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Comparison

PubFi vs SmartFin

PubFi is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑15.

PubFi is a plugin bundle for AI coding tools published by HelixboxLabs. No marketplace we read lists it any more. SmartFin is an MCP server published by smartfin.fyi. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-19. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.

Where each is published

Where each is published
MarketplacePubFiSmartFin
Community marketplace helixbox/pubfi-docs Removed on 2026-10-15
Version: 0.1.0
Forks (GitHub): 2
Stars (GitHub): 0
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 3.0.0
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

PubFi vs SmartFin
FactPubFino longer listed · SmartFin
Marketplaces that list it (differs)01
Stars (GitHub) (differs)0No figure on GitHub
Forks (GitHub) (differs)2No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleRemote server (smartfin.fyi/mcp)
Transport (differs)Not statedStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)1Not a bundle
Licence (differs)MITNot stated
Repository (differs)github.com/helixbox/pubfi-docsNot stated
Changes in the last 7 days (differs)40
First seen (differs)2026-10-132026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 3 days ago

Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.

What to use instead of PubFi

Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.

Its card, with similar plugins by marketplace

What each says it does

PubFi

In its own words, on Community GitHub marketplaces:

Discover and query crypto data through PubFi.

SmartFin

In its own words, on Official MCP Registry:

Backtest S&P 500 stocks and ETFs on real prices, plus loan, savings, FIRE and retirement tools.

How to run each

PubFi

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

SmartFin As a remote MCP server

Claude Code
claude mcp add --transport http smartfin https://smartfin.fyi/mcp

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Only SmartFin 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

Neither one's marketplaces publish the settings it asks for.

What it can do: PubFi · What it can do: SmartFin · Compare two other plugins

Data comes from public marketplace files in GitHub repositories of their authors. 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.

Where the data comes from: how the catalog is built