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alloydb vs HuggingFace New Dataset Release Tracker (hfdatasets)

alloydb is a plugin bundle for AI coding tools published by gemini-cli-extensions. Marketplaces we read that list it: 3 (Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces). HuggingFace New Dataset Release Tracker (hfdatasets) is an MCP server published by a2awire.com. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-27. 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

Where each is published
MarketplacealloydbHuggingFace New Dataset Release Tracker (hfdatasets)
Claude Code: claude-plugins-official Listed
Version: 0.2.0
Forks (GitHub): 6
Stars (GitHub): 24
Not marked · First seen
Not listed
Claude Code: claude-plugins-community Listed
Version: 0.2.0
Forks (GitHub): 6
Stars (GitHub): 24
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.1.1
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

alloydb vs HuggingFace New Dataset Release Tracker (hfdatasets)
FactalloydbHuggingFace New Dataset Release Tracker (hfdatasets)
Marketplaces that list it (differs)3 (better)1 (worse)
Stars (GitHub) (differs)96No figure on GitHub
Forks (GitHub) (differs)13No figure on GitHub
Last release (differs)2026-10-16Not published
Where it runs (differs)On your machine (@toolbox-sdk/server)Remote server (a2awire.com/mcp/data/huggingface-new-dataset-release-tracker-hfdatasets-47948f/http)
Transport (differs)Not statedStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)8, secrets among them: 1Not published
Parts of the bundle (differs)8Not a bundle
Licence (differs)Apache-2.0Not stated
Repository (differs)github.com/gemini-cli-extensions/alloydbgithub.com/ee324/a2awire
Changes in the last 7 days (differs)70
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checkResponded 4 days ago

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

alloydb

In its own words, on Claude Code: claude-plugins-official:

Create, connect, and interact with an AlloyDB for PostgreSQL database and data.

HuggingFace New Dataset Release Tracker (hfdatasets)

In its own words, on Official MCP Registry:

New HF datasets: releases, licenses, updates. $0.01/query. Register in-session — free testnet funds.

How to run each

alloydb As a Claude Code plugin

Claude Code
/plugin install alloydb@claude-plugins-official

HuggingFace New Dataset Release Tracker (hfdatasets) As a remote MCP server

Claude Code
claude mcp add --transport http data-new-dataset-release-huggingface-tra https://a2awire.com/mcp/data/huggingface-new-dataset-release-tracker-hfdatasets-47948f/http

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

Only HuggingFace New Dataset Release Tracker (hfdatasets) 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 HuggingFace New Dataset Release Tracker (hfdatasets) publish no settings it asks for, so we do not compare settings.

What it can do: alloydb · What it can do: HuggingFace New Dataset Release Tracker (hfdatasets) · Compare two other plugins

Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. 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