MCP server

ShortlistLens

io.github.CleanDev-Fix/shortlistlens

Checked 25 Oct 2026, 20:29 UTC · Connected to it and listed its tools

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

Working at last checkAbout 1,259 tokens per request once connected5 tools

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

At a glance

Type: MCP server
Publisher: Not verified
Status: Working at last check
Tools: 5
Token cost: About 1,259 tokens per request
Sets up in: Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
Last checked: 25 Oct 2026, 20:29 UTC

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

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

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

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

Gemini CLI

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

Cursor

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

VS Code

{"servers":{"shortlistlens":{"type":"http","url":"https://shortlistlens-mcp.streaming22box.workers.dev/mcp"}}}

Antigravity

agy mcp add shortlistlens https://shortlistlens-mcp.streaming22box.workers.dev/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"shortlistlens","server_url":"https://shortlistlens-mcp.streaming22box.workers.dev/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"shortlistlens","server_url":"https://shortlistlens-mcp.streaming22box.workers.dev/mcp"}

compare_shortlist_candidates ~297 tokens
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 ~262 tokens
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_website ~184 tokens
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_evidence ~341 tokens
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_evaluability ~175 tokens
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.

Site Check
Public website health scan, AI-crawler and structured-data readiness, and a local presence score.
StackFast FractWin Expert Brain
Expert knowledge base for sales, negotiation, strategy, operations, and risk.
GEO Scanner
Checks whether a website is readable and citable by AI systems (ChatGPT, Claude, Perplexity, etc.)
Maps Harvest
Local business data from Google Maps: ratings, reviews, businesses without a website.
Deeplead
Find local businesses, companies and decision makers with verified emails for B2B outreach.
Local Trades Kit
US data for home-service trades: service-area ZIPs, seasonal demand, review timing, service pages.
Bezal — Local Business Intelligence for AI Agents
Search 7,000+ local service businesses across America by category, location, or keyword.
Taxact
Tax filing guidance, cost comparison, document checklists, and refund estimates by TaxAct.

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