BPJ Startup Research
io.github.f-tiger/bpj-startup-research
BPJ startup cases, launch signals and validation plans. Free preview; member tools use scoped keys.
This endpoint completed initialize and tools/list. No tool was called.
- Rank
- #1273
- Score
- 82
- Tool tokens
- 805
- Tools
- 5
Tools
Token cost is the o200k count of the tools list JSON, including schemas, before any tool is called.
startup_preview
Free preview of dated business evidence and launch signals. Explains membership access, limits and caveats; no key needed.
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.
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.
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.
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
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