BPJ Startup Research

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

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质量与安全性

A
描述质量
100%
模式完整度
74%
命名质量
96%
投毒风险
100%
权限匹配度
100%
协议合规性
100%

基于对工具定义和协议合规性的自动分析。

上下文开销

~811token 数(工具定义)
~1.0 KB典型响应大小
对注意力有中等影响(占 128k 上下文窗口的 0.63%)

这是每次将服务器的工具加载到模型上下文窗口时所消耗的大致 token 数。数值越高,可用于其他任务的注意力就越少。

安装

一键安装

将以下内容添加到你的 `claude_desktop_config.json` 文件中:

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

远程端点

https://baipiaoji.com/api/startup-mcpstreamable-http

它能做什么

工具清单

工具(5)

🟢 只读🟡 写入🔴 删除⚪ 未知
🟢startup_preview(language)

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

输入模式

{
  "type": "object",
  "properties": {
    "language": {
      "type": "string",
      "enum": [
        "zh",
        "en"
      ]
    }
  },
  "required": [],
  "additionalProperties": false
}
🟢search_startup_cases(query, outcome, scope, category, language, ...)

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

输入模式

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "maxLength": 500
    },
    "outcome": {
      "type": "string",
      "enum": [
        "success",
        "failure",
        "all"
      ]
    },
    "scope": {
      "type": "string",
      "enum": [
        "non-company",
        "solo",
        "small-team",
        "company",
        "unknown",
        "all"
      ]
    },
    "category": {
      "type": "string",
      "maxLength": 60
    },
    "language": {
      "type": "string",
      "enum": [
        "zh",
        "en"
      ]
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 20
    }
  },
  "required": [],
  "additionalProperties": false
}
🟢compare_startup_cases(ids, language)

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

输入模式

{
  "type": "object",
  "properties": {
    "ids": {
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 80
      },
      "minItems": 2,
      "maxItems": 4,
      "uniqueItems": true
    },
    "language": {
      "type": "string",
      "enum": [
        "zh",
        "en"
      ]
    }
  },
  "required": [
    "ids"
  ],
  "additionalProperties": false
}
🟢get_startup_radar(source, focus, history, language, limit)

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.

输入模式

{
  "type": "object",
  "properties": {
    "source": {
      "type": "string",
      "enum": [
        "all",
        "hn",
        "ph"
      ]
    },
    "focus": {
      "type": "string",
      "enum": [
        "consumer",
        "consumer-ai",
        "ai",
        "all"
      ]
    },
    "history": {
      "type": "boolean"
    },
    "language": {
      "type": "string",
      "enum": [
        "zh",
        "en"
      ]
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 20
    }
  },
  "required": [],
  "additionalProperties": false
}
🟢build_startup_plan(question, skill, customer, stage, budget, ...)

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.

输入模式

{
  "type": "object",
  "properties": {
    "question": {
      "type": "string",
      "maxLength": 500
    },
    "skill": {
      "type": "string",
      "maxLength": 240
    },
    "customer": {
      "type": "string",
      "maxLength": 240
    },
    "stage": {
      "type": "string",
      "maxLength": 120
    },
    "budget": {
      "type": "number",
      "minimum": 0,
      "maximum": 1000000000
    },
    "hours": {
      "type": "number",
      "minimum": 0,
      "maximum": 168
    },
    "price": {
      "type": "number",
      "minimum": 0,
      "maximum": 1000000000
    },
    "variableCost": {
      "type": "number",
      "minimum": 0,
      "maximum": 1000000000
    },
    "fixedCost": {
      "type": "number",
      "minimum": 0,
      "maximum": 1000000000000
    },
    "language": {
      "type": "string",
      "enum": [
        "zh",
        "en"
      ]
    }
  },
  "required": [
    "question"
  ],
  "additionalProperties": false
}

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