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ShortlistLens

by CleanDev-Fix · remote · no sign-in to list tools · v0.1.0 · published by GitHub user CleanDev-Fix

Structured website and review evidence for AI-assisted local-business shortlisting.

Changes · 2
CompareRegistry entry

5 tools: 2 change things and 3 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 shortlistlens https://shortlistlens-mcp.streaming22box.workers.dev/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 2Claude Code: ask
  • generate_paid_scopeTurn a ShortlistLens result into a concise fixed-scope implementation brief for a Buyer-Readiness Scorecard or a 72-hour AI Buyer-Readiness Sprint.No findings

    Why it is in this group

    • The name "generate_paid_scope" says "generate": a word for a change.
    Description, as the server wrote it
    Turn a ShortlistLens result into a concise fixed-scope implementation brief for a Buyer-Readiness Scorecard or a 72-hour AI Buyer-Readiness Sprint.
  • organize_review_evidenceOrganize user-supplied public review excerpts into transparent positive, risk, owner-response, and corrective-action signals.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.
    Description, as the server wrote it
    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.
Only reads 3Claude Code: allow
  • compare_shortlist_candidatesCompare two to six businesses after the user has gathered website and review scores.No findings

    Why it is in this group

    • The name "compare_shortlist_candidates" says "compare": a word for reading.
    Description, as the server wrote it
    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.
  • inspect_websiteFetch a public business website page and return structured, accessible facts for a buyer-readiness review.No findings

    Why it is in this group

    • The name "inspect_website" says "inspect": a word for reading.
    Description, as the server wrote it
    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_evaluabilityInspect 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.No findings

    Why it is in this group

    • The description's first verb is "inspect": a word for reading.
    Description, as the server wrote it
    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.

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 0.1.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http shortlistlens https://shortlistlens-mcp.streaming22box.workers.dev/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__shortlistlens__inspect_website",
      "mcp__shortlistlens__score_website_evaluability",
      "mcp__shortlistlens__compare_shortlist_candidates"
    ],
    "ask": [
      "mcp__shortlistlens__organize_review_evidence",
      "mcp__shortlistlens__generate_paid_scope"
    ],
    "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 shortlistlens. Review it before you use it.