io.github.Glittering/ai-browser vs Desktop Commander
io.github.Glittering/ai-browser is an MCP server published by Glittering. Marketplaces we read that list it: 1 (Official MCP Registry). 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 2026-10-23. 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 |  io.github.Glittering/ai-browser |   Desktop Commander |
|---|---|---|
| Official MCP Registry | Listed Version: 2.1.2 Downloads/month (npm): 410 Downloads/week (npm): 410 Forks (GitHub): 0 Stars (GitHub): 4 Not marked · First seen |
Listed Version: 0.3.1 Downloads/month (npm): 966 995 Downloads/week (npm): 159 845 Forks (GitHub): 1 253 Stars (GitHub): 10 092 Not marked · First seen |
| Claude Code: claude-plugins-official | Not listed | Listed Version: 0.2.0 Forks (GitHub): 1 253 Stars (GitHub): 10 092 Not marked · First seen |
| Docker MCP Catalog | Not listed | Listed Version: sha256:5df787069e37 Forks (GitHub): 1 253 Pulls (Docker Hub): 238 656 Stars (Docker Hub): 22 Stars (GitHub): 10 092 Not marked · First seen |
| Claude: knowledge-work-plugins | Not listed | Listed Version: 0.2.0 Forks (GitHub): 1 253 Stars (GitHub): 10 092 Not marked · First seen |
| Claude Code: claude-plugins-community | Not listed | Listed Version: 0.2.0 Forks (GitHub): 1 253 Stars (GitHub): 10 092 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 | io.github.Glittering/ai-browser | Desktop Commander |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 6 (better) |
| Stars (GitHub) (differs) | 4 (worse) | 10 092 (better) |
| Pulls (Docker Hub) (differs) | No figure on Docker Hub | 238 656 |
| Forks (GitHub) (differs) | 0 (worse) | 1 253 (better) |
| Last release (differs) | 2026-10-23 (better) | 2026-10-22 (worse) |
| Where it runs (differs) | On your machine (@glittering0717/ai-browser) | On your machine (@wonderwhy-er/desktop-commander) |
| Transport | stdio | stdio |
| Tools it declares (differs) | Not published | 26 |
| Environment variables it asks for | Not published | Not published |
| Parts of the bundle (differs) | Not a bundle | 7 |
| Licence (differs) | Not stated | MIT |
| Repository (differs) | github.com/glittering/ai-browser | github.com/wonderwhy-er/desktopcommandermcp |
| Changes in the last 7 days (differs) | 2 | 1 |
| 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
io.github.Glittering/ai-browser
Visible Electron browser driven by a semantic accessibility tree: 17 MCP tools, no screenshots.
Desktop Commander
MCP server for terminal commands, file operations, and process management
How to run each
io.github.Glittering/ai-browser As a local MCP server: npm package
claude mcp add --transport stdio ai-browser -- npx -y @glittering0717/ai-browser mcpDesktop 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 io.github.Glittering/ai-browser 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: io.github.Glittering/ai-browser · What it can do: Desktop Commander · Compare two other plugins
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 the public marketplace file https://github.com/anthropics/claude-plugins-community/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.