HasData Yelp vs ShortlistLens
HasData Yelp is an MCP server published by hasdata.com. Marketplaces we read that list it: 1 (Official MCP Registry). ShortlistLens is an MCP server published by CleanDev-Fix. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-15. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  HasData Yelp | |
|---|---|---|
| Official MCP Registry | Listed Version: 1.0.2 Downloads/month (npm): 536 Downloads/week (npm): 38 Forks (GitHub): 0 Stars (GitHub): 11 Not marked · First seen |
Listed Version: 0.1.0 No figure published Not marked · First seen |
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.
The facts side by side
| Fact | HasData Yelp | ShortlistLens |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 11 | No figure on GitHub |
| Forks (GitHub) (differs) | 0 | No figure on GitHub |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (mcp.hasdata.com/mcp) | Remote server (shortlistlens-mcp.streaming22box.workers.dev/mcp) |
| Transport | Streamable HTTP | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | 1, secrets among them: 1 | Not published |
| Licence | Not stated | Not stated |
| Repository (differs) | github.com/hasdata/yelp-mcp | Not stated |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | Responded 3 days ago, requires a key | not checked yet |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
HasData Yelp
Yelp business search, place details and the full review feed, as structured JSON.
ShortlistLens
Structured website and review evidence for AI-assisted local-business shortlisting.
How to run each
HasData Yelp
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Requires: HASDATA_API_KEY (secret), x-api-key header
ShortlistLens As a remote MCP server
claude mcp add --transport http shortlistlens https://shortlistlens-mcp.streaming22box.workers.dev/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only HasData Yelp has a remote endpoint we check. How we check endpoints
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
The marketplaces of ShortlistLens publish no settings it asks for, so we do not compare settings.
What it can do: HasData Yelp · What it can do: ShortlistLens · Compare two other plugins
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.