BPJ Startup Research
BPJ startup cases, launch signals and validation plans. Free preview; member tools use scoped keys.
| Endpoint | https://baipiaoji.com/api/startup-mcp (streamable-http) |
|---|---|
| Registry version | 1.0.0 |
| Now | 5 tools · grade A (94) · pin ts_0af9f1210e03fc23408160a0f5a50c14 · protocol 2025-06-18 |
| First / last listed | 2026-10-28 02:09 UTC / 2026-10-28 02:09 UTC |
| Grade over time | 2026-10-28: A (94), 5 tools |
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Tools: startup_preview search_startup_cases compare_startup_cases get_startup_radar build_startup_plan
startup_preview | Free preview of dated business evidence and launch signals. Explains membership access, limits and caveats; no key needed. params: language |
search_startup_cases | MEMBER: find source-backed AI startup cases, with dated revenue/adoption/failure evidence. Default excludes company references. Relevance is not success probability. params: query, outcome, scope, category, language, limit |
compare_startup_cases | MEMBER: compare 2–4 reviewed cases for the same customer job. Retains metric periods, team evidence and limits; never converts revenue to profit. params: ids*, language |
get_startup_radar | MEMBER: query daily Show HN discussion samples and Product Hunt launches, with dates and optional retained history. Launches and keywords are unreviewed; no revenue or solo verdict. params: source, focus, history, language, limit |
build_startup_plan | MEMBER: build a source-linked 14-day validation plan, opposing success/failure evidence, unit economics and website-upgrade suggestions. Local retrieval and neural representation, no external LLM. Do not send customer secrets. params: question*, skill, customer, stage, budget, hours, price, variableCost, fixedCost, language |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.