Sonar MCP server
ASO tools for AI agents: keyword research, rank tracking, competitor analysis (iOS & Android).
0 stars81 downloads/wk
Reviews
Write oneNobody has reviewed Sonar yet.
If you have run it, two minutes of your experience saves the next person an afternoon.
Sonar tools (52, 22 write)
write = sends, deletes, buys or postssonar_add_screenshotFreeAppend 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.
sonar_alert_eventsFreeThe 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 new values). Events only exist for alert types you've enabled rules for (sonar_set_alert); detection runs once daily. Poll with `since` to react to changes programmatically. Requires an Indie plan (trial counts).
sonar_analyze_competitorswrite actionFreeWRITE 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 previous analysis. At most one analysis per app per 7 days (429 with the next available time while in cooldown — use sonar_competitor_landscape to read the current one). Requires a paid (non-trial) Indie plan and an authorized Sonar account or an API key with the write scope.
sonar_app_aso_scoreFreeCalculate 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_changesFreeChange 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. Requires an Indie plan (trial counts).
sonar_app_extract_keywordsFreeExtract 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_keywordsFreeList 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 sonar_keyword_rankings. Cursor-paginated (default 50 per page). Requires an Indie plan (trial counts).
sonar_app_lookupFreeLook 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).
sonar_app_overviewFreeThe 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 opportunity list (near_page_one / top_three_push / easy_target). Read this FIRST when asked how an app is doing — it's the same numbers the dashboard renders, so you don't need to recompute anything from raw rank history. Requires an Indie plan (trial counts).
sonar_app_rankingsFreeRank 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 means no confirmed check, including legacy gaps. Never interpret an absent rank as a collection failure or assign a numeric rank to it. The legacy history array contains positive ranks only. Use this to check how rankings moved after a metadata change or to find keywords trending up or down. Cursor-paginated over keywords (default 50 per page). Requires an Indie plan (trial counts).
sonar_app_revenueFreeEstimate 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 — always communicate the confidence alongside the number.
sonar_app_reviewsFreeFetch 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.
sonar_app_searchFreeSearch 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).
sonar_competitor_keywordsFreeKeywords 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 (trial counts).
sonar_competitor_landscapeFreeThe 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 latest AI insight if one was generated (opportunity clusters, threat narratives, strengths, posture). Read this before deciding which keywords to target next. Requires an Indie plan (trial counts).
sonar_create_productwrite actionFreeWRITE 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. Requires an Indie plan (trial counts) and an authorized Sonar account or an API key with the write scope.
sonar_create_screenshot_setwrite actionFreeCreate 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 response). Requires an authorized Sonar account or a write-scope API key.
sonar_delete_alertwrite actionFreeWRITE 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_delete_productwrite actionFreeWRITE 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.
sonar_delete_screenshotwrite actionFreeDelete 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.
sonar_delete_screenshot_setwrite actionFreePermanently 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.
sonar_delete_tracked_keywordwrite actionFreeWRITE 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 account or an API key with the write scope.
sonar_discovered_keywordsFreeKeywords 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). This is Sonar's "what should I track next" answer: read it, pick the winners, then track them with sonar_track_keywords. Requires an Indie plan (trial counts).
sonar_generate_review_insightswrite actionFreeWRITE 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_insights to read the current one); needs at least 5 recent reviews. Requires a paid (non-trial) Indie plan and an authorized Sonar account or an API key with the write scope.
sonar_get_appFreeGet 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_get_screenshot_setFreeFetch 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.
sonar_keyword_metricsFreeDifficulty + 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 you want related keyword ideas alongside metrics. A keyword the API cannot compute right away comes back as `pending` (queued on the scrape fleet, not charged) — this tool already waits and re-checks briefly; if it is still pending, call again after `retry_after_seconds`.
sonar_keyword_rankingsFreeSERP 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_keyword_searchFreeResearch 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.
sonar_keyword_suggestionsFreeGet 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 ideas without difficulty/popularity scoring. Works without an API key (free tier, limited daily use per IP).
sonar_list_alertsFreeList 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_list_appsFreeList 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 per page). Requires an Indie plan (trial counts).
sonar_list_productsFreeList your products with their linked store versions and competitor counts. Use it to discover product/app UUIDs. Requires an Indie plan (trial counts).
sonar_list_screenshot_setsFreeList a product's app-store screenshot sets (metadata only: store, device size, locales, studio_url). Use sonar_get_screenshot_set for full layouts.
sonar_portfolioFreeThe 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 drops, not-ranked apps), and the best discovered-keyword opportunities across all apps. Same numbers as the /portfolio page. Requires an Agency plan (403 on other plans).
sonar_remove_competitorwrite actionFreeWRITE 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.
sonar_review_insightsFreeThe 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 changed vs the previous analysis. `insight` is null if none has been generated yet — use sonar_generate_review_insights. Requires an Indie plan (trial counts).
