sentinel vs Ultralytics Platform MCP
sentinel is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑19.
sentinel is a plugin bundle for AI coding tools published by Jirka Borovec. No marketplace we read lists it any more. Ultralytics Platform MCP is an MCP server published by amanharshx. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-23. 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
| Marketplace |  Ultralytics Platform MCP | |
|---|---|---|
| Community marketplace borda/vision-delivery | Removed on 2026-10-19 Version: 0.5.0 Forks (GitHub): 0 Stars (GitHub): 4 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.1.14 Downloads/month (npm): 832 Downloads/week (npm): 43 Forks (GitHub): 1 Stars (GitHub): 10 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 | sentinelno longer listed · | Ultralytics Platform MCP |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 1 |
| Stars (GitHub) (differs) | 4 | 10 |
| Forks (GitHub) (differs) | 0 | 1 |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (mcp.roboflow.com/mcp) | On your machine (ultralytics-mcp) |
| Transport (differs) | Streamable HTTP | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 2, secrets among them: 1 |
| Parts of the bundle (differs) | 16 | Not a bundle |
| Licence (differs) | Apache-2.0 | Not stated |
| Repository (differs) | github.com/borda/vision-delivery | github.com/amanharshx/ultralytics-mcp |
| Changes in the last 7 days (differs) | 2 | 0 |
| First seen (differs) | 2026-10-14 | 2026-10-11 |
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 sentinel
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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Design, save, and run outcome-aligned AI workflows and verifiers, with reliable image output.
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Build production computer vision pipelines for object detection, tracking, and video analysis. Handles drone footage, wildlife monitoring, and real-time detection. Supports YOLO…
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Roboflow computer vision for AI agents: datasets, annotation, versioning, workflows, inference.
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Run multi-step AI pipelines for video, image, audio and text: upload media, run, poll results.
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Run 100+ AI models — image, video, audio, 3D — through one API with pay-per-use billing.
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Unofficial community MCP server for the Spot AI camera and video-intelligence REST API. Read-only.
What each says it does
sentinel
Guide an operational computer vision goal toward verified proof, costs, and a decision while delegating current platform execution to Roboflow.
Ultralytics Platform MCP
MCP server for Ultralytics Platform projects, datasets, training, prediction, exports, and models.
How to run each
sentinel
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Ultralytics Platform MCP As a local MCP server: npm package
claude mcp add --env "ULTRALYTICS_API_KEY=<YOUR_ULTRALYTICS_API_KEY>" --transport stdio ultralytics-mcp -- npx -y ultralytics-mcpRequires: ULTRALYTICS_API_KEY (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 sentinel publish no settings it asks for, so we do not compare settings.
What it can do: sentinel · What it can do: Ultralytics Platform MCP · 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.