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ASO tools for AI agents: keyword research, rank tracking, competitor analysis (iOS & Android).
Facts
- MCP registry
app.trysonar/sonar· 0.7.0- Endpoint
https://trysonar.app/mcp- Packages
npm@sonarapp/mcp stdio- Source
- github.com/trysonar/mcp
- npm / week
- 256
- GitHub stars
- 0
- Registry entry
- updated 17 Aug 2026
From the official MCP registry, the package registries and our own checks. JSON · Markdown
Why it's listed
- It's published in the registry under trysonar.app, a namespace the registry only gives to whoever proves they control that domain.
Being indexed says nothing about quality, and nobody can pay for it. Is this yours? Ask for a review.
Tools it lists 54 · about 18,121 tokens of context · checked 23 hours ago
| Tool | What it does | Hint |
|---|---|---|
sonar_app_lookupLook Up App | Look up a single app by its store ID. Returns app metadata including name, developer, category, rating, reviews, installs (Android), and price. Works without an API key (free tier, limited daily use per IP). If the… | read-only |
sonar_app_searchSearch Apps | Search apps in the App Store or Google Play by keyword. Returns ranked list of apps with metadata (results are returned in store ranking order). Works without an API key (free tier, limited daily use per IP). If the… | read-only |
sonar_app_aso_scoreASO Score | Calculate an ASO (App Store Optimization) audit score (0-100) for an app. Returns the overall score plus an itemized breakdown of checks (title length, keyword usage, screenshots, ratings, etc.) so you can identify what… | read-only |
sonar_app_extract_keywordsExtract App Keywords | Extract the most likely target keywords from an app's title and description, ranked by relevance. Useful for understanding what an app (yours or a competitor) is optimizing for. Works without an API key (free tier,… | read-only |
sonar_app_reviewsFetch App Reviews | Fetch user reviews for an app. Supports filtering by star rating range and sorting by recent or helpful. Useful for sentiment analysis, feature-request mining, and competitive research. If the store is throttling, the… | read-only |
sonar_app_revenueEstimate App Revenue | Estimate monthly revenue for an app, based on install counts, ratings, and category benchmarks. Returns the dollar estimate, a confidence grade (high/medium/low) with the factors behind it, and the methodology used —… | read-only |
sonar_keyword_searchKeyword Research | Research a keyword and related terms. Returns difficulty (0-100), popularity score, and results count for the seed keyword plus related autocomplete suggestions. Use this to find keywords worth targeting. Answers within… | read-only |
sonar_keyword_metricsKeyword Metrics | Difficulty + popularity for a specific keyword (or up to 25 in bulk). Use this when you already know which keywords you care about — costs 1 credit per keyword. Works without an API key for up to 5 keywords/day (free… | read-only |
sonar_keyword_suggestionsKeyword Suggestions | Get autocomplete suggestions for a seed keyword from the App Store or Google Play. Returns terms with a priority score (higher = more searched). Lighter and faster than sonar_keyword_search — use when you only need term… | read-only |
sonar_top_chartsTop Charts | Get a store top chart (free / paid / grossing, overall or by category) with day-over-day movement: per-app rank delta, apps new to the chart, biggest movers and apps that dropped out. Use to see what's rising in a… | read-only |
sonar_list_appsList Tracked Apps | List the apps tracked in the caller's Sonar workspace (own apps + competitors), each with its latest snapshot (rating, review count, version, installs). Returns the Sonar app UUIDs needed by sonar_get_app,… | read-only |
sonar_get_appGet Tracked App | Get full details for one tracked app in the caller's Sonar workspace: store metadata plus up to 90 daily snapshots of rating, review count, version, and installs. Requires an Indie plan (trial counts). | read-only |
sonar_app_keywordsList App Keywords | List the keywords tracked for an app in the caller's Sonar workspace, with latest difficulty, popularity, results count, note, and starred_at (favorite/target marker) per keyword. Returns the tracked-keyword ids used by… | read-only |
sonar_app_rankingsApp Rank History | Rank history for an app's tracked keywords — daily ranks over the requested window, one history array per keyword. Prefer observations for daily status: ranked has a numeric rank; not_found means a completed search did… | read-only |
sonar_app_changesApp Change History | Change history for a tracked app — detected releases, metadata edits, screenshot swaps, price changes, and category moves, newest first. Useful for correlating rank movements with what the app (or a competitor) changed.… | read-only |
sonar_keyword_rankingsKeyword SERP History | SERP history for one tracked keyword — which apps ranked in the top results on each measured day, newest first. Use this to see who competes on a keyword and how the top spots shifted over time. The keyword must be… | read-only |
sonar_competitor_keywordsCompetitor Keywords | Keywords a tracked competitor currently ranks for (last 7 days of SERP data), with difficulty and popularity per keyword. Pass own_app_id for gap analysis: keywords where the competitor ranks but your app doesn't are… | read-only |
