fiftyone vs AI plant health diagnosis
fiftyone is a plugin bundle for AI coding tools published by voxel51. Marketplaces we read that list it: 2 (Claude Code: claude-plugins-official, Claude Code: claude-plugins-community). AI plant health diagnosis is an MCP server published by plant-lab. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-28. 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 |  fiftyone |  AI plant health diagnosis |
|---|---|---|
| Claude Code: claude-plugins-official | Listed Version: 1.0.3 Forks (GitHub): 11 Stars (GitHub): 47 Not marked · First seen |
Not listed |
| Claude Code: claude-plugins-community | Listed Version: 1.0.3 Forks (GitHub): 11 Stars (GitHub): 47 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
| Fact | fiftyone | AI plant health diagnosis |
|---|---|---|
| Marketplaces that list it (differs) | 2 (better) | 1 (worse) |
| Stars (GitHub) (differs) | 47 | No figure on GitHub |
| Forks (GitHub) (differs) | 11 | No figure on GitHub |
| Last release (differs) | 2026-10-16 (worse) | 2026-10-19 (better) |
| Where it runs (differs) | Installs as a plugin bundle | Remote server (mcp.plantlab.ai) |
| Transport (differs) | Not stated | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Parts of the bundle (differs) | 21 | Not a bundle |
| Licence (differs) | Apache-2.0 | Not stated |
| Repository (differs) | github.com/voxel51/fiftyone-skills | Not stated |
| Changes in the last 7 days | 0 | 0 |
| First seen (differs) | 2026-10-11 | 2026-10-19 |
| Endpoint at the last check (differs) | no remote endpoint we check | Responded 2 days ago, requires a key |
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
fiftyone
Build high-quality datasets and computer vision models. Visualize datasets, analyze models, find duplicates, run inference, evaluate predictions, and develop custom plugins.
AI plant health diagnosis
Fast, private multi-species diagnosis. Custom-trained models. No third-party AI or image retention.
How to run each
fiftyone As a Claude Code plugin
/plugin install fiftyone@claude-plugins-officialAI plant health diagnosis As a remote MCP server
claude mcp add --transport http plantlab https://mcp.plantlab.ai --header "Authorization: Bearer <YOUR_PLANTLAB_API_KEY>"Requires: Authorization header
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Only AI plant health diagnosis 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: fiftyone · What it can do: AI plant health diagnosis · 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.