Connect-MCP

ShortlistLens

io.github.CleanDev-Fix/shortlistlens · v0.1.0

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

MCPremoteno credentialsWeb search & scraping

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 5 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 83/100

What it does: 5 tools · 2 read, 1 write · Web search & scraping

No tool could be tested safely. Only read-only tools that need no input are called.

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: 0
  • Safe test call: +8
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://shortlistlens-mcp.streaming22box.workers.dev/mcp

Tools

5 tools listed at last check
  • 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.

Badge

Connect-MCP badge for io.github.CleanDev-Fix/shortlistlens

Markdown for your README
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