sonar_competitor_landscapeCompetitor Landscape | The full competitive keyword picture for one of your own apps vs every tracked competitor, in one call: live stats (keyword gaps where competitors rank and you don't, winnable gaps, competitors climbing on your tracked… | read-only |
sonar_list_productsList Products | List your products with their linked store versions and competitor counts. Use it to discover product/app UUIDs. Requires an Indie plan (trial counts). | read-only |
sonar_list_alertsList Alert Rules | List your alert subscriptions — each rule defines a change type (rank drops, review spikes, etc.), its scope (a specific app or org-wide), threshold, and whether it's enabled. Requires an Indie plan (trial counts). | read-only |
sonar_alert_eventsAlert Events Feed | The detected alert events for your workspace, newest first — the same feed as the in-app Recent Alerts panel and the email digest: rank drops/gains, top-10 entries/exits, new rankings, rating drops, review spikes, and… | read-only |
sonar_app_overviewApp Overview (Dashboard Scoreboard) | The dashboard's computed scoreboard for one of your apps in a single call: visibility index and share of voice (with 7-day deltas and a daily spark), ranked / top-10 keyword counts with movement, best rank, the biggest… | read-only |
sonar_discovered_keywordsDiscovered Keywords | Keywords Sonar's discovery engine surfaced for one of your tracked apps but that aren't tracked yet — ranked finds (the app already ranks, unnoticed), competitor gaps, and AI/autocomplete-sourced ideas — each with… | read-only |
sonar_review_insightsReview Insights (AI) | The latest AI review analysis for a tracked app (your own or a competitor): what users praise and complain about as named themes with frequency, verbatim quotes, and trend movement (new / persisting / growing /… | read-only |
sonar_portfolioPortfolio Rollup (Agency) | The whole portfolio's health in one call — for orgs managing many apps: per-app KPIs (visibility + 7-day delta, ranked/top-10 counts, net rank movement, rating, review count), org-wide totals, the biggest keyword movers… | read-only |
sonar_app_salesApp Sales (App Store Connect) | App Store Connect sales for one of your own iOS apps: daily first-time downloads, redownloads, in-app purchase units and approximate USD proceeds (`proceeds_usd_approx`, converted with a static FX table — present it as… | read-only |
sonar_app_engagementApp Engagement (App Store Connect) | App Store Connect App Analytics for one of your own iOS apps: the impressions → product page views → downloads funnel with conversion rates (`page_view_rate`, `download_rate`) and App Store search share, impressions by… | read-only |
sonar_create_productCreate Product | WRITE tool — creates a product in the caller's Sonar workspace and starts tracking the given app(s). A product is the cross-store unit (one iOS + one Android app, or just one of either). Returns the product id and the… | writes |
sonar_track_appTrack App | WRITE tool — links the second-store version of an existing Sonar product (e.g. the product already tracks the iOS app and you want to add the Android version, or vice versa). Each product holds at most one iOS + one… | writes |
sonar_track_competitorTrack Competitor | WRITE tool — adds a competitor app under a Sonar product so its keywords and rankings get tracked alongside the product's own app. The product must already have its own app linked in the same store as the competitor.… | writes |
sonar_track_keywordsTrack Keywords | WRITE tool — starts daily rank tracking for one or more keywords on an app in the caller's Sonar workspace. Idempotent: re-posting the same terms reports them as already_tracked instead of creating duplicates. Returns… | writes |
sonar_update_keyword_noteUpdate Keyword Note | WRITE tool — sets or clears the note on a tracked keyword in the caller's Sonar workspace (e.g. why it's tracked, an optimization hypothesis, a reminder). Idempotent: re-sending the same note is a no-op. Requires an… | writes |
sonar_star_keywordStar Keyword | WRITE tool — stars or unstars a tracked keyword in the caller's Sonar workspace. A star marks the keyword as a favorite/target the user is actively pursuing; starred keywords carry a starred_at timestamp in… | writes |
sonar_scan_competitorScan Competitor Keywords | WRITE tool — runs an AI keyword discovery scan on a tracked competitor: generates the search terms the competitor's listing is optimized for (brand terms included), queues them for SERP verification, and verifies the… | writes |
sonar_analyze_competitorsAnalyze Competitors (AI) | WRITE tool — generates a fresh AI competitive insight for one of your own apps: clusters the keyword gaps vs your competitors into named opportunity themes (with a why-now narrative and per-keyword metrics), writes… | writes |
sonar_generate_review_insightsGenerate Review Insights (AI) | WRITE tool — generates a fresh AI review analysis for a tracked app from its recent reviews (praise/complaint themes, sentiment, feature requests, trend vs the previous run). At most one analysis per app+country every… | writes |
sonar_delete_tracked_keywordDelete Tracked Keyword | WRITE tool — stop tracking one keyword/app pair in the caller's Sonar workspace. Identify the pair by its tracked-keyword id (from sonar_app_keywords). Requires an Indie plan (trial counts) and an authorized Sonar… | writes |
