AppGoat

ai.appgoatPublished by appgoat.aiOfficial publisherv0.2.0Updated Oct 24, 2026

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

Overview

AI-generated overview

App Store and Google Play intelligence: look up apps, reviews, keywords, charts and competitors, and draft or apply ASO changes to connected store accounts.

What you can do
Search and look up apps in both stores, with full listing details, developer profiles and daily metric history or listing changes over time. Read and filter user reviews, including AI sentiment, intent and topic tags, and summarize praise and complaints. Research keywords, see which terms an app ranks for, find competitors and read top charts by country and category. Set up watches on apps, competitor sets or keywords and review the resulting change events. Read live data from connected App Store Connect, Play Console and Apple Ads accounts, then propose, apply, check or reject changes as dry-run diffs with guardrails. Run app audits and list step-by-step ASO playbooks.
When to use it
Useful for app marketing, ASO and product work: auditing a listing, tracking keyword rankings and competitor changes, mining reviews for issues, or managing store metadata and review replies through connected accounts.
Requirements
Remote endpoint at api.appgoat.ai over streamable HTTP. An AppGoat account is needed; authentication is either OAuth sign-in or an optional API key sent in the X-API-Key header. Many tools consume AppGoat credits, and connected-account tools require the user to link App Store Connect, Play Console or Apple Ads accounts in the AppGoat dashboard.
Before you install
Most data tools spend AppGoat credits per call, and applying an action costs a credit and writes to the live store or Apple Ads account. propose_action is a dry run, but apply_action changes real listings, ads or review replies; review the diff and guardrail results first. Connected-account credentials are held by AppGoat, not returned by the tools. Watch events can also be delivered by webhook or daily email.

Installation

In SourceWeft

  1. Open AppGoat in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/ai.appgoat%2Fmcp/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "appgoat": {
      "type": "http",
      "url": "https://api.appgoat.ai/mcp"
    }
  }
}

Tools

29

get_app

Get App

Look 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 id, bundle id, package, store URL or a name. Reads stored data (refreshed from the store only when older than max_age, default 7 days) for one country (default us); add include sections for markets, versions, IAP, privacy, estimates and chart positions. Cost: 1 + 1 per country refreshed from the store (max 10) credits.

Parametersapprequiredwaitstoreformatcountryincludemax_agefull_text

get_reviews

Get Reviews

Read 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 complaints), version, date range, text (q) or AI tags (intent='bug,crash'; tag filters skip untagged reviews). Page with cursor. Cost: 1 per page + 1 if the US reviews are refreshed credits.

Parametersqapprequiredlimitsincestoretopicuntilcursorformatintentratingcountry+4 more

get_app_history

Get App History

An 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. Use it to chart growth or spot rating drops after a release. Cost: 1 + 1 per country refreshed (max 10) credits.

Parameterstoapprequiredfromstoreformatcountry

get_app_changes

Get App Changes

What 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, content rating. Use it to monitor competitors ("what did X change this month?"). Cost: 1 + 1 if the US listing is refreshed credits.

Parametersapprequiredfieldlimitsincestorecursorformatcountry

get_app_keywords

Get App Keywords

The 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 keyword gaps. Cost: 1 credits.

Parametersapprequiredlimitstorecursorformatcountrymax_rank

get_competitors

Get Competitors

An 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 credits.

Parametersapprequiredlimitstoreformatcountry

search_apps

Search Apps

Find 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 price; pass the app_id to the other tools. Cost: 1 credits.

Parametersqrequiredlimitstorecursorformatcategory

get_charts

Get Charts

A 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. Charts are captured daily for every country and category. Cost: 1 credits.

Parametersdatechartlimitstoreformatcountrycategory

keyword_research

Keyword Research

Keyword 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 store's autocomplete and the current top 10 apps; app adds that app's rank and metadata relevance per term (the core of an ASO keyword audit). Unmeasured terms are measured live (a few per call) or come back pending. Cost: 1 per keyword; 5 per seed with include=related or suggestions credits.

Parametersappwaitstoretermsrequiredformatcountryinclude

track_keywords

Track Keywords

Deprecated: use watch with kind keyword (also reports rank moves as events). Starts tracking the search ranking of terms in one or both stores and the given countries: ranked apps are captured daily from now on (idempotent; already tracked terms are reported as such). Each term × store × country uses one keyword slot of the plan; a request over the limit tracks nothing (plan_limit). Read history with get_keyword_ranks. Cost: 0 credits.

Parameterstagsdepthstorerequiredtermsrequiredformatcountries

untrack_keywords

Untrack Keywords

Deprecated: use unwatch for keyword watches. Stops tracking keywords by id (from list_tracked_keywords or track_keywords): no new rankings are recorded and their plan slots are freed. Cost: 0 credits.

Parametersidsrequired

list_tracked_keywords

List Tracked Keywords

Deprecated: use list_watches (keyword watches list their slots). Your tracked keywords with id, store, country, popularity, depth, cadence, last ranking and current top 3. Filter by store, country or a term substring. Cost: 0 credits.

Parametersqstoreformatcountry

get_keyword_ranks

Get Keyword Ranks

Ranking 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 and watch show the slot ids) or a list_tracked_keywords id. Cost: 1 credits.

