ai-devkit vs Desktop Commander
ai-devkit is a plugin bundle for AI coding tools published by codeaholicguy. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). Desktop Commander is an MCP server published by wonderwhy-er. Marketplaces we read that list it: 6 (Official MCP Registry, Claude Code: claude-plugins-official, Docker MCP Catalog, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces). As of our marketplace pass on 2026-10-12. 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 |  Desktop Commander | |
|---|---|---|
| Claude Code: claude-plugins-community | Listed Version: 0.47.0 Forks (GitHub): 256 Stars (GitHub): 1 645 Not marked · First seen |
Listed Version: 0.2.0 Forks (GitHub): 1 265 Stars (GitHub): 10 004 Not marked · First seen |
| Official MCP Registry | Not listed | Listed Version: 0.2.52 Downloads/month (npm): 926 846 Downloads/week (npm): 204 381 Forks (GitHub): 1 265 Stars (GitHub): 10 004 Not marked · First seen |
| Claude Code: claude-plugins-official | Not listed | Listed Version: 0.2.0 Forks (GitHub): 1 265 Stars (GitHub): 10 004 Not marked · First seen |
| Docker MCP Catalog | Not listed | Listed Version: sha256:5df787069e37 Forks (GitHub): 1 265 Pulls (Docker Hub): 235 008 Stars (Docker Hub): 22 Stars (GitHub): 10 004 Not marked · First seen |
| Claude: knowledge-work-plugins | Not listed | Listed Version: 0.2.0 Forks (GitHub): 1 265 Stars (GitHub): 10 004 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 | ai-devkit | Desktop Commander |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 6 (better) |
| Stars (GitHub) (differs) | 1 645 (worse) | 10 004 (better) |
| Pulls (Docker Hub) (differs) | No figure on Docker Hub | 235 008 |
| Forks (GitHub) (differs) | 256 (worse) | 1 265 (better) |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (@wonderwhy-er/desktop-commander) |
| Transport (differs) | Not stated | stdio |
| Tools it declares (differs) | Not published | 26 |
| Environment variables it asks for | Not published | Not published |
| Parts of the bundle (differs) | 24 | 7 |
| Licence | MIT | MIT |
| Repository (differs) | github.com/codeaholicguy/ai-devkit | github.com/wonderwhy-er/desktopcommandermcp |
| Changes in the last 7 days (differs) | 0 | 2 |
| First seen | 2026-10-11 | 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
ai-devkit
A structured software development toolkit that helps Claude Code follow senior-engineer workflows. AI DevKit provides phase-based development lifecycle (requirements, design review, planning, implementation, testing, code review), persistent memory for cross-session knowledge, test-driven development, structured debugging, code simplification, and technical writing review. It ensures consistent engineering standards across your projects with reusable skills and configurable workflows.
Desktop Commander
MCP server for terminal commands, file operations, and process management
How to run each
ai-devkit
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Desktop Commander As a local MCP server: npm package
claude mcp add --transport stdio desktop-commander -- npx -y @wonderwhy-er/desktop-commanderCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of ai-devkit publish no list of tools, so we do not compare tools.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: ai-devkit · What it can do: Desktop Commander · Compare two other plugins
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. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the public marketplace file https://github.com/anthropics/knowledge-work-plugins/blob/HEAD/.claude-plugin/marketplace.json. Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.