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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

44,737real tools
29,284callable over HTTPS
19,913measured
6,428proven reliable
AppContext Not measured yet

Live iOS Simulator and browser screenshots, logs, and a personal MCP hub for AI coding agents.

Package npm : appcontext-mcp · website · measurements and details
android Not measured yet

Android MCP — ADB-based device, apps, UI, logcat, emulator, files, system, debug

Package npm : @us-all/android-mcp · website · measurements and details
Ambient Context MCP Not measured yet

Local Windows ambient context (presence, foreground app, battery) as privacy-gated MCP tools.

Package mcpb : https://github.com/nassie256/ambient-context-mcp/releases/download/v0.7.1/ambient-context-mcp-v0.7.1.mcpb · website · measurements and details
app-publish Not measured yet

MCP server for App Store Connect & Google Play Console — iOS/Android app management

Package npm : app-publish-mcp · website · measurements and details
Android Security Analyzer Reliable (measured) · 100% over 42 checks

MCP server for static security analysis of Android source code

MCP endpoint : https://android-security-analyzer.ako-labs.workers.dev/mcp · website · measurements and details
App Store Trends MCP Being measured · 0% over 2 checks

App Store and Play downloads and charts over time, Android uses bundle ID. Free key at trendsmcp.ai

MCP endpoint : https://app-store.api.trendsmcp.ai/mcp · website · measurements and details
mobai-mcp Not measured yet

AI-powered mobile device automation for Android and iOS devices, emulators, and simulators

Package npm : mobai-mcp · website · measurements and details
Expo Android MCP Not measured yet

MCP server for Android emulator automation via ADB.

Package npm : @fndchagas/expo-android · website · measurements and details
pyjab-mcp Not measured yet

Drive Java desktop apps from an AI agent, through the JVM's own accessibility tree

Package pypi : pyjab-mcp · website · measurements and details
XCRS Mobile & TV Automation Not measured yet

MCP tools for testing mobile and TV apps on iOS simulators, Android phones, and Apple/Android TV.

Package cargo : xcrs · website · measurements and details
clousd-mcp Flaky · 93% over 15 checks

A real Android phone in the cloud for MCP agents: observe the screen, act, reset to a saved state.

MCP endpoint : https://api.clousd.com/mcp · website · measurements and details
Android Management API Being measured · 0% over 2 checks

Remote enterprise management of Android devices and apps

MCP endpoint : https://androidmanagement.googleapis.com/mcp · measurements and details
adb-mcp: Android emulator and device control over adb Not measured yet

Drive an Android emulator or device over adb: screenshot, inspect UI, tap, type, build and test.

Package oci : ghcr.io/iksnerd/adb-mcp:0.23.0 · website · measurements and details
App Store Trends API Being measured · 0% over 2 checks

App downloads and chart ranking trends for iOS and Android. Free key at trendsapi.ai

MCP endpoint : https://app-store.api.trendsapi.ai/mcp · website · measurements and details
Oh My Android Not measured yet

AI agents see and drive the Android Emulator: screenshots, UI in dp, tap, dark mode, RTL, logcat.

Package mcpb : https://github.com/ateymoori/oh-my-android/releases/download/v0.4.6/oh-my-android-0.4.6.mcpb · website · measurements and details
Ramus Android Private (key required)

Disposable cloud Android emulators for coding agents: run an APK or PR build, tap, type, screenshot.

MCP endpoint : https://api.ramus.dev/api/mcp · website · measurements and details
HinduCalendar — panchang, festivals & muhurta Flaky · 86% over 7 checks Does the job (tested) · 5/5

Daily panchang, festivals, muhurta and birth details, identical to the HinduCalendar Android app.

MCP endpoint : https://hinducalendar.app/mcp · website · measurements and details
AppCreator24 – Android App & APK Builder Being measured · 100% over 1 checks

AI app builder and APK maker for Android. Create and edit apps without coding.

MCP endpoint : https://www.appcreator24.com/api_ai/mcp/mcp.php · website · measurements and details
AppGoblin - App Store ASO & App Intel Private (key required)

Research iOS and Android apps, use keyword marketing tools, see app installs, revenue and sdks.

MCP endpoint : https://appgoblin.info/api/v1/mcp · measurements and details
Java class CAFEBABE, bytes discarded Not measured yet

Java class CAFEBABE, bytes discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/class-ok/mcp · website · measurements and details

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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