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": 2,
  "status": "unclaimed",
  "last_crawled": "2026-10-02",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "sentiment-scan",
    "translation-qa",
    "web-scrape"
  ],
  "protocols": {
    "mcp": "https://trysonar.app/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 3935,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 41,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-10-02T02:01:51.680Z"
  },
  "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"
    }
  ],
  "profile": {
    "mcp_server": "sonar",
    "mcp_version": "0.10.1",
    "tool_count": 54,
    "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). If the store is throttling, the result may be Sonar's stored copy: it then comes back as `{ data, meta }` with `meta.stale: true`, its date in `meta.stale_as_of`, and a `meta.note` to pass on to the user."
      },
      {
        "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). If the store is throttling, the result may be Sonar's stored copy: it then comes back as `{ data, meta }` with `meta.stale: true`, its date in `meta.stale_as_of`, and a `meta.note` to pass on to the user."
      },
      {
        "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. If the store is throttling, the result may be Sonar's stored copy: it then comes back as `{ data, meta }` with `meta.stale: true`, its date in `meta.stale_as_of`, and a `meta.note` to pass on to the user."
      },
      {
        "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. Answers within about 30 seconds; a related term that couldn't be computed in time comes back marked `pending` (queued, not charged) — get it later with sonar_keyword_metrics."
      },
      {
        "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. Answers within about 30 seconds: a keyword that can't be computed in that time comes back as `pending` (queued on Sonar's scrape fleet, not charged, results are being cached) — call again after `retry_after_seconds` for just those keywords."
      },
      {
        "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). If the store is throttling, the result may be Sonar's stored copy: it then comes back as `{ data, meta }` with `meta.stale: true`, its date in `meta.stale_as_of`, and a `meta.note` to pass on to the user."
      },
      {
        "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 200 — `limit` truncates the returned entries only. Movement is empty on the first day a chart is requested (no previous snapshot yet). Answers within about 30 seconds: when a live refresh can't finish in time the newest stored chart is returned with `stale: true` and its `measuredAt` date. Works wi"
      },
      {
        "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. 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-pagi"
      },
      {
        "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_alert_events",
        "description": "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 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)."
      },
      {
        "name": "sonar_app_overview",
        "description": "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 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)."
      },
      {
        "name": "sonar_discovered_keywords",
        "description": "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). 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)."
      },
      {
        "name": "sonar_review_insights",
        "description": "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 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)."
      },
      {
        "name": "sonar_portfolio",
        "description": "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 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)."
      }
    ],
    "profiled_at": "2026-10-02T02:01:51.680Z"
  },
  "unreachable": false
}