一个免费、始终在线的30+招聘行业基准报告知识库——可通过Claude使用自然语言查询。

来源包括Ashby、Gem、LinkedIn、SHRM、iCIMS、Korn Ferry、HireVue、Greenhouse、Bullhorn、Mercer、Phenom、SignalFire、Criteria Corp、Employ和Josh Bersin Company。每周代理会自动添加新的可信报告。

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你可以问什么

• “一家500人公司的平均补员时间是多少？”
• “B轮初创企业的报价接受率基准有哪些？”
• “查找2026年报告中关于人工智能招聘的引用”
• “不同公司规模的招聘人员能力如何比较？”
• “Gem的数据如何说明外展回复率？”
• “显示我所有2024年的Ashby报告”（使用结构化filter_reports工具）

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如何安装

选项A — Claude.ai（最简单，无需安装）

可以直接在浏览器中支持任何付费的Claude套餐。

1. 进入 claude.ai 并打开设置→自定义→连接器

2. 点击连接器旁边的**+，然后选择添加自定义连接器**

3. 给它命名（例如 Recruiting Reports），并粘贴 URL：

4. 点击添加

Recruiting Reports MCP

A free, always-on knowledge base of 30+ recruiting industry benchmark reports — queryable through Claude using natural language.

Sources include Ashby, Gem, LinkedIn, SHRM, iCIMS, Korn Ferry, HireVue, Greenhouse, Bullhorn, Mercer, Phenom, SignalFire, Criteria Corp, Employ, and Josh Bersin Company. A weekly agent adds new credible reports automatically.

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What you can ask it

• “What’s the average time-to-fill for a 500-person company?”
• “What are benchmarks for offer acceptance rates at Series B startups?”
• “Find quotes on AI in hiring from 2026 reports”
• “How does recruiter capacity compare across company sizes?”
• “What does Gem’s data say about outreach reply rates?”
• “Show me all Ashby reports from 2024” (uses the structured filter_reports tool)

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How to install

Option A — Claude.ai (easiest, no installs required)

Works with any paid Claude plan directly in your browser.

1. Go to claude.ai and open Settings → Customize → Connectors
2. Click + next to Connectors, then choose Add custom connector
3. Give it a name (e.g. Recruiting Reports) and paste in the URL:

   https://two026-recruiting-reports.onrender.com/mcp
   

4. Click Add

To use it in a conversation, click the + button in the chat input, go to Connectors, and toggle it on.

Option B — Claude Code (CLI)

If you use Claude Code, add this to ~/.claude/mcp.json:

{
  "mcpServers": {
    "recruiting-reports": {
      "type": "http",
      "url": "https://two026-recruiting-reports.onrender.com/mcp"
    }
  }
}

Restart Claude Code — the server connects automatically.

Start asking questions

In any session with the connector enabled, ask questions about recruiting benchmarks. Claude will pull data directly from the reports.

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Reports included

See reports/00-INDEX.md for the full list — organized by source and year, with sample sizes and a Quick Reference table of headline benchmarks.

New reports are added weekly via an automated agent. To contribute one, see CONTRIBUTING.md.

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For developers

Run locally (stdio mode):

npm install
node server.js stdio

Add to ~/.claude/mcp.json:

{
  "mcpServers": {
    "recruiting-reports": {
      "command": "node",
      "args": ["/absolute/path/to/recruiting-reports-mcp/server.js", "stdio"]
    }
  }
}

Run as HTTP server:

npm install
node server.js         # starts on port 3000
PORT=8080 node server.js

Test: curl http://localhost:3000/health

Run tests:

npm test

Add a new report: see CONTRIBUTING.md for the frontmatter schema and the canonical source vocabulary.

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Questions or suggestions? Open an issue or reach out at [email protected].