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Most reliable mobile AI agent tools

As of the latest check, Glimind tracks 93 mobile AI agent (MCP) tools, of which 2 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
android_ui_dump
io.github.saloprj/dialogbrain
healthyGet UI structure dump from the Android device. Uses dumpsys (uiautomator OOM-kills on this build). Returns window list and focused activity alternatives
android_current_app
io.github.saloprj/dialogbrain
healthyGet the currently focused app and activity on the Android device.alternatives
mobile.screen.observe
mobridge-mcp
unknownAI eyes: a lean list of on-screen text + actionable controlsalternatives
ios_audit_accessibility
AKAICH00/iOS Simulator MCP Server
unknownAccessibility issuesalternatives
press_home_button
@gavrix/appium-mcp
unknownSimulates pressing the home button to send apps to background (iOS and Android).alternatives
get_device_logs
@gavrix/appium-mcp
unknownRetrieves console logs from the connected device/simulator.alternatives
mobile_launch_app
pymobile-mcp
unknownLaunch an app by package/bundle ID.alternatives
mobile_terminate_app
pymobile-mcp
unknownTerminate a running app.alternatives
mobile_long_press_on_screen_at_coordinates
pymobile-mcp
unknownLong press at specified coordinates.alternatives
mobile_list_elements_on_screen
pymobile-mcp
unknownList UI elements on the screen.alternatives
mobile_press_button
pymobile-mcp
unknownPress a hardware button (HOME, VOLUME_UP, VOLUME_DOWN).alternatives
mobile_open_url
pymobile-mcp
unknownOpen a URL on the device.alternatives
mobile_swipe_on_screen
pymobile-mcp
unknownSwipe on the screen.alternatives
mobile_install_app
pymobile-mcp
unknownInstall an app (destructive, gated).alternatives
mobile_uninstall_app
pymobile-mcp
unknownUninstall an app (destructive, gated).alternatives
mobile_take_screenshot
mobitru-mcp-server
unknownTake a screenshot of the current mobile device screen.alternatives
mobile_tap
mobitru-mcp-server
unknownTap at specified coordinates on the mobile device.alternatives
android_wait_for
xleepy/Android DevTools MCP
unknownWait for a selector and semantic statealternatives
mobile_get_accessibility_tree
mobitru-mcp-server
unknownGet the accessibility tree of the current mobile screen.alternatives
mobile_launch_app
io.github.mobile-next/mobile-mcp
unknownLaunch an app using its package namealternatives
get_mobile_device_status
tarunmalpani/pulse-mcp-bridge
unknownBattery level, active route/screen, OS/platform, and connectedAt from the running appalternatives
check_mobile_connection
tarunmalpani/pulse-mcp-bridge
unknownPings /status and returns a friendly human-readable connection summary plus the raw status JSON, or a clean unreachable erroralternatives
get_mobile_screenshot
tarunmalpani/pulse-mcp-bridge
unknownLive screenshot of whatever screen is currently showing on the app, returned as an inline imagealternatives
get_saved_bug_reports
tarunmalpani/pulse-mcp-bridge
unknownAll bug reports auto-saved on the device, each with its full steps, logs, and device info snapshotalternatives
update_app_info
io.github.AgiMaulana/HuaweiAppGalleryMcp
unknownUpdate app metadata in the AppGallery Connect draftalternatives
mobile.list_devices
leaf76/lazy_mobile_mcp
unknownList available Android/iOS devices.alternatives
mobile.select_device
leaf76/lazy_mobile_mcp
unknownSelect the active device for subsequent operations.alternatives
mobile.get_capabilities
leaf76/lazy_mobile_mcp
unknownGet capabilities of the selected device.alternatives
mobile.screenshot
leaf76/lazy_mobile_mcp
unknownCapture a screenshot of the device.alternatives
mobile.tap
leaf76/lazy_mobile_mcp
unknownTap at specified coordinates.alternatives
mobile.swipe
leaf76/lazy_mobile_mcp
unknownSwipe from start to end coordinates.alternatives
mobile.input_text
leaf76/lazy_mobile_mcp
unknownInput text into the focused field.alternatives
mobile.launch_app
leaf76/lazy_mobile_mcp
unknownLaunch an app on the device.alternatives
mobile.stop_app
leaf76/lazy_mobile_mcp
unknownStop a running app.alternatives
mobile.dump_ui
leaf76/lazy_mobile_mcp
unknownDump the current UI hierarchy.alternatives
mobile.press_key
leaf76/lazy_mobile_mcp
unknownPress a hardware key.alternatives
mobile_click_on_screen_at_coordinates
pymobile-mcp
unknownClick at specified coordinates on the screen.alternatives
mobile_double_tap_on_screen
pymobile-mcp
unknownDouble tap on the screen.alternatives
mobile_take_screenshot
mobile-mcp-ai1
unknown截图alternatives
mobile_get_screen_size
mobile-mcp-ai1
unknown屏幕尺寸alternatives
mobile_observe
Brad-Fullwood/bc-rig
unknownReturn compact referenced native state, optionally filtered or full.alternatives
mobile_screenshot
Brad-Fullwood/bc-rig
unknownSave emulator visual evidence.alternatives
mobile_wait
mobile-mcp-ai1
unknown等待alternatives
mobile_launch_app
mobile-mcp-ai1
unknown启动应用alternatives
mobile_terminate_app
mobile-mcp-ai1
unknown终止应用alternatives
mobile_open_app
mobitru-mcp-server
unknownOpen a specific app on the mobile device.alternatives
mobile_mcp_ai
congwa/Mobile MCP Server
unknownMobile MCP AI server providing 39 mobile automation tools for Android and iOSalternatives
