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Comparison

mobile-debug-tools vs io.github.browserbase/mcp-server-browserbase

mobile-debug-tools is a plugin bundle for AI coding tools published by mobile-debug-tools contributors. Marketplaces we read that list it: 1 (Community GitHub marketplaces). io.github.browserbase/mcp-server-browserbase is an MCP server published by browserbase. Marketplaces we read that list it: 2 (Official MCP Registry, Docker MCP Catalog). As of our marketplace pass on 2026-10-17. 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

Where each is published
Marketplacemobile-debug-toolsio.github.browserbase/mcp-server-browserbase
Community marketplace clivejefferies/mobile-debug-tools Listed
Version: 0.0.