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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.

Yes, your AI can use this right now.Answered a live MCP handshake in 104 ms with no sign-in needed and exposes 5 tools.

Connect it

Settings → Connectors → Add custom connector
URL: https://baipiaoji.com/api/startup-mcp

5 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
startup_previewread-only

Free preview of dated business evidence and launch signals. Explains membership access, limits and caveats; no key needed.

search_startup_casesread-only

MEMBER: find source-backed AI startup cases, with dated revenue/adoption/failure evidence. Default excludes company references. Relevance is not success probability.

compare_startup_casesread-only

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_radarread-only

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_planread-only

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.

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