ShortlistLens
Structured website and review evidence for AI-assisted local-business shortlisting.
MCP server · by CleanDev-Fix
About
ShortlistLens is an MCP server published by CleanDev-Fix. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-12.
What it asks for
- Runs remotely
None of the marketplaces we read publishes its tools or the settings it asks for.
What it declares, asks for and runs, in full
Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.
Works with
- Claude Code
- Codex
- Cursor
- VS Code
- Copilot CLI
A one-click link opens the client, which asks you to confirm before it adds the server.
From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.
Connect
Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.
As a remote MCP server
Built from what Official MCP Registry declares.
claude mcp add --transport http shortlistlens https://shortlistlens-mcp.streaming22box.workers.dev/mcp[mcp_servers.shortlistlens]
url = "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"{
"mcpServers": {
"shortlistlens": {
"url": "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"
}
}
}Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 0.1.0 | No figure published | Not marked |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
What changed
Nothing has moved on this plugin since we started watching it.
Similar plugins
Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.
-
Does ChatGPT recommend a local business? Live AI-engine check plus who gets named instead.
-
Yelp business leads via Apify: rating, phone, price range.
-
Bezal — Local Business Intelligence for AI Agents
Search 7,000+ local service businesses across America by category, location, or keyword.
-
4 Yelp endpoints. Pay per call in USDC via x402.
-
Discover, read and book verified real-world businesses through one endpoint.
-
directory com.anots/directory
Discover and query every business on ANOTS — search, ask, or find-and-ask over MCP.
-
Scrape Google Maps business leads, reviews, and photos via hosted Remote MCP.
-
Google Maps business leads via Apify: name, phone, website, rating.
-
TownRoster Local Business Intelligence
OSM-sourced local business data across 9 niches — cuisine, dietary options, delivery, accessibility.
-
Sales prospecting and lead generation from Google reviews: local businesses leaking leads, scored.
Similar plugins by marketplace
The same question asked of one marketplace at a time: is there an analog of this plugin there?
Has a listing on Claude Code: claude-plugins-community (5)
-
HasData turns Claude Code into a research, lead-generation, and data-extraction agent. Instead of stitching together generic scrapers, the plugin gives Claude direct access to 40+…
-
Complete 21-phase local business SEO audit system for Claude Code. Covers technical SEO, on-page, content strategy, local SEO & GBP, AI visibility (ChatGPT, Perplexity, Gemini, AI…
-
Make restaurant reservations on OpenTable. Let AI agents search restaurants, check availability, and book tables.
-
Search businesses, check availability, and book appointments on OpenTriangle
-
Nimble web data toolkit — search, extract, map, crawl the web and work with structured data agents
Has a listing on Claude Code: claude-plugins-official (5)
-
Nimble web data toolkit — search, extract, map, crawl the web and work with structured data agents
-
Government contracting research and capture workflows in Claude: opportunity and pipeline briefs, bid/no-bid and competitor analysis, price-to-win and proposal prep, powered by…
-
Web scraping, Google search, structured data extraction, and MCP server integration powered by Bright Data. Includes 7 skills: scrape any webpage as markdown (with bot…
-
You.com agent skills for web search, research with citations, and content extraction. Guided integrations for Vercel AI SDK, Claude Agent SDK, OpenAI Agents SDK, crewAI…
-
Vibe Prospecting connects Claude to live B2B company and contact data so users can search, match, enrich, filter, and export prospects at scale. It turns natural-language requests…
Has a listing on Claude: knowledge-work-plugins (5)
-
Nimble web data toolkit — search, extract, map, crawl the web and work with structured data agents
-
Government contracting research and capture workflows in Claude: opportunity and pipeline briefs, bid/no-bid and competitor analysis, price-to-win and proposal prep, powered by…
-
Web scraping, Google search, structured data extraction, and MCP server integration powered by Bright Data. Includes 7 skills: scrape any webpage as markdown (with bot…
-
Deal-work workflows powered by Grasp company lookup, table creation, import, buyer, transaction, table enrichment, contact, and market research tools.
-
Pre-built small business workflows to help you run and grow your business. Supports a majority of the tools you already use. You approve every step that touches money or…
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
Shopify for ChatGPT makes store building and management as easy as having a conversation. Effortlessly connect your existing store or create a new online store by describing your…
-
Develop your payments integration faster with the ability to create products, prices, and payment links directly in ChatGPT. Run your business from ChatGPT with the ability to…
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
-
Answer product and business questions with data
-
Bring operational data and context into the flow of your ChatGPT conversations. You can ask questions, create and update records, and analyze your data—all through conversation…
Has a listing on Community GitHub marketplaces (5)
-
Web scraping, Google search, structured data extraction, and MCP server integration powered by Bright Data. Includes 7 skills: scrape any webpage as markdown (with bot…
-
Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…
-
Semantic search over 3.5M+ live US job postings pulled straight from company ATSes. Read-only.
-
Prospect, enrich leads, load outreach sequences, and query sales analytics with Apollo.io — one-click MCP server integration for Claude Code and Cowork.
-
Verified pricing, hidden costs, negotiation data, price changes & TCO for 3,390+ software products.
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.
-
Helps devs extract data from any website with thousands of trusted scrapers, crawlers, and automations from Apify Store. Integrate ready-made Actors to access all popular social…
-
Accept payments and grow your business. Stripe's agent plugin includes best practices, upgrade guidance, and our MCP server.
-
Getting-started router skill for Rayfin - scaffold a new app with the Rayfin CLI, then use the version-locked skill installed in the project.
-
Self-configuring status briefing generator. Learns your communication style from examples, discovers your data sources, and produces draft updates for any audience on demand.
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
workiq-productivity
WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.
-
Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
-
code-apps-preview
Build and deploy Power Apps code apps using React, Vite, and Power Platform connectors.
Has a listing on Cursor: cursor/plugins (5)
Has a listing on Docker MCP Catalog (5)
-
AI assistant for ingested content with anonymous access.
-
Place search, geocoding, and route optimization.
-
mcp-explorium ai.explorium/mcp-explorium
Access live company and contact data from Explorium's AgentSource B2B platform.
-
Production-ready RAG service to search and retrieve data from your documents.
-
Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…
Has a listing on Official MCP Registry (5)
-
Does ChatGPT recommend a local business? Live AI-engine check plus who gets named instead.
-
Yelp business leads via Apify: rating, phone, price range.
-
Bezal — Local Business Intelligence for AI Agents
Search 7,000+ local service businesses across America by category, location, or keyword.
-
4 Yelp endpoints. Pay per call in USDC via x402.
-
Discover, read and book verified real-world businesses through one endpoint.
Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.
Is this your plugin?
Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.