bagel vs ai.usealloy/alloy
bagel is a plugin bundle for AI coding tools published by Extelligence. Marketplaces we read that list it: 1 (Community GitHub marketplaces). ai.usealloy/alloy is an MCP server published by usealloy.ai. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-07. 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 |  ai.usealloy/alloy | |
|---|---|---|
| Community marketplace extelligence-ai/bagel | Listed Version: 0.2.7 Forks (GitHub): 31 Stars (GitHub): 403 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.0.0 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
| Fact | bagel | ai.usealloy/alloy |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 403 | No figure on GitHub |
| Forks (GitHub) (differs) | 31 | No figure on GitHub |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (localhost/mcp) | Remote server (aus.usealloy.ai/mcp) |
| Transport | Streamable HTTP | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Parts of the bundle (differs) | 5 | Not a bundle |
| Licence | Not stated | Not stated |
| Repository (differs) | github.com/extelligence-ai/bagel | github.com/alloyrobotics/alloy-web |
| Changes in the last 7 days | 0 | 0 |
| First seen (differs) | 2026-10-13 | 2026-10-11 |
| Endpoint at the last check (differs) | Status out of date: no HTTP response at the last check 30 h ago | Responded less than an hour ago |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
bagel
Query robot logs and live data in plain language via the Bagel MCP server; includes skills for triage, pipelines, live sinks, and visualization export.
ai.usealloy/alloy
Connect Claude, Cursor, Codex, and other AI tools to your robotics mission data.
How to run each
bagel As a Claude Code plugin
/plugin marketplace add extelligence-ai/bagel
/plugin install bagel@bagelai.usealloy/alloy As a remote MCP server
claude mcp add --transport http alloy https://aus.usealloy.ai/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only the endpoint of ai.usealloy/alloy responded at the last daily 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: bagel · What it can do: ai.usealloy/alloy · 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.