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BPJ Startup Research

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

Measured by MCP Station

Last check	Reachable
Checked at	—
Check success 7 / 30 days	—
First-try success 30 days	—
Median response	—
Lookups 30 days	—
Authentication	No auth
MCP version	2025-06-18
Rank score	—
Declared risk	Read-only (all tools declare readOnlyHint)
Capabilities declared	tools
Tool definitions	5 tools · with description 100% · input schema is an object 100% · read/destructive hints 100%

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

streamable-http · https://baipiaoji.com/api/startup-mcp

claude mcp add --transport http bpj-startup-research https://baipiaoji.com/api/startup-mcp

{
  "mcpServers": {
    "bpj-startup-research": {
      "url": "https://baipiaoji.com/api/startup-mcp"
    }
  }
}

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 not send customer secrets.

Repository · Website · JSON · Text for agents · Registry updated 2026-10-05