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BPJ Startup Research

by f-tiger · remote · no sign-in to list tools · v1.0.0 · published by GitHub user f-tiger

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

Changes · 1
CompareRegistry entry

5 tools: 1 change things and 4 only read.

Scanned Oct 21, 2026

No check matched anything in the tool definitions. No finding is not a safety guarantee. How the checks work.

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

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

5 tools

Changes things 1Claude Code: ask
  • build_startup_planMEMBER: build a source-linked 14-day validation plan, opposing success/failure evidence, unit economics and website-upgrade suggestions.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    • The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: false
    • openWorldHint: false
Only reads 4Claude Code: allow
  • compare_startup_casesMEMBER: compare 2–4 reviewed cases for the same customer job.No findings

    Why it is in this group

    • The name "compare_startup_cases" says "compare": a word for reading.
    Description, as the server wrote it
    MEMBER: compare 2–4 reviewed cases for the same customer job. Retains metric periods, team evidence and limits; never converts revenue to profit.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: false
    • openWorldHint: false
  • get_startup_radarMEMBER: query daily Show HN discussion samples and Product Hunt launches, with dates and optional retained history.No findings

    Why it is in this group

    • The name "get_startup_radar" says "get": a word for reading.
    Description, as the server wrote it
    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.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: false
    • openWorldHint: false
  • search_startup_casesMEMBER: find source-backed AI startup cases, with dated revenue/adoption/failure evidence.No findings

    Why it is in this group

    • The name "search_startup_cases" says "search": a word for reading.
    Description, as the server wrote it
    MEMBER: find source-backed AI startup cases, with dated revenue/adoption/failure evidence. Default excludes company references. Relevance is not success probability.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: false
    • openWorldHint: false
  • startup_previewFree preview of dated business evidence and launch signals.No findings

    Why it is in this group

    • The name "startup_preview" says "preview": a word for reading.
    Description, as the server wrote it
    Free preview of dated business evidence and launch signals. Explains membership access, limits and caveats; no key needed.

    Annotations the server declares

    • readOnlyHint: true
    • destructiveHint: false
    • idempotentHint: true
    • openWorldHint: false

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Install

Pinned to version 1.0.0. Values in angle brackets are yours to fill in.

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

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__bpj-startup-research__startup_preview",
      "mcp__bpj-startup-research__search_startup_cases",
      "mcp__bpj-startup-research__compare_startup_cases",
      "mcp__bpj-startup-research__get_startup_radar"
    ],
    "ask": [
      "mcp__bpj-startup-research__build_startup_plan"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as bpj-startup-research. Review it before you use it.