ShortlistLens is a remote MCP server that gives an AI agent 5 tools, among them compare_shortlist_candidates, generate_paid_scope, inspect_website. It answers at https://shortlistlens-mcp.streaming22box.workers.dev/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 11 September 2026; the last check, on 19 October 2026, succeeded.
Structured website and review evidence for AI-assisted local-business shortlisting.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
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. Inputs: candidates |
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. Inputs: business_name, website_evaluability_score, review_trust_score, priority_gaps |
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. Inputs: website_url, target_service |
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. Inputs: overall_rating, review_count, excerpts |
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. Inputs: website_url, target_service |
Every block below points at https://shortlistlens-mcp.streaming22box.workers.dev/mcp. Pick your client and copy.
claude mcp add --transport http shortlistlens https://shortlistlens-mcp.streaming22box.workers.dev/mcp
{
"mcpServers": {
"shortlistlens": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"]
}
}
}{
"mcpServers": {
"shortlistlens": {
"url": "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"
}
}
}{
"servers": {
"shortlistlens": {
"type": "http",
"url": "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"
}
}
}{
"context_servers": {
"shortlistlens": {
"url": "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"
}
}
}{
"mcpServers": {
"shortlistlens": {
"serverUrl": "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"
}
}
}{
"mcpServers": {
"shortlistlens": {
"url": "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"
}
}
}name: ShortlistLens
version: 0.0.1
schema: v1
mcpServers:
- name: ShortlistLens
type: streamable-http
url: https://shortlistlens-mcp.streaming22box.workers.dev/mcp{
"mcpServers": {
"shortlistlens": {
"httpUrl": "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"
}
}
}{
"mcpServers": {
"shortlistlens": {
"type": "http",
"url": "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"
}
}
}{
"mcpServers": {
"shortlistlens": {
"url": "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fshortlistlens-mcp.streaming22box.workers.dev%2Fmcp&type=streamable_http&id=shortlistlens&name=ShortlistLens
It answered our last check on 19 October 2026 in 237 ms. Over 6 checks since 11 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.
5, as returned by the server's own tools/list on 12 September 2026: compare_shortlist_candidates, generate_paid_scope, inspect_website, organize_review_evidence, score_website_evaluability.
It answered our last check on 19 October 2026 in 237 ms. Over 6 checks since 11 September 2026 it answered 6.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://shortlistlens-mcp.streaming22box.workers.dev/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: io.github.cleandev-fix. Endpoint host: shortlistlens-mcp.streaming22box.workers.dev. ARD identifier: urn:air:io.github.cleandev-fix:mcp:shortlistlens.
First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.