Mmcp.market

ShortlistLens MCP server

by CleanDev-Fix·io.github.CleanDev-Fix/shortlistlens·v0.1.0
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Structured website and review evidence for AI-assisted local-business shortlisting.

C67/100grade C
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Safety scan
C67/100

full report

Adoption
New

Little public usage data yet

Reviews

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If you have run it, two minutes of your experience saves the next person an afternoon.

ShortlistLens tools (5)

write = sends, deletes, buys or posts
  • compare_shortlist_candidatesFree

    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_scopeFree

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

  • inspect_websiteFree

    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.

  • organize_review_evidenceFree

    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.

  • score_website_evaluabilityFree

    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.

Public scan report

scanner v0.1.9 · 2026-09-21 · same rubric, same numbers if you re-run it

1 low
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 859ms20/20
  • Tool poisoning5 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenanceno repository listed3/15
  • Maintainer identityno repository or website to verify2/10

Findings (1)

  • lowNo source repository listedmaint.no-repo
Overall 67/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

claude mcp add --transport http shortlistlens https://shortlistlens-mcp.streaming22box.workers.dev/mcp
Add to Cursor

ShortlistLens: common questions

Is ShortlistLens MCP server safe?
With care: it is graded C, so read the findings first (67/100). Read the ShortlistLens safety report
How do I install ShortlistLens?
It runs remotely at shortlistlens-mcp.streaming22box.workers.dev. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does ShortlistLens need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is ShortlistLens maintained?
The latest release is v0.1.0.
Is ShortlistLens up?
100% of our last 20 checks got an answer. We check remote servers about four times a day.
What can I use instead of ShortlistLens?
Servers from other publishers that do the same job: Domain Liveness MCP server and Business Contact Finder MCP server.

Alternatives to ShortlistLens

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