BPJ Startup Research

io.github.f-tiger/bpj-startup-research · v1.0.0 · ai-and-media

BPJ Startup Research is healthy: it completed an MCP handshake in 555 ms and exposes 5 tools.

BPJ startup cases, launch signals and validation plans. Free preview; member tools use scoped keys.

Endpoint: https://baipiaoji.com/api/startup-mcp (streamable-http)

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Facts

Users (last 30 days)0
HandshakeHealthy
Auth neededNone
Tool count5
Latency555 ms
Last checked (UTC)2026-10-16T07:50:37.751Z

Health history

Checked (UTC)StatusLatencyError
2026-10-16T07:50:37.751ZHealthy555
2026-10-15T03:45:45.627ZHealthy656

Tools (5)

startup_previewFree preview of dated business evidence and launch signals. Explains membership access, limits and caveats; no key needed.
search_startup_casesMEMBER: find source-backed AI startup cases, with dated revenue/adoption/failure evidence. Default excludes company references. Relevance is not success probability.
compare_startup_casesMEMBER: compare 2–4 reviewed cases for the same customer job. Retains metric periods, team evidence and limits; never converts revenue to profit.
get_startup_radarMEMBER: 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_planMEMBER: 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.