sonar_untrack_keywordsUntrack Keywords | WRITE tool — bulk-untrack keywords for an app in the caller's Sonar workspace. Pass `all: true` to remove every tracked keyword, OR `ids: [...]` to remove specific ones (exactly one of the two). Requires an Indie plan… | writes |
sonar_untrack_appUntrack App | WRITE tool — untrack an app and its associated tracking data in the caller's Sonar workspace. Requires an Indie plan (trial counts) and an authorized Sonar account or an API key with the write scope. | writes |
sonar_delete_productDelete Product | WRITE tool — delete a product and untrack its apps in the caller's Sonar workspace. Requires an Indie plan (trial counts) and an authorized Sonar account or an API key with the write scope. | writes |
sonar_remove_competitorRemove Competitor | WRITE tool — remove a competitor from a product in the caller's Sonar workspace. Requires an Indie plan (trial counts) and an authorized Sonar account or an API key with the write scope. | writes |
sonar_set_alertSet Alert Rule | WRITE tool — create or update an alert subscription in the caller's Sonar workspace. Upserts on (type + scope): re-submitting the same type/scope updates the existing rule. Omit `threshold` for the per-type default;… | writes |
sonar_delete_alertDelete Alert Rule | WRITE tool — delete an alert subscription in the caller's Sonar workspace. Requires an Indie plan (trial counts) and an authorized Sonar account or an API key with the write scope. | writes |
sonar_screenshot_layout_guideScreenshot Layout Guide | The layout-format reference for Sonar screenshot sets. Call this ONCE before creating or editing screenshot layouts — it documents the layout JSON schema, coordinate system, image handling (remote URLs), flowing… | read-only |
sonar_screenshot_devicesList Screenshot Devices | List the device sizes supported for app-store screenshot sets, with their canvas dimensions (the pixel coordinate space all layouts use) and which store each belongs to. Pick a device here before… | read-only |
sonar_list_screenshot_setsList Screenshot Sets | List a product's app-store screenshot sets (metadata only: store, device size, locales, studio_url). Use sonar_get_screenshot_set for full layouts. | read-only |
sonar_create_screenshot_setCreate Screenshot Set | Create an app-store screenshot set for a product. Read sonar_screenshot_layout_guide first, then author the screens array. The set is immediately visible/editable for humans in the Screenshot Studio (studio_url in the… | writes |
sonar_get_screenshot_setGet Screenshot Set | Fetch a screenshot set in full: every screen's layout JSON plus per-screen translation overrides keyed by locale. By default inline image data is replaced with placeholders to keep the response readable. | read-only |
sonar_update_screenshot_setUpdate Screenshot Set | Rename a screenshot set, replace its extra-locale list, and/or reorder its screens. Returns the updated set (with image data stripped). Requires an authorized Sonar account or a write-scope API key. | writes |
sonar_delete_screenshot_setDelete Screenshot Set | Permanently delete a screenshot set and everything in it (screens, translations). Irreversible — confirm with the user before deleting work they may want. Requires an authorized Sonar account or a write-scope API key. | writes |
sonar_add_screenshotAdd Screenshot | Append a screen to a screenshot set (at the end; reorder with sonar_update_screenshot_set). Requires an authorized Sonar account or a write-scope API key. | writes |
sonar_update_screenshotUpdate Screenshot | Replace one screen's layout in a screenshot set. Whole-document replace — fetch the current layout, modify it, send it back. The change shows up immediately in the Screenshot Studio for human review. Requires an… | writes |
sonar_delete_screenshotDelete Screenshot | Delete one screen from a screenshot set. A set keeps at least one screen — deleting the last one is rejected. Requires an authorized Sonar account or a write-scope API key. | writes |
sonar_set_screenshot_translationsSet Screenshot Translations | Write a locale's translation overrides for screens in a screenshot set (text copy, localized captures/images). Geometry and styling always come from the source layout; anything not overridden falls back to it. The… | writes |
What https://trysonar.app/mcp answered to tools/list, asked without credentials over MCP 2025-11-25. The token figure is the size of the list as sent, divided by four; a model sees about that much before it calls anything. Full definitions, input schemas included, are in the listing's JSON under mcpTools.
How its tools read to an agent 0 errors · 5 warnings · 1 note
- warnTC14sonar_app_engagementallowed values are in the description, not an enum: app_id
- warnTC14sonar_app_salesallowed values are in the description, not an enum: app_id
- warnTC14sonar_keyword_metricsallowed values are in the description, not an enum: country
- warnTC14sonar_keyword_searchallowed values are in the description, not an enum: country
- warnTC23server54 tools, about 15,914 tokens of definitions
- noteTC24server54 of 54 tools have no outputSchema
The checks from /check and anchor check, run each day on the list above: about 18,121 tokens of definitions. Not part of the score yet. Check your own server.