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minradar

R0· no sign-in

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

v1.0.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality79good
Trust92of 100
Uptime, 30 days98%
Latency p50701 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "minradar": {
      "type": "http",
      "url": "https://minradar.com/mcp"
    }
  }
}
claude mcp add --transport http minradar https://minradar.com/mcp
[mcp_servers.minradar]
url = "https://minradar.com/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "minradar": {
      "type": "remote",
      "url": "https://minradar.com/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "minradar": {
      "type": "http",
      "url": "https://minradar.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=minradar&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWlucmFkYXIuY29tL21jcCJ9"
}
{
  "servers": {
    "minradar": {
      "type": "http",
      "url": "https://minradar.com/mcp"
    }
  }
}
{
  "mcpServers": {
    "minradar": {
      "httpUrl": "https://minradar.com/mcp"
    }
  }
}
extensions:
  "minradar":
    enabled: true
    name: "minradar"
    type: streamable_http
    uri: "https://minradar.com/mcp"
    timeout: 300

Quality 79 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2024-11-05; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: find_unmet_demand (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); validate_paying_market (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_opportunity_brief (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 1,440 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

8 tools, about 1,440 tokens to load them all · tool set c5602bddbdf4 · checked 2026-10-20 09:31 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 92 / 100

provenance85
liveness99
freshness85
hygiene100

+repository +dns-namespace +website +reachable +uptime-98% ~updated-32d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://minradar.com/mcp streamable-httpnoneyes98%701 ms2024-11-052026-10-20

Tools (8)

explain_methodExplain the scoring formulas, weights, and the honest limitations of the data. Use when a user questions the numbers.
find_solo_buildableFind 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_demandRank 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_briefProduce 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_briefFull 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_statsReport local data coverage (apps, reviews, chart snapshots) and the last ingest run.
search_open_source_acceleratorsFind 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_marketRank 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.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.minradar/minradar",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://minradar.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/caozhi1984/codex-quant",
    "source": "github"
  },
  "websiteUrl": "https://minradar.com/agents",
  "description": "App Store opportunity data for coding agents: unmet demand, paying markets, build briefs."
}