The real catalog of tools for AI agents

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

47,766real tools

31,719callable over HTTPS

21,475measured

6,595proven reliable

AppPage.net - Google Play & App Store data Flaky · 75% over 4 checks Fails real tasks · 0/3

Google Play & App Store app data: search, details, reviews, privacy, alternatives, top charts.

MCP endpoint : https://apppage.net/mcp · website · measurements and details

Google Play Reviews (reviews, installs, charts) Private (key required)

Google Play reviews for AI agents: reviews by language, app details, keyword ranks, top charts.

MCP endpoint : https://akhil-rajesh--google-play-reviews-scraper.apify.actor/mcp · website · measurements and details

AppGoat Being measured · 100% over 2 checks

App Store and Google Play data: apps, reviews, keywords, charts, competitors, ASO playbooks.

MCP endpoint : https://api.appgoat.ai/mcp · website · measurements and details

App Store + Google Play Data Being measured · 100% over 2 checks Real task being tested · 0/2

Live App Store and Google Play data: app details, reviews, search, top charts for 175+ storefronts.

MCP endpoint : https://appstore-mcp-623314400722.us-central1.run.app/mcp · website · measurements and details

App Review Insights Private (key required)

Analyze App Store and Google Play reviews: themes that cost stars, regressions, feature requests.

MCP endpoint : https://mcp.apify.com?tools=lsso/app-review-insights · website · measurements and details

app-intel Not measured yet

App Store & Google Play data: app details, IAP prices, reviews, top charts, estimates, rank history.

Package npm : app-intel-mcp · website · measurements and details

App Store & Google Play Review Intelligence Private (key required)

App Store + Google Play reviews: top complaints, what got worse by version, cross-store comparisons.

MCP endpoint : https://parallelstudio--app-store-review-intelligence-mcp.apify.actor/mcp · website · measurements and details

storelift Private (key required)

App Store & Google Play keyword ranks, rivals, store pages, reviews, charts and AI visibility

MCP endpoint : https://storelift.net/mcp · website · measurements and details

App Store & Google Play Reviews AI (via Apify) Private (key required)

AI summary of App Store and Google Play reviews: bugs, feature requests and critical issues.

MCP endpoint : https://mcp.apify.com/?tools=automationnation/app-store-review-miner · 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

App Store Tracker Reliable (measured) · 100% over 12 checks

iOS App Store chart rankings, app details, reviews, keywords and revenue estimates.

MCP endpoint : https://www.appstoretracker.com/api/mcp · website · measurements and details

AppmanAi Private (key required)

App Store & Google Play data for ASO: keywords, rankings, charts, reviews in 100+ countries.

MCP endpoint : https://appmanai.com/api/mcp · website · measurements and details

App Store Reviews (reviews, ratings, charts) Private (key required)

App Store reviews for AI agents: reviews by country, app details, keyword ranks, top charts.

MCP endpoint : https://akhil-rajesh--app-store-reviews-scraper.apify.actor/mcp · website · measurements and details

App Store & Google Play Not measured yet

Read-only access to App Store Connect and Google Play: apps, releases, and reviews.

Package npm : appstore-play-mcp · website · measurements and details

app-reviews Private (key required)

App Store + Google Play reviews with per-app complaint summary for agents.

MCP endpoint : https://mcp.apify.com/?tools=cybermax/app-reviews · 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

App Store Opportunity Tracker Reliable (measured) · 100% over 6 checks Partly does the job · 2/3

App Store and Google Play charts, movers and weak popular apps scored as app ideas, with no key.

MCP endpoint : https://apptracker.openkrill.app/mcp · website · measurements and details

Google Play Reviews (via Apify) Private (key required)

Google Play reviews for AI agents: any app, country or language, with developer replies.

MCP endpoint : https://mcp.apify.com/?tools=automationnation/google-play-reviews-scraper · website · measurements and details

Review Expert Private (key required)

Read, search, analyze and draft replies to App Store and Google Play reviews (OAuth sign-in).

MCP endpoint : https://mcp.review.expert · website · measurements and details

Tritonium Private (key required)

Limited-beta App Store and Google Play review analysis, source reviews, alerts and reply drafts.

MCP endpoint : https://api.tritonium.com/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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