ShortlistLens MCP Server

by cleandev-fix Your server? Claim it

answering

ShortlistLens is answering right now. Last checked 9 min ago. It exposes 5 tools.

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

Uptime history 57 days of history · worst day 93%

57 days agonow

100.0%

Uptime 24h

92 of 92 checks

Tools

read from the server

146 ms

Response time

average over 24h

open, no key

Access

streamable-http

Nothing serious here today

Today is the operative word: we check ShortlistLens every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 9 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

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

~/Library/Application Support/Claude/claude_desktop_config.json

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

~/.codex/config.toml

[mcp_servers.shortlistlens]
url = "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"

.cursor/mcp.json

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

.vscode/mcp.json

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

Available tools 5

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

compare

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

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.

inspect

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.

organize

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.

score

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.

Endpoints

URL	Transport	State	Latency	Checked
https://shortlistlens-mcp.streaming22box.workers.dev/mcp	streamable-http	answering	70 ms	9 min ago

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ShortlistLens — questions

Answers built from our own checks of this server.

What can ShortlistLens do?

It exposes 5 tools, read directly from the server on our last check. Among them: compare_shortlist_candidates, generate_paid_scope, inspect_website, organize_review_evidence, score_website_evaluability. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is ShortlistLens working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 146 ms. The bar chart above shows every period we have measured.

How do I connect ShortlistLens?

Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does ShortlistLens need an API key?

No. ShortlistLens completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 5 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is ShortlistLens?

It answers our handshake in 146 ms on average, which is faster than 76% of all working MCP servers we measure. That puts it in the quick quarter of the ecosystem. The comparison comes from our own checks across the whole registry, every 15 minutes.