{"name":"com.minradar/minradar","slug":"minradar","title":null,"description":"App Store opportunity data for coding agents: unmet demand, paying markets, build briefs.","url":"https://mcp.market/server/minradar","rating":null,"grade":"C","score":60,"certified":false,"status":"active","category":"ecommerce","tags":["ecommerce"],"presence":{"score":8,"stars":null,"forks":null,"downloads_week":null,"last_push_at":null,"license":null},"claimed":false,"transport":"remote","callable_via_gateway":true,"default_price_micros":0,"repository":"https://github.com/caozhi1984/codex-quant","website":"https://minradar.com/agents","version":"1.0.0","remotes":[{"type":"streamable-http","url":"https://minradar.com/mcp"}],"packages":[],"tools":[{"name":"explain_method","description":"Explain the scoring formulas, weights, and the honest limitations of the data. Use when a user questions the numbers.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{}}},{"name":"find_unmet_demand","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"storefront":{"type":"string","description":"Two-letter App Store country code, e.g. us, gb, jp.","default":"us"},"limit":{"type":"integer","description":"How many opportunities to return (max 40).","default":10},"min_rating_count":{"type":"integer","description":"Minimum rating volume (install-scale proxy).","default":5000},"max_rating_count":{"type":"integer","description":"Optional ceiling to exclude unassailable giants."},"max_rating":{"type":"number","description":"Only include apps at or below this average rating, e.g. 4.0."},"genre":{"type":"string","description":"Restrict to one category, e.g. Productivity."},"include_institutional":{"type":"boolean","description":"Include institution-locked products (school portals, clinic tools) that a solo dev cannot win.","default":false}}}},{"name":"generate_app_brief","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"app_id":{"type":"integer","description":"App Store track id of the incumbent to beat."},"storefront":{"type":"string","default":"us","description":"Region whose rating volume describes this app."},"target":{"type":"string","enum":["codex","claude","cursor"],"default":"codex"}},"required":["app_id"]}},{"name":"get_opportunity_brief","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"app_id":{"type":"integer","description":"App Store track id, as returned by find_low_hanging_fruit."},"storefront":{"type":"string","default":"us","description":"Region whose rating volume describes this app."},"include_github":{"type":"boolean","description":"Also search GitHub for reusable open-source components.","default":true}},"required":["app_id"]}},{"name":"market_stats","description":"Report local data coverage (apps, reviews, chart snapshots) and the last ingest run.","write_action":true,"price_micros":0,"input_schema":{"type":"object","properties":{}}},{"name":"search_open_source_accelerators","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"theme":{"type":"string","description":"Complaint theme key, e.g. data_loss_sync, paywall_aggressive, ai_quality."},"genre":{"type":"string","description":"App Store category, e.g. Productivity."},"limit":{"type":"integer","default":6}}}},{"name":"validate_paying_market","description":"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.","write_action":true,"price_micros":0,"input_schema":{"type":"object","properties":{"storefront":{"type":"string","default":"us"},"limit":{"type":"integer","default":10},"min_rating_count":{"type":"integer","default":1000}}}}],"scan":{"score":60,"grade":"C","scanned_at":"2026-09-19T04:45:45.040Z","report":{"scannerVersion":"0.1.3","scannedAt":"2026-09-19T04:45:44.993Z","components":{"code":{"score":-1,"max":25,"notes":["remote-only server, no package to scan"]},"reliability":{"score":20,"max":20,"notes":["remote reachable in 1315ms"]},"poisoning":{"score":15,"max":15,"notes":["7 tool descriptions checked"]},"auth":{"score":3,"max":15,"notes":["open endpoint exposes 2 write-action tools with no auth"]},"maintenance":{"score":3,"max":15,"notes":["repository not readable: repo not found"]},"identity":{"score":4,"max":10,"notes":["verified namespace with website, no repo"]}},"findings":[{"id":"auth.open-write","severity":"high","component":"auth","title":"Write-action tools reachable without authentication"}],"inputs":{"probes":[{"url":"https://minradar.com/mcp","reachable":true,"authRequired":false,"latencyMs":1315,"serverInfo":{"name":"demand-radar","version":"1.0.0"}}],"packages":[],"repo":{"found":false,"owner":"caozhi1984","repo":"codex-quant","error":"repo not found"},"icon":{"url":"https://minradar.com/assets/icon.svg","source":"site"},"presence":{"stars":null,"forks":null,"downloadsWeek":null,"license":null,"lastPushAt":null,"score":8}}}},"grade_history":[],"reviews":[]}