Connect-MCP

app.trysonar/sonar

app.trysonar/sonar · v0.7.0

ASO tools for AI agents: keyword research, rank tracking, competitor analysis (iOS & Android).

MCPremotelocal · npmAPI keyE-commerce

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Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 62 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 80/100

What it does: 62 tools · 33 read, 29 write (incl. delete/pay) · E-commerce, Analytics & marketing

Test call sonar_list_apps: failed — tool error: Connect your Sonar account to continue. (886 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: +5
  • Safe test call: 0
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://trysonar.app/mcp
Package
registry:   npm
identifier: @sonarapp/mcp
version:    0.7.0
transport:  stdio

Tools

62 tools listed at last check
  • sonar_app_lookup 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 store is throttling, the result may be Sonar's stored copy: it then comes back as `{
  • sonar_app_search Find apps in the App Store or Google Play by keyword, e.g. to get an app's store ID before calling other tools. Returns matching apps with metadata (name, developer, icon, rating). This is for finding apps, NOT for checking rankings: never report an app's position in this list as its rank. On iOS th
  • sonar_app_aso_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 to improve. Works without an API key (free tier, limited daily use per IP).
  • sonar_app_extract_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, limited daily use per IP).
  • sonar_app_reviews Fetch user reviews for any app, live from the store (up to ~500 of the most recent or most helpful for the country). The star-rating filters and `limit` apply to that fetched window, so a narrow filter on a small app can return few or no reviews. Useful for sentiment analysis, feature-request mining
  • sonar_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. The figure is a model estimate, not reported revenue; the confidence grade is the pa
  • sonar_keyword_search Research a keyword and related terms. Returns up to 10 rows — the seed keyword plus the store's top autocomplete suggestions — each with difficulty (0-100), popularity score, and results count. Use this to find keywords worth targeting; for metrics on terms you already know, sonar_keyword_metrics is
  • sonar_keyword_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 tier, per IP); an API key removes that cap. Use sonar_keyword_search instead when y
  • sonar_keyword_suggestions Get autocomplete suggestions for a seed keyword from the App Store or Google Play, in the order the store shows them. List position is the only demand signal: the `priority` field is 0 on Google Play and currently 0 on the App Store as well. Lighter and faster than sonar_keyword_search — use when yo
  • sonar_top_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 market or category. Note: summary, movers and droppedApps always describe the full top
  • sonar_list_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, sonar_app_keywords, sonar_app_rankings, and sonar_app_changes. Cursor-paginated (default 100 p
  • sonar_get_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).
  • sonar_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 sonar_update_keyword_note and sonar_star_keyword, and the keyword_ids used by so
  • sonar_app_rankings 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 not return the app (results_count is the returned search size); not_observed mean
  • sonar_app_changes Change history for a tracked app — detected releases, metadata edits, screenshot swaps, price changes, category moves, iOS product page header swaps (`header`: data.action added/changed/removed + header artwork) and newly listed iOS In-App Events (`in_app_event`: title, kind, dates), newest first. U
  • sonar_keyword_rankings 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 tracked in the caller's Sonar workspace. Requires an Indie plan (trial counts).
  • sonar_competitor_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 marked gap=missing. Cursor-paginated (default 50 per page). Requires an Indie plan
  • sonar_competitor_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 keywords, keywords you lead), the top gap/threat/lead rows with metrics, and the
  • sonar_list_products List every product in your workspace (unpaginated): each product's id, name, country, competitor count, and its linked store versions (Sonar app id, store, store_id, name). Product ids are what sonar_track_app, sonar_track_competitor, sonar_remove_competitor, sonar_delete_product, and the screenshot
  • sonar_list_alerts 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).
  • sonar_alert_events 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 competitor changes, each with a type-specific payload (app/keyword names, old vs n
  • sonar_app_overview 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 7-day improvements and drops, the rank-distribution trend, and the actionable opp
  • sonar_discovered_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 popularity, difficulty, AI relevance, and an opportunity score (0-100, best first). Th
  • sonar_review_insights 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 / improving / resolved), plus overall sentiment, surfaced feature requests, and what change
  • sonar_review_responder The review responder's configuration for an own iOS app: whether it is switched on, manual vs auto mode (auto posts AI replies after a delay, only for reviews written after auto was enabled and within the star range), the reply instructions, sign-off, reply language, last sync, plus whether App Stor
  • sonar_review_inbox An own iOS app's App Store reviews (synced from App Store Connect every 5 minutes) with their reply state: the AI draft or your text, English translations of non-English reviews and drafts, hold reasons (needs_human, quota, daily_cap), schedule time, and any live App Store response. Newest first, wi
  • sonar_portfolio 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 in both directions, a needs-attention triage list (visibility drops, rating drop
  • sonar_app_sales 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 approximate), window totals, and a per-country breakdown sorted by downloads. Sam
  • sonar_app_engagement 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 source (App Store search, browse, app referrer, web referrer…), plus daily instal
  • sonar_create_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 Sonar app ids needed by sonar_track_keywords and sonar_track_competitor. Own apps
