xcode projects, read the screen as text, tap by label.
MCP serverVerified domain · nomac.appLocal · npm
———

Filters apply to the top 11 of 11 tools by stars. Full list for agents: dev-mobile.json