com.minradar/minradar
com.minradar/minradar · v1.0.0 · MCP 2024-11-05
App Store opportunity data for coding agents: unmet demand, paying markets, build briefs.
Reachability
reachable
checked 2026-09-20 05:30 UTC
Registry status active
Tools pinned 8
c011c5cd2610
Tools last changed
2026-09-20
Provenance
Registry namespace com.minradar
(domain verified by the official registry)
Repository
github.com/caozhi1984/codex-quant
repo gone
Website
https://minradar.com/agents
Remote endpoints
https://minradar.com/mcp (streamable-http)
Observed changes
| When (UTC) | Event | Detail |
|---|---|---|
| 2026-09-20 05:30 | tools changed | 1 added, 0 removed, 7 changed |
| 2026-09-19 05:30 | first capture | 7 tools pinned |
Pinned tool definitions (8)
| Tool | Description |
|---|---|
| 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... |
| 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... |
| 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. |
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