sonar_scan_competitorwrite actionFreeWRITE 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/verified_now counts; the rest verify in the background over the following hours — read results with sonar_competitor_keywords. Requires an Indie plan (trial counts) and an authorized Sonar account or an API key with the write scope.
sonar_screenshot_devicesFreeList 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 sonar_create_screenshot_set.
sonar_screenshot_layout_guideFreeThe 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 background shapes, fonts, translation overrides, and the recommended workflow.
sonar_set_alertwrite actionFreeWRITE 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 an authorized Sonar account or an API key with the write scope.
sonar_set_screenshot_translationswrite actionFreeWrite 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 authorized Sonar account or a write-scope API key.
sonar_star_keywordwrite actionFreeWRITE 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-starred keyword is a no-op. Requires an Indie plan (trial counts) and an authorized Sonar account or an API key with the write scope.
sonar_top_chartsFreeGet 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 200 — `limit` truncates the returned entries only. Movement is empty on the first day a chart is requested (no previous snapshot yet). Works without an API key (free tier, limited daily use per IP).
sonar_track_appwrite actionFreeWRITE 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. Requires an Indie plan (trial counts) and an authorized Sonar account or an API key with the write scope.
sonar_track_competitorwrite actionFreeWRITE 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 with the write scope.
sonar_track_keywordswrite actionFreeWRITE 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). Requires an Indie plan (trial counts) and an authorized Sonar account or an API key with the write scope.
sonar_untrack_appwrite actionFreeWRITE 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.
sonar_untrack_keywordswrite actionFreeWRITE 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 (trial counts) and an authorized Sonar account or an API key with the write scope.
sonar_update_keyword_notewrite actionFreeWRITE 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 write scope.
sonar_update_screenshotwrite actionFreeReplace 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 authorized Sonar account or a write-scope API key.
sonar_update_screenshot_setwrite actionFreeRename 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.
Public scan report
scanner v0.1.9 · 2026-09-23 · same rubric, same numbers if you re-run it
- Code scan3 source files scanned25/25
- Live reliabilityremote reachable in 730ms20/20
- Tool poisoning52 tool descriptions checked15/15
- Auth qualityAPI key sent as a header8/15
- Maintenancelast push 3 days ago15/15
- Maintainer identityregistry namespace matches repository owner7/10
What the publisher says
From the Sonar repository's README, as published. We do not edit it. Read it on GitHub
@sonarapp/mcp
The official Sonar MCP server — App Store Optimization tools for AI agents.
For the hosted Grok Build and Cursor marketplace plugin, see plugin setup, authentication, and permissions.
Lets Claude Desktop, Claude Code, Cursor, Cline, and any Model Context Protocol-compatible client look up apps, research keywords, audit ASO, mine reviews, and estimate revenue across the iOS App Store and Google Play. Powered by Sonar.
Tools
Read tools — stateless
Stateless tools work on any plan with credits, with both iOS and Android.
Read tools — your workspace (Indie plan)
Workspace reads require an Indie plan (an active trial counts); the default read-scope key is enough.
Write tools (Indie plan + write scope)
Write tools mutate your workspace and require an Indie plan (an active trial counts) plus an API key created with the write scope. The server enforces both — without them, calls return a 403 explaining what to fix.
Together these close the loop for agents: set up tracking with the write tools, then read back rankings, changes, and gap analyses with the workspace tools.
Try it free — no API key needed
Shortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
Install directly
claude mcp add --transport http sonar https://trysonar.app/mcp
Sonar: common questions
- Is Sonar MCP server safe?
- Yes, by our scan: it is graded A (90/100). Read the Sonar safety report
- How do I install Sonar?
- It runs remotely at trysonar.app. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
- Does Sonar need an API key?
- Yes. The registry entry asks for
SONAR_API_KEY,Authorization. - Is Sonar maintained?
- The last commit was 4 days ago (2026-09-20). The latest release is v0.7.0.
- Is Sonar up?
- 100% of our last 22 checks got an answer. We check remote servers about four times a day.
- What can I use instead of Sonar?
- Servers from other publishers that do the same job: DispatchSEO MCP server, bisibility MCP server and Connskill Growth MCP server. Compare all Sonar alternatives.
Alternatives to Sonar
Same job from other publishers: the closest match first, then the best rated.
DispatchSEOOpen-source SEO manager for coding agents: keyword research, content PRs, rank + Search Console.not reviewedGrowingA- bisibilityTrack keyword rankings, research SEO opportunities, and manage bisibility projects with AI agents.not reviewedGrowingA
- Connskill GrowthLocal market checks, rankings and keyword research as JSON, paid per call via x402 in USDC on Base.not reviewedGrowingB
- VibeSEOSEO research, keyword discovery, site audits, Search Console, backlinks and content workflow.not reviewedGrowingA
SEO DataSEO data for AI agents: Google SERP, keyword research, backlinks, site audits, AI answer visibility.not reviewedGrowingA