ShortlistLens

Reliability

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How to connect

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "shortlistlens": {
      "type": "http",
      "url": "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"
    }
  }
}

5 tools

• inspect_website

  Fetch a public business website page and return structured, accessible facts for a buyer-readiness review. It only examines the supplied public URL and does not scrape review platforms or private systems.

• score_website_evaluability

  Inspect a public business website and score how easily a buyer can identify the business, understand a target service, verify proof, and take the next step. Returns an explainable 0–100 rubric and priorities.

• organize_review_evidence

  Organize user-supplied public review excerpts into transparent positive, risk, owner-response, and corrective-action signals. The tool does not fetch reviews itself and does not adjudicate any claim.

• compare_shortlist_candidates

  Compare two to six businesses after the user has gathered website and review scores. Calculates a transparent shortlist score using 60% review trust and 40% website evaluability.

• generate_paid_scope

  Turn a ShortlistLens result into a concise fixed-scope implementation brief for a Buyer-Readiness Scorecard or a 72-hour AI Buyer-Readiness Sprint.

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