Use minradar from your agent
Three ways in, all read-only over HTTPS. Anonymous discovery needs no key. Production Agents can send an API key for predictable capacity and paid decision credits.
1 · Remote MCP (works with any MCP client)
https://minradar.com/mcp
JSON-RPC over HTTP. Tools: find_unmet_demand · validate_paying_market · get_opportunity_brief · generate_app_brief · search_open_source_accelerators · explain_method · market_stats
| Harness | Anonymous | Paid key |
|---|---|---|
| Claude Code | claude mcp add --transport http minradar https://minradar.com/mcp | claude mcp add --transport http minradar https://minradar.com/mcp --header "X-API-Key: $MINRADAR_API_KEY" |
| Codex CLI | codex mcp add minradar --url https://minradar.com/mcpwrites ~/.codex/config.toml | codex mcp add minradar --url https://minradar.com/mcp --bearer-token-env-var MINRADAR_API_KEYwrites ~/.codex/config.toml |
| Cursor | {"mcpServers": {"minradar": {"url": "https://minradar.com/mcp"}}}.cursor/mcp.json | {"mcpServers": {"minradar": {"url": "https://minradar.com/mcp", "headers": {"X-API-Key": "$MINRADAR_API_KEY"}}}}.cursor/mcp.json |
| No MCP support | use the CLI or plain curl below | |
Paid examples use an environment variable so the secret is not written into a repo. Your client must expand it before launching MCP.
2 · HTTPS + OpenAPI
GET https://minradar.com/openapi.json # contract, ready for tool-calling models
GET https://minradar.com/api/lens/unmet_demand?storefront=cn&limit=5
GET https://minradar.com/api/app/6450545056?with_github=false
GET https://minradar.com/api/app/6450545056/prompt?target=claude # markdown, paste-ready
3 · Shell CLI (for harnesses that prefer commands)
curl -sO https://minradar.com/minradar && chmod +x minradar
./minradar find --storefront cn --limit 5
./minradar brief 6450545056 --target codex
Access and pricing
Free discovery and paid Agent plans · machine-readable pricing
# Optional on every request; required for paid plans and /api/account
X-API-Key: <your key>
Authorization: Bearer <your key> # equivalent
GET https://minradar.com/api/account # plan, monthly usage, credits remaining
What an agent should know
- Rating volume is an install proxy. Apple publishes no download counts and this service does not estimate them.
- The recommended flow: find → brief → generate prompt.
- /llms.txt is the machine-readable version of this page; /sitemap.xml lists every opportunity page.