Minradar MCP server
App Store opportunity data for coding agents: unmet demand, paying markets, build briefs.
Little public usage data yet
Reviews
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If you have run it, two minutes of your experience saves the next person an afternoon.
Minradar tools (8)
write = sends, deletes, buys or postsexplain_methodFreeExplain the scoring formulas, weights, and the honest limitations of the data. Use when a user questions the numbers.
find_solo_buildableFreeFind 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.
find_unmet_demandFreeRank 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.
generate_app_briefFreeProduce 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.
get_opportunity_briefFreeFull 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.
market_statsFreeReport local data coverage (apps, reviews, chart snapshots) and the last ingest run.
search_open_source_acceleratorsFreeFind 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.
validate_paying_marketFreeRank 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.
Public scan report
scanner v0.1.5 · 2026-09-19 · same rubric, same numbers if you re-run it
- –Code scanremote-only server, no package to scann/a
- Live reliabilityremote reachable in 1591ms20/20
- Tool poisoning8 tool descriptions checked15/15
- Auth qualityopen endpoint, read-only tools10/15
- Maintenancerepository not readable: repo not found3/15
- Maintainer identityverified namespace with website, no repo4/10
Install directly
claude mcp add --transport http minradar https://minradar.com/mcp
Minradar: common questions
- Is Minradar MCP server safe?
- With care: it is graded C, so read the findings first (69/100). Read the Minradar safety report
- How do I install Minradar?
- It runs remotely at minradar.com. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
- Does Minradar need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is Minradar maintained?
- The latest release is v1.0.0.
- Is Minradar up?
- 100% of our last 1 checks got an answer. We check remote servers about four times a day.
- What can I use instead of Minradar?
- Servers from other publishers that do the same job: SkeletIQ MCP server, Loki Mode MCP server and Apify MCP server. Compare all Minradar alternatives.
Alternatives to Minradar
Same job from other publishers: the closest match first, then the best rated.
SkeletIQHand a released SkeletIQ architecture to a coding agent: brief, build order, drift check.not reviewedGrowingB- Loki ModeAutonomous spec-to-product coding-agent CLI with an MCP server exposing 36 tools over stdio.not reviewedEstablishedB
- ApifyExtract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡not reviewedEstablishedA
- HeimdallEvery App Store Connect + StoreKit 2 endpoint. 890 tools in 13 profiles, narrow to 27.not reviewedEstablishedB
- WorkflowsStore, query, and create YAML workflow playbooks for LLM agents.not reviewedGrowingA