BPJ Startup Research

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

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

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "BPJ Startup Research": {
      "url": "https://baipiaoji.com/api/startup-mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (5)

• startup_preview read-only

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

  Parameters:

  • language — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• search_startup_cases read-only

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

  Parameters:

  • limit — integer
  • query — string
  • scope — string
  • outcome — string
  • category — string
  • language — string

  Hints: read-only yes · destructive no · idempotent no · open-world no

• compare_startup_cases read-only

  MEMBER: compare 2–4 reviewed cases for the same customer job. Retains metric periods, team evidence and limits; never converts revenue to profit.

  Parameters:

  • ids (required) — array
  • language — string

  Hints: read-only yes · destructive no · idempotent no · open-world no

• get_startup_radar read-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.

  Parameters:

  • focus — string
  • limit — integer
  • source — string
  • history — boolean
  • language — string

  Hints: read-only yes · destructive no · idempotent no · open-world no

• build_startup_plan read-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.

  Parameters:

  • question (required) — string
  • hours — number
  • price — number
  • skill — string
  • stage — string
  • budget — number
  • customer — string
  • language — string
  • fixedCost — number
  • variableCost — number

  Hints: read-only yes · destructive no · idempotent no · open-world no

Publisher website Repository

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.