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huggingface-skills vs OpenTrain

huggingface-skills is a plugin bundle for AI coding tools published by huggingface. Marketplaces we read that list it: 2 (Claude Code: claude-plugins-official, Claude Code: claude-plugins-community). OpenTrain is an MCP server published by OpenTrain-AI. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-14. 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
Marketplacehuggingface-skillsOpenTrain
Claude Code: claude-plugins-official Listed
Version: 1.0.29
Forks (GitHub): 766
Stars (GitHub): 11 162
Not marked · First seen
Not listed
Claude Code: claude-plugins-community Listed
Version: 1.0.23
Forks (GitHub): 766
Stars (GitHub): 11 162
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.2.2
Downloads/month (npm): 3 778
Downloads/week (npm): 941
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

huggingface-skills vs OpenTrain
Facthuggingface-skillsOpenTrain
Marketplaces that list it (differs)2 (better)1 (worse)
Stars (GitHub) (differs)11 162No figure on GitHub
Forks (GitHub) (differs)766No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)Remote server (huggingface.co/mcp)On your machine (@opentrain-ai/mcp)
Transport (differs)Streamable HTTPstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)Not published2, secrets among them: 1
Parts of the bundle (differs)26Not a bundle
Licence (differs)Apache-2.0Not stated
Repository (differs)github.com/huggingface/skillsgithub.com/opentrain-ai/opentrain-platform-monorepo
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)not checked yetno remote endpoint we check

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

huggingface-skills

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

Build, train, evaluate, and use open source AI models, datasets, and spaces.

OpenTrain

In its own words, on Official MCP Registry:

Hire human data labelers, RLHF annotators, and evaluators from your coding agent.

How to run each

huggingface-skills As a Claude Code plugin

Claude Code
/plugin install huggingface-skills@claude-plugins-official

OpenTrain As a local MCP server: npm package

Claude Code
claude mcp add --env "OPENTRAIN_PERSONAL_API_TOKEN=<YOUR_OPENTRAIN_PERSONAL_API_TOKEN>" --transport stdio opentrain -- npx -y @opentrain-ai/mcp

Requires: OPENTRAIN_PERSONAL_API_TOKEN (secret)

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

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-skills publish no settings it asks for, so we do not compare settings.

What it can do: huggingface-skills · What it can do: OpenTrain · 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 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