mobile_act
Brad-Fullwood/bc-rig
unknownLaunch/stop/connect/tap/type/back/reset/wait and return resulting compact state.alternatives
list_packages
Feliicks/android-sqlite-mcp
unknownLists installed Android application packages on the device, optionally filtered by a query.alternatives
mobile_click_by_text
mobile-mcp-ai1
unknown文本点击alternatives
mobile_click_by_id
mobile-mcp-ai1
unknownID 点击alternatives
mobile_list_apps
iflow-mcp-test111ddff-hash-mobile-mcp-ai
unknown列出应用alternatives
get_mobile_app_logs
tarunmalpani/pulse-mcp-bridge
unknownRecent structured log entries captured in the app; optionally filter by levelalternatives
mobile_get_screen_size
io.github.mobile-next/mobile-mcp
unknownGet the screen size of the mobile device in pixelsalternatives
mobile_get_orientation
io.github.mobile-next/mobile-mcp
unknownGet the current screen orientation of the devicealternatives
mobile_set_orientation
io.github.mobile-next/mobile-mcp
unknownChange the screen orientation (portrait/landscape)alternatives
mobile_terminate_app
io.github.mobile-next/mobile-mcp
unknownStop and terminate a running appalternatives
mobile_install_app
io.github.mobile-next/mobile-mcp
unknownInstall an app from file (.apk, .ipa, .app, .zip)alternatives
mobile_uninstall_app
io.github.mobile-next/mobile-mcp
unknownUninstall an app using bundle ID or package namealternatives
mobile_take_screenshot
io.github.mobile-next/mobile-mcp
unknownTake a screenshot to understand what's on screenalternatives
mobile_save_screenshot
io.github.mobile-next/mobile-mcp
unknownSave a screenshot to a filealternatives
mobile_list_elements_on_screen
io.github.mobile-next/mobile-mcp
unknownList UI elements with their coordinates and propertiesalternatives
mobile_swipe_on_screen
io.github.mobile-next/mobile-mcp
unknownSwipe in any direction (up, down, left, right)alternatives
mobile_list_devices
iflow-mcp-test111ddff-hash-mobile-mcp-ai
unknown列出设备alternatives
mobile_check_connection
iflow-mcp-test111ddff-hash-mobile-mcp-ai
unknown检查连接alternatives
mobile_find_close_button
iflow-mcp-test111ddff-hash-mobile-mcp-ai
unknown查找关闭按钮alternatives
mobile_close_popup
iflow-mcp-test111ddff-hash-mobile-mcp-ai
unknown关闭弹窗alternatives
mobile_close_ad
iflow-mcp-test111ddff-hash-mobile-mcp-ai
unknown智能关闭广告弹窗alternatives
mobile_template_close
iflow-mcp-test111ddff-hash-mobile-mcp-ai
unknown模板匹配关闭弹窗alternatives
mobile_template_add
iflow-mcp-test111ddff-hash-mobile-mcp-ai
unknown添加 X 号模板alternatives
mobile_assert_text
iflow-mcp-test111ddff-hash-mobile-mcp-ai
unknown断言文本alternatives
mobile_get_operation_history
iflow-mcp-test111ddff-hash-mobile-mcp-ai
unknown操作历史alternatives
mobile_clear_operation_history
iflow-mcp-test111ddff-hash-mobile-mcp-ai
unknown清空历史alternatives
mobile_generate_test_script
iflow-mcp-test111ddff-hash-mobile-mcp-ai
unknown生成测试脚本alternatives
mobile.screen.app
mobridge-mcp
unknownO(1) — which app/screen am I on?alternatives
ios_audit_touch_targets
AKAICH00/iOS Simulator MCP Server
unknownCheck 44pt minimumalternatives
mobile_list_apps
pymobile-mcp
unknownList installed apps on the device.alternatives
mobile_get_screen_size
pymobile-mcp
unknownGet the screen size of the device.alternatives
mobile_type_keys
pymobile-mcp
unknownType text on the device.alternatives
mobile_save_screenshot
pymobile-mcp
unknownSave a screenshot to a file.alternatives
mobile_list_elements_on_screen
Kavya55/mobile-mcp
unknownList UI elements with their coordinates and propertiesalternatives
mobile_click_on_screen_at_coordinates
Kavya55/mobile-mcp
unknownClick at specific x,y coordinatesalternatives
diagnose_mobile_error
tarunmalpani/pulse-mcp-bridge
unknownDiagnoses the most recent problem, preferring a captured crash over a plain log message when both existalternatives
get_bug_report
tarunmalpani/pulse-mcp-bridge
unknownThe current/live step recording plus device context, for reproducing a bug in progressalternatives
mobile_dump_ui
android-mobile-mcp
unknownExtract UI elements as hierarchical JSONalternatives
mobile_take_screenshot
android-mobile-mcp
unknownCapture current screen statealternatives
mobile_click
android-mobile-mcp
unknownClick at specific coordinatesalternatives
mobile_type
android-mobile-mcp
unknownInput text into focused fieldsalternatives
mobile_swipe
android-mobile-mcp
unknownPerform swipe gesturesalternatives
mobile_list_apps
android-mobile-mcp
unknownList installed applicationsalternatives
mobile_launch_app
android-mobile-mcp
unknownStart applications by package namealternatives
mobile_key_press
android-mobile-mcp
unknownPress system buttonsalternatives
mobile.screen.find
mobridge-mcp
unknownresolve a target to a NodeRef (never coordinates)alternatives

FAQ

What are the most reliable mobile MCP tools right now?

As of the latest check, Glimind tracks 93 mobile AI agent (MCP) tools, of which 2 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.

How does Glimind rank mobile tools?

Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.

What if a mobile tool I need is down?

Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.

Live data via MCP/REST. Neutral ratings — Glimind only measures.