Parametersidrequiredtoappfromformat

watch

Watch

Watch 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 and ratings spikes, chart entries. kind competitor_set {competitors, app?}: the same for every competitor. kind keyword {terms, store or app}: the app's rank moves per term and new apps in the top N. Watched apps count against the plan's watch limit, keyword watches use one keyword slot per term × store × country; over a limit nothing changes (plan_limit). With id, changes that watch instead (send only what changes; settings are merged; active=false pauses it). Cost: 0 credits.

Parametersidappkindnamestoretermsactiveformatsettingscountriescompetitorsevent_types

unwatch

Unwatch

Stop 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.

Parametersidsrequired

list_watches

List Watches

Your 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 or by an app they include. Cost: 0 credits.

Parametersappkindstoreformat

get_events

Get Events

Significant 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, chart rank…). Filter by type, app, watch, since and min_significance. To check for news, pass since = the created_at of the newest event already handled. Cost: 0 credits.

Parametersapptypelimitsincestorewatchcursorformatmin_significance

get_developer

Get Developer

A 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: 1 credits.

Parametersdevrequiredstoreformat

get_job

Get Job

Poll 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.

Parametersidrequiredformat

list_connections

List Connections

The 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; secrets are never returned. No connections yet: the user adds them at https://dash.appgoat.ai/connections. Cost: 0 credits.

Parametersformatprovider

read_connection

Read Connection

Read 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_action review.reply (Play only returns reviews from the last 7 days). what='listing' (asc, play_console): the current listing text for one locale with lengths and which fields are editable right now (App Store name, subtitle, description, keywords and what's new need a version in Prepare for Submission). what='ads' (apple_ads): view=campaigns → ad_groups (campaign_id) → keywords (campaign_id, ad_group_id) gives the ids the ads.* actions take, view=negatives lists negative keywords, view=report with level=campaigns|adgroups|keywords|searchterms returns impressions, taps, installs, spend, CPT and CPA for start..end (default the last 7 days). Cost: 1 credits.

Parametersidrequiredappendviewwhatrequiredlevellimitstartcursorformatlocalerating+5 more

propose_action

Propose Action

Prepare 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 risky claims, plus checks such as character limits and bid jumps) and an action id. ALWAYS show the diff and any guardrail flags to the user and get their go-ahead before calling apply_action. Types and params (app = a linked App Store id or package name, locale like en-US): review.reply {app, review_id, text} (review ids from read_connection what=reviews; Play replies ≤ 350 chars); listing.update {app, locale, fields: {name|title, subtitle, description, promotional_text, whats_new, marketing_url, support_url, privacy_policy_url}} (Play: title, short_description, full_description, video); keywords.set {app, locale, keywords: [..] or 'a,b,c', mode?: replace|add|remove} (App Store, 100 bytes comma-joined); screenshots.upload {app, locale, display_type: APP_IPHONE_67… (asc) or image_type: phoneScreenshots… (play), images: [{url}], replace?}; ads.keyword.bid {campaign_id, ad_group_id, keywords: [{id, bid?, status?: ENABLED|PAUSED}], max_increase?}; ads.keyword.add {campaign_id, ad_group_id, keywords: [{text, match_type?: EXACT|BROAD, bid?}]}; ads.negative.add {campaign_id, ad_group_id?, keywords: [{text, match_type?}]} (Apple Ads ids from read_connection what=ads). Cost: 0 credits.

Parameterstyperequiredformatparamsrequiredplaybookconnection

apply_action

Apply Action

Go 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 clears, or allows agents to approve); pending_approval (a person must approve it in the AppGoat dashboard: give the user the approve link, nothing is written until then); needs a person (it was already pending and agents may not approve: hand over the link, do not retry); changed (the account changed since the dry run: the new diff is shown; show it to the user and call again with force=true only if they accept it, or propose_action again). Cost: 1 credit when applied, else 0 credits.

Parametersidrequiredforceformat

get_action

Get Action

One 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 whether a pending action was approved and applied. Cost: 0 credits.

Parametersidrequiredformat

reject_action

Reject Action

Discard a draft or pending action the user does not want; nothing is written to the account. Cost: 0 credits.

Parametersidrequiredformatreason

audit_app

Audit App

Run 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, keywords and competitors, plus a shareable report page. Takes 1–3 minutes: waits about 25 s, then returns the audit id to pass to get_audit. An audit of the same app, country and mode from the last 24 h is returned again for free unless fresh=true; failed audits are not charged. The first audit of an organization is free (free_only=true runs only that one). Cost: 100 credits.

Parametersapprequiredmodefreshlabelstoreformatcountryfree_onlywhite_label

get_audit

Get Audit

Check 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 status. Cost: 0 credits.

Parametersidrequiredformat

get_insights

Get Review Insights

What 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, topics, what each recent version changed in rating, sentiment and topics, and weekly sentiment. Use it for "what do users complain about since v2.3?" before reading individual reviews with get_reviews. Cost: 25 credits.

Parametersapprequiredstoreformatcountryversionssince_days

list_playbooks

List Playbooks

AppGoat 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 issues, and, on connected accounts, replying to every review, optimizing Apple Ads and pushing localized listings. Without name, lists them; with name, returns the full playbook to follow. Also offered as MCP prompts. Free.

Parametersname

Version history

1
  1. v0.2.0LatestOct 23, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.