Hyperbrowser vs PWA Debug Layer
Hyperbrowser is an MCP server published by hyperbrowserai. Marketplaces we read that list it: 1 (Docker MCP Catalog). PWA Debug Layer is an MCP server published by aryanduntley. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-13. 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 |  Hyperbrowser |  PWA Debug Layer |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:11ed80138c33 Forks (GitHub): 75 Pulls (Docker Hub): 41 160 Stars (Docker Hub): 3 Stars (GitHub): 789 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.2.0 Downloads/month (npm): 296 Downloads/week (npm): 53 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 | Hyperbrowser | PWA Debug Layer |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 789 (better) | 0 (worse) |
| Pulls (Docker Hub) (differs) | 41 160 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 75 (better) | 0 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/hyperbrowser) | On your machine (@aryanduntley/pwa-debug) |
| Transport | stdio | stdio |
| Tools it declares (differs) | 10 | Not published |
| Environment variables it asks for (differs) | 1, secrets among them: 1 | Not published |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/hyperbrowserai/mcp | github.com/aryanduntley/pwa-debug-layer |
| Changes in the last 7 days | 0 | 0 |
| 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
Hyperbrowser
A MCP server implementation for hyperbrowser.
PWA Debug Layer
Debug PWAs in your real browser via MCP: service-worker, cache, installability & framework state.
How to run each
Hyperbrowser As a local MCP server: Docker image
claude mcp add --env "HYPERBROWSER_API_KEY=<YOUR_HYPERBROWSER_API_KEY>" --transport stdio hyperbrowser -- docker run -i --rm -e HYPERBROWSER_API_KEY mcp/hyperbrowserRequires: HYPERBROWSER_API_KEY (secret)
PWA Debug Layer As a local MCP server: npm package
claude mcp add --transport stdio pwa-debug-layer -- npx -y @aryanduntley/pwa-debugCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of PWA Debug Layer publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of PWA Debug Layer publish no settings it asks for, so we do not compare settings.
What it can do: Hyperbrowser · What it can do: PWA Debug Layer · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. 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.