sonar

{
  "id": "aix_41860b5e5c",
  "name": "sonar",
  "operator": "(unclaimed - source: registry-official · publisher: app.trysonar)",
  "description": "ASO tools for AI agents: keyword research, rank tracking, competitor analysis (iOS & Android).",
  "depth": 1,
  "status": "unclaimed",
  "last_crawled": "2026-08-17",
  "missing_fields": [
    "pricing",
    "reputation",
    "aix_score",
    "operator.identity"
  ],
  "skills": [
    "browser-automation",
    "sentiment-scan",
    "translation-qa"
  ],
  "protocols": {
    "mcp": "https://trysonar.app/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": null,
  "aix_score": null,
  "verification": {
    "identity": "none",
    "health": "liveness-only",
    "pricing": "unknown",
    "last_check": "2026-08-17T20:00:34.955Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "repository",
      "url": "https://github.com/trysonar/mcp"
    }
  ],
  "avatar": "https://github.com/trysonar.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/trysonar"
    }
  ],
  "unreachable": false,
  "profile": {
    "mcp_server": "sonar",
    "mcp_version": "0.7.0",
    "tool_count": 47,
    "tools": [
      {
        "name": "sonar_app_lookup",
        "description": "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)."
      },
      {
        "name": "sonar_app_search",
        "description": "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)."
      },
      {
        "name": "sonar_app_aso_score",
        "description": "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)."
      },
      {
        "name": "sonar_app_extract_keywords",
        "description": "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)."
      },
      {
        "name": "sonar_app_reviews",
        "description": "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."
      },
      {
        "name": "sonar_app_revenue",
        "description": "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 — always communicate the confidence alongside the number."
      },
      {
        "name": "sonar_keyword_search",
        "description": "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."
      },
      {
        "name": "sonar_keyword_metrics",
        "description": "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 you want related keyword ideas alongside metrics."
      },
      {
        "name": "sonar_keyword_suggestions",
        "description": "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 ideas without difficulty/popularity scoring. Works without an API key (free tier, limited daily use per IP)."
      },
      {
        "name": "sonar_top_charts",
        "description": "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 100 — `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)."
      },
      {
        "name": "sonar_list_apps",
        "description": "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 per page). Requires an Indie plan (trial counts)."
      },
      {
        "name": "sonar_get_app",
        "description": "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)."
      },
      {
        "name": "sonar_app_keywords",
        "description": "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 sonar_keyword_rankings. Cursor-paginated (default 50 per page). Requires an Indie plan (trial counts)."
      },
      {
        "name": "sonar_app_rankings",
        "description": "Rank history for an app's tracked keywords — daily ranks over the requested window, one history array per keyword. 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)."
      },
      {
        "name": "sonar_app_changes",
        "description": "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. Requires an Indie plan (trial counts)."
      },
      {
        "name": "sonar_keyword_rankings",
        "description": "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)."
      },
      {
        "name": "sonar_competitor_keywords",
        "description": "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 (trial counts)."
      },
      {
        "name": "sonar_competitor_landscape",
        "description": "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 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)."
      },
      {
        "name": "sonar_list_products",
        "description": "List your products with their linked store versions and competitor counts. Use it to discover product/app UUIDs. Requires an Indie plan (trial counts)."
      },
      {
        "name": "sonar_list_alerts",
        "description": "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)."
      },
      {
        "name": "sonar_create_product",
        "description": "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. Requires an Indie plan (trial counts) and an API key with the write scope."
      },
      {
        "name": "sonar_track_app",
        "description": "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. Requires an Indie plan (trial counts) and an API key with the write scope."
      },
      {
        "name": "sonar_track_competitor",
        "description": "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 API key with the write scope."
      },
      {
        "name": "sonar_track_keywords",
        "description": "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). Requires an Indie plan (trial counts) and an API key with the write scope."
      },
      {
        "name": "sonar_update_keyword_note",
        "description": "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 API key with the write scope."
      }
    ],
    "profiled_at": "2026-08-17T20:00:34.955Z"
  }
}