servers / appgoat
AppGoat MCP server
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App Store & Google Play intelligence your agent can act on
App store intelligence MCP — App Store and Google Play apps, reviews, keyword research, rankings, top charts and competitors, plus approval-gated listing and review-reply actions. Hosted at api.appgoat.ai/mcp (OAuth or x-api-key).
00About
AppGoat is a hosted app-store intelligence MCP at https://api.appgoat.ai/mcp (Streamable HTTP) from Dumpling Software in Berlin. It gives Claude, ChatGPT, Cursor and any MCP client live App Store and Google Play data — any app by id, bundle id, package, store URL or name; reviews with AI tags; rating, install and price history; listing change feeds; keyword popularity, difficulty and rankings; top charts with moves; competitors and developers — tracked across 5M+ apps in 175 countries. Beyond reads, agents can watch apps and keywords for events, run an App Audit with metadata rewrites, and connect App Store Connect, Play Console or Apple Ads to propose review replies, listing and bid changes as dry-run diffs that a person approves before anything ships. Sign in with OAuth or send an x-api-key header; every response reports the credits it used.
Both stores, one resolver
get_app, get_reviews, get_app_history and get_app_changes take any App Store id, Play package, bundle id, store URL or name, and link the same app across stores.
Keywords and charts
keyword_research returns popularity, difficulty and #1 downloads for up to 25 terms; get_charts gives top free, paid and grossing charts with moves on any date.
Watch and audit
watch apps, competitors or keywords and read significant changes from get_events; audit_app scores a listing and drafts rewrites within character limits.
Act with approval
propose_action dry-runs review replies, listing, screenshot and Apple Ads changes as a before → after diff with guardrail scores; apply_action ships only once a person approves.
Who it’s for. Indie developers, app studios and ASO agencies who want their agent to track competitors, research keywords, read reviews and draft store-listing changes — with a human approving anything that ships.
Example prompts
Chart movers
Using AppGoat, which Health & Fitness apps are climbing the US top free chart this week? Show each app's move and current rank.
Keyword gap
Find keywords my habit-tracker app could rank for in the US, with popularity and difficulty, then propose a new subtitle under 30 characters.
Review themes
What are people complaining about in Calm's latest App Store reviews? Group the top issues and show a sample review for each.
auth: OAuth 2.1 sign-in or x-api-key header (ag_… key) · pricing: Free: 250 credits/mo + first App Audit · Indie $27/mo · Studio $147/mo · credit packs from $17 · reviewed by MCPExplorer
01Tools · 29
How to read this: tool names here are observed from a live tools/list handshake. The Risk label is a heuristic inferred from the tool name (write/destructive verbs), not from executing the tool — a conservative guess, not a verified capability. We never escalate risk from a description. Found one that's wrong? Tell us — we fix on report.
| Tool | Risk | Side effects | Approval |
|---|---|---|---|
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| get_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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| reject_action Discard a draft or pending action the user does not want; nothing is written to the account. Cost: 0 credits. | unknown | unknown | unknown |
| 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. | read | false | unknown |
| 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. | read | false | unknown |
| 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. | unknown | unknown | unknown |
| 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. | unknown | unknown | unknown |
| 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. | read | false | unknown |
02Install & source
https://api.appgoat.ai/mcp
remote_url- homepagehttps://appgoat.ai
05Provenance & freshness
sourcesOfficial MCP Registry [p1]
last_checked2026-10-26 04:32Z
next_check2026-10-27 19:01Z
cadenceevery 48h
verifiedtools_list:passed handshake:passed metadata:passed tools_list:passed handshake:passed metadata:passed
index_statusindex — operator override: paid $15 listing, hosted official server, manually enriched
06Badge
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