kwin-mcp vs EmbeddedCI BenchPod
kwin-mcp is a plugin bundle for AI coding tools published by Byeonghoon Yoo. Marketplaces we read that list it: 1 (Community GitHub marketplaces). EmbeddedCI BenchPod is an MCP server published by embeddedci-com. Marketplaces we read that list it: 2 (Official MCP Registry, PyPI (MCP servers)). As of our marketplace pass on 2026-10-23. 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 |  EmbeddedCI BenchPod | |
|---|---|---|
| Community marketplace isac322/kwin-mcp | Listed Version: 1.0.0 Forks (GitHub): 19 Stars (GitHub): 71 Not marked · First seen |
Not listed |
| Community marketplace vibeprogramm/kwin-mcp | Removed on 2026-10-16 Version: 0.9.0 Forks (GitHub): 0 Stars (GitHub): 2 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 2.13.3 Downloads/month (PyPI): 1 509 Downloads/week (PyPI): 683 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
| PyPI (MCP servers) | Not listed | Listed Version: 2.13.3 Downloads/month (PyPI): 1 509 Downloads/week (PyPI): 683 Forks (GitHub): 0 Stars (GitHub): 0 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 | kwin-mcp | EmbeddedCI BenchPod |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 2 (better) |
| Stars (GitHub) (differs) | 71 (better) | 0 (worse) |
| Forks (GitHub) (differs) | 19 (better) | 0 (worse) |
| Last release (differs) | Not published | 2026-10-20 |
| Where it runs (differs) | On your machine (kwin-mcp) | On your machine (embeddedci-mcp) |
| Transport (differs) | Not stated | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 3, secrets among them: 1 |
| Parts of the bundle (differs) | 2 | Not a bundle |
| Licence (differs) | MIT | Apache-2.0 |
| Repository (differs) | github.com/isac322/kwin-mcp | github.com/embeddedci-com/embeddedci-python |
| Changes in the last 7 days (differs) | 3 | 4 |
| First seen (differs) | 2026-10-14 | 2026-10-11 |
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
kwin-mcp
Bundles the kwin-mcp MCP server (uvx kwin-mcp) plus the kwin-desktop-automation skill that teaches session-mode selection, the observe-act-verify loop, element refs, US-QWERTY vs Unicode typing, held input, and platform pitfalls (global logical coordinates, QMenu invisibility, EIS edge limits, clipboard opt-in).
EmbeddedCI BenchPod
Drive a BenchPod hardware-in-the-loop bench: power, flash, UART, I2C, CAN, analog and logic.
How to run each
kwin-mcp As a Claude Code plugin
/plugin marketplace add isac322/kwin-mcp
/plugin install kwin-mcp@kwin-mcpEmbeddedCI BenchPod As a local MCP server: PyPI package
claude mcp add --env "BENCHPOD_API_KEY=<YOUR_BENCHPOD_API_KEY>" --transport stdio embeddedci-mcp -- uvx embeddedci-mcpRequires: BENCHPOD_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 kwin-mcp publish no settings it asks for, so we do not compare settings.
What it can do: kwin-mcp · What it can do: EmbeddedCI BenchPod · 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. Package data comes from the Python Package Index (pypi.org). Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.