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Minradar

by minradar.com in Markets & finance

MCP serverPassing, checked 4 h ago

App Store opportunity data for coding agents: unmet demand, paying markets, build briefs.

https://minradar.com/mcp

Last 30 days

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Uptime
100%
Response time
399 ms typical, 399 ms slowest 5%
Last check
4 h ago
Next check
in 1 h

How to call it

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "minradar": {
      "type": "http",
      "url": "https://minradar.com/mcp"
    }
  }
}

8 tools

  • find_unmet_demand

    Rank App Store opportunities in apps that already have a large user base but whose users are clearly unhappy (unmet demand). Returns a ranked table with tier, score, rating and scale. Use this first when deciding what app to build.

  • find_solo_buildable

    Find opportunities a single developer can realistically build: clear winnability plus an explicit single-user, local or offline core. Use when solo feasibility is the primary constraint.

  • validate_paying_market

    Rank app categories by evidence that users already pay inside them: how many of its apps reach the store-wide Top-Grossing chart, how many charge upfront, paywall language in sampled reviews, and review depth. Call this before building to confirm a market monetises.

  • get_opportunity_brief

    Full evidence dossier for one app: score breakdown, plain-language diagnosis, complaint themes with verbatim user quotes, review provenance, and matching open-source accelerators. Use after find_low_hanging_fruit to inspect a specific candidate.

  • generate_app_brief

    Produce a ready-to-build product specification for an opportunity, formatted for a specific AI coding agent (codex, claude, or cursor). Includes the wedge, the verbatim complaints to fix, verified open-source accelerators, and a verification plan.

  • search_open_source_accelerators

    Find maintained, commercially reusable open-source projects for a niche, with license posture. Use to avoid rebuilding infrastructure and to check whether a dependency is safe to ship.

  • explain_method

    Explain the scoring formulas, weights, and the honest limitations of the data. Use when a user questions the numbers.

  • market_stats

    Report local data coverage (apps, reviews, chart snapshots) and the last ingest run.

Security scan

  • No findings. We scan names, descriptions and tool definitions for hidden instructions and other prompt-injection patterns.

Recent checks

WhenResultHTTPTime
4 h agoPassed200399 ms
12 h agoPassed200638 ms
20 h agoPassed200371 ms