  • sonar_track_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 Android app; to start tracking a brand-new app, use sonar_create_product instead. Re
  • sonar_track_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. Requires an Indie plan (trial counts) and an authorized Sonar account or an API key
  • sonar_track_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 per-keyword outcomes (created / already_tracked / failed). Tracked keywords count
  • sonar_update_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 Indie plan (trial counts) and an authorized Sonar account or an API key with the wri
  • sonar_star_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 sonar_app_keywords results. Idempotent: re-starring refreshes the timestamp, unstarring a non
  • sonar_scan_competitor 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 first batch inline (~30s), recording both apps' ranks. Returns generated/queued/ver
  • sonar_analyze_competitors 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 threat narratives for competitors climbing on your keywords, and diffs against the pr
  • sonar_generate_review_insights 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 90 days (429 with the next available time while in cooldown — use sonar_review_ins
  • sonar_delete_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). Equivalent to sonar_untrack_keywords with a single id; that tool removes several (or all) of an app's keywords in one call. Requires an Indie plan (
  • sonar_untrack_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). For a single keyword, sonar_delete_tracked_keyword is equivalent. Requires an Indie plan (trial counts) a
  • sonar_untrack_app WRITE tool — untrack an app in the caller's Sonar workspace. Deletes the workspace's tracked keywords for it (with their notes and stars), its discovered keywords, and its competitor links, and detaches it from its product — deleting the product, and that product's screenshot sets, if no other app i
  • sonar_delete_product WRITE tool — delete a product in the caller's Sonar workspace and untrack every app linked to it, with their tracked keywords, discovered keywords, and competitor links. The product's screenshot sets are deleted too. Shared store data (app metadata, snapshots, rank history) is not deleted. Returns {
  • sonar_remove_competitor WRITE tool — remove a competitor from a product in the caller's Sonar workspace. Drops the competitor link under every own app of the product; if no other own app in the workspace still references the competitor, the competitor app is untracked as well. 404 when the product has no such competitor. R
  • sonar_set_alert 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; omit `scope_app_id` for an org-wide rule. Requires an Indie plan (trial counts) and
  • sonar_delete_alert 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.
  • sonar_set_review_responder WRITE tool — switch the review responder on/off for an own iOS app and update its instructions or auto-mode policy (partial update; omitted fields keep their value). Turning auto mode on only affects reviews written afterwards; anything the AI flags as needing a human is held. Requires an Indie plan
  • sonar_draft_review_reply WRITE tool — write a fresh AI reply draft for a review using the app's instructions (and an optional hint), with English translations. Counts against the monthly AI-draft allowance, then 1 credit per draft. Never posts. Tip: agents can skip this and write the reply themselves with sonar_update_revie
  • sonar_update_review_reply WRITE tool — replace a review's reply text (not metered, doesn't post). Use sonar_post_review_reply to publish. Requires an Indie plan (trial counts) and an authorized Sonar account or an API key with the write scope.
  • sonar_post_review_reply WRITE tool — PUBLIC ACTION: publishes the reply on the App Store under the developer's name (now, or after delay_minutes). Overwrites an existing response (Apple keeps one per review and marks it edited). Apple shows it within ~24h: status pending_publish, then published. Needs an Admin-role App Sto
  • sonar_dismiss_review_reply WRITE tool — mark a review as not needing a reply (also cancels a scheduled post). Requires an Indie plan (trial counts) and an authorized Sonar account or an API key with the write scope.
  • sonar_cancel_review_reply WRITE tool — cancel a scheduled reply (manual or auto mode) before it posts; it goes back to draft. Requires an Indie plan (trial counts) and an authorized Sonar account or an API key with the write scope.
  • sonar_screenshot_layout_guide The layout-format reference for Sonar screenshot sets: static text, so one call per session is enough. It documents the layout JSON schema, coordinate system, image handling (remote URLs), flowing background shapes, fonts, translation overrides, and the recommended workflow.
  • sonar_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 — including the landscape App Store creative-asset canvases (category "creative": product page header and search results asset). Pi
  • sonar_list_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. Requires an Indie plan (trial counts).
  • sonar_create_screenshot_set Create an app-store screenshot set for a product, from your own `screens` layouts or a built-in template. The layout JSON format and template ids are documented by sonar_screenshot_layout_guide. The set is immediately visible/editable for humans in the Screenshot Studio (studio_url in the response).
  • sonar_get_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. Requires an Indie plan (trial counts).
  • sonar_update_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 Indie plan (trial counts) and an authorized Sonar account or a write-scope API key.
  • sonar_delete_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 Indie plan (trial counts) and an authorized Sonar account or a write-scope API key.
  • sonar_add_screenshot Append a screen to a screenshot set (at the end; reorder with sonar_update_screenshot_set). Requires an Indie plan (trial counts) and an authorized Sonar account or a write-scope API key.
  • sonar_update_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 Indie plan (trial counts) and an authorized Sonar account or a write-scope API key.
  • sonar_delete_screenshot Delete one screen from a screenshot set. A set keeps at least one screen — deleting the last one is rejected. Requires an Indie plan (trial counts) and an authorized Sonar account or a write-scope API key.
  • sonar_set_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 locale is auto-enabled on the set. Requires an Indie plan (trial counts) and an author

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