Imagine AI Benchmark

Connect Remote server

claude mcp add --transport http benchmark https://benchmark.useimagine.ai/api/mcp --header "Authorization: Bearer <YOUR_API_KEY>"

{
  "mcpServers": {
    "benchmark": {
      "url": "https://benchmark.useimagine.ai/api/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_API_KEY>"
      }
    }
  }
}

{
  "servers": {
    "benchmark": {
      "type": "http",
      "url": "https://benchmark.useimagine.ai/api/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_API_KEY>"
      }
    }
  }
}

Settings > Connectors > Add custom connector
URL: https://benchmark.useimagine.ai/api/mcp

Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.

Tools 5 found in our last check

• list_companies

  List companies in the benchmark catalog (customers, competitors, industry peers). Filter by name substring, industry, or tracking. Returns ids you pass to every other tool.

• company_fit_summary

  A company's page fit plus the distribution of its people's geometric means (median, baseline band), top people and who is under the 18-post floor. Company typical post = median over up to 5 counted fitted people plus the company page: founders, CEO and C-suite who posted in the…

• industry_landscape

  Every account in an industry (or a custom company set): per-company rollup (page fit + people median over the 5 most active fitted people (peopleCounted), preliminary = "Few posts" under 40 team posts, solo = "1 account" when one fitted account carries the company), population v…

• methodology

  Imagine AI research rules (log-normal engagement, geometric means, research baseline 49/77/130). Call once before interpreting any numbers.

• category_breakdown

  Post counts and engagement per content category (product update, hiring, personal story, industry insight, ...) for companies or people.

Headers

Details

More communication servers See all

• Formpit

  Form backend with an inbox: create form endpoints, read submissions and reply by email.

• IGNOREO

  Tools for AI agents, pay per call in USDC (x402): privacy scan, site/email/VIN checks, chess, more

• Palimpalem

  Websites for local businesses: draft, keep, edit by chat, publish; domain, DNS, e-mail, Plus.

• Quokka Korea Tools

  Korean holidays, business days & legal deadlines, won amounts in words, NEIS/SMS byte counts

• Turbo Notify: WhatsApp for AI agents

  Send, receive, edit and react to WhatsApp messages from your own number. OAuth or API key sign-in.

• Turbo Notify: WhatsApp for AI agents

  Send, receive, edit and react to WhatsApp messages from your own number. OAuth or API key sign-in.