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BPJ Startup Research

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

First seen 5 Oct 2026. Evidence as of 5 Oct 2026.

5
Tools
From an anonymous probe
1
Source listings
Each with its own history
1
Recorded changes
Since first seen

Tools

ToolDescriptionBehaviour
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.Read-only
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.Read-only
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.Read-only
search_startup_casesMEMBER: find source-backed AI startup cases, with dated revenue/adoption/failure evidence. Default excludes company references. Relevance is not success probability.Read-only
startup_previewFree preview of dated business evidence and launch signals. Explains membership access, limits and caveats; no key needed.Read-only

Change history

  1. Listed (registry)
Source listings
SourceListingFirst seenLast seenVersions
Official MCP Registryio.github.f-tiger/bpj-startup-research5 Oct 20265 Oct 20261