AppGoat
by appgoat.ai · ai.appgoat/mcp
App Store and Google Play data: apps, reviews, keywords, charts, competitors, ASO playbooks.
- Category
- Shopping and commerce
- Connection
- Remote (HTTP)
- Tools
- 26 reported
- Status
- Online
Connect it to your AI
Claude Code
claude mcp add --transport http appgoat https://api.appgoat.ai/mcpClaude, ChatGPT, Cursor and other apps
Add it as a custom connector with this URL (Streamable HTTP):
https://api.appgoat.ai/mcpThis server expects extra headers, usually an API key from its maker.
Cursor, VS Code and other apps (mcp.json)
{
"mcpServers": {
"appgoat": {
"url": "https://api.appgoat.ai/mcp"
}
}
}Tools it offers
26 tools, as the server itself reported during our check on Oct 31, 2026.
get_appLook up one App Store or Google Play app: title, subtitle, developer, category, price, rating and histogram, installs (Play), version and dates, description, languages, and the same app in the other store. Accepts any idget_reviewsRead an app's user reviews, newest first, up to 100 per page: rating, title, text, version, date, developer reply and AI tags (sentiment, intent, severity, topic) where tagged. Filter by stars (rating='1-2' for complaintget_app_historyAn app's daily metric history per country: rating, ratings count, reviews count, installs (Play), star histogram and price, one row per day a value changed (default the last 90 days), with the change over the period. Useget_app_changesWhat changed in an app's store listing, newest first, with old and new values: version, release notes, title, subtitle, description, screenshots, icon, price, IAP, privacy, in-app events, badges, featuring, installs, conget_app_keywordsThe search terms an app ranks for in a country, best rank first, with popularity (5–100) and difficulty (0–100): from the weekly keyword universe plus your tracked keywords. Call it for the app and a competitor to find kget_competitorsAn app's competitors, best first, scored from search terms both apps rank for (shared keywords) plus the store's similar-apps list. Feed the app ids into get_app or get_app_changes for a competitor digest. Cost: 1 creditsearch_appsFind apps by name or id in AppGoat's catalog of both stores (~5M apps): exact title matches first, then prefix, then substring, most-rated first. Returns store, app_id, title, developer, category, rating, ratings and priget_chartsA top free, paid or grossing chart for a store, country and category, today or on a past date: rank, app, developer, rating and the move since the previous capture (new entries marked), plus apps that dropped out. Chartskeyword_researchKeyword metrics and research for App Store / Google Play search terms: popularity (5–100), difficulty (0–100), result count and the #1 result's estimated daily downloads. include adds related terms with metrics, the storget_keyword_ranksRanking history of a watched keyword: per capture the top 10 app ids, or with app, that app's rank over time (best, worst, latest). Default the last 90 days. The id is a keyword slot of a keyword watch (list_watches andwatchWatch an app, a set of competitors or a set of keywords; significant changes become events (get_events, webhooks, daily email). kind app {app}: new versions, metadata and price changes, featuring, rating drops, review anunwatchStop watches by id (from list_watches or watch): no new events, and their watched apps and keyword slots are freed. Past events are kept. To pause instead, call watch with id and active=false. Cost: 0 credits.list_watchesYour watches (apps, competitor sets, keyword sets), newest first, with id, apps, terms, countries, event types and whether they are paused, plus watched apps and keyword slots used vs the plan's limits. Filter by kind orget_eventsSignificant changes on your watched apps and keywords, newest first: type, one-line title, AI summary, significance (0–1), app, country and the key payload fields (version, changes old → new, rating drop, rank move, charget_developerA developer's profile: name, website, country, app count, total ratings and installs, all their apps (most-rated first) and the same company in the other store. get_app shows the developer id as dev <store>:<id>. Cost: 1get_jobPoll a background store fetch that another call started (its output said refreshing or still being fetched, with a job id): status, per-country progress. When it is done, repeat the original call. Cost: 0 credits.list_connectionsThe user's connected App Store Connect, Play Console and Apple Ads accounts: connection id, provider, mode (actions or read_only), status and the linked apps. Start here before read_connection or propose_action; secretsread_connectionRead live data from one of the user's connected accounts. what='reviews' (asc, play_console): the app's own reviews with reply status, unanswered=true for those without a developer reply; their review_id feeds propose_acpropose_actionPrepare a change to the user's connected account as a DRY RUN: nothing is written. AppGoat reads the live account and returns the before → after diff, guardrail results (AI probabilities for store policy, tone and riskyapply_actionGo ahead with an action from propose_action, after the user has seen its diff and agreed. Outcomes: applied (written to the store / Apple Ads account, 1 credit; when the org has an auto-apply rule the guardrail score cleget_actionOne action from propose_action: its status (draft, pending_approval, approved, applied, failed, rejected), diff, guardrail scores, the provider result or error, the approve link and the audit trail. Use it to check whethreject_actionDiscard a draft or pending action the user does not want; nothing is written to the account. Cost: 0 credits.audit_appRun an App Audit of one app in one country: a 0–100 score, prioritised ASO actions with evidence, title / subtitle / keyword rewrites within the store character limits, and findings from listing, ratings, reviews, keyworget_auditCheck on an App Audit that audit_app started (by its id, e.g. aud_3fK9aQ2mXc81LpRt): waits up to about 25 s for it to finish, then returns the report (score, actions, metadata rewrites, findings, report page) or its statget_insightsWhat an app's users praise and complain about, from the AI tags on its reviews: top issues (topics behind negative, bug, crash, UX and pricing reviews) with last-30-days vs previous-30-days counts and sample reviews, toplist_playbooksAppGoat playbooks: step-by-step recipes (which tools to call, credit budget, decision rules, output format) for app audits, app idea research, ASO metadata rewrites, weekly competitor digests, turning reviews into GitHub
Questions
What is the AppGoat MCP server?
App Store and Google Play data: apps, reviews, keywords, charts, competitors, ASO playbooks. It is made by appgoat.ai and listed in the official MCP Registry as ai.appgoat/mcp. MCP (Model Context Protocol) is the open standard that lets AI apps like Claude, ChatGPT and Cursor use outside tools.
How do I add AppGoat to Claude?
In the Claude app or claude.ai, open Settings, then Connectors, choose "Add custom connector" and paste https://api.appgoat.ai/mcp. In Claude Code, run: claude mcp add --transport http appgoat https://api.appgoat.ai/mcp
How do I add AppGoat to ChatGPT?
ChatGPT can use remote MCP servers as connectors. In ChatGPT settings, under Apps and Connectors, turn on developer mode if asked, create a new connector and paste https://api.appgoat.ai/mcp.
How do I add AppGoat to Cursor?
Open Cursor settings, go to MCP, choose "Add new MCP server" (or edit ~/.cursor/mcp.json) and add: { "mcpServers": { "appgoat": { "url": "https://api.appgoat.ai/mcp" } } }
Does AppGoat work right now?
Yes. It responded when we last checked on 31 Oct 2026. We check remote MCP servers every day.
What can AppGoat do?
It gives your AI 26 tools, including get_app, get_reviews, get_app_history, get_app_changes, get_app_keywords. The full list is on this page.
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Markdown (GitHub README)
[](https://chen.media/mcp/ai-appgoat-mcp)HTML (switches to dark mode on its own)
<a href="https://chen.media/mcp/ai-appgoat-mcp"><picture><source media="(prefers-color-scheme: dark)" srcset="https://chen.media/mcp/badge/ai-appgoat-mcp.svg?theme=dark"><img src="https://chen.media/mcp/badge/ai-appgoat-mcp.svg" alt="Listed on chen.media/mcp" height="40"></picture></a>More in Shopping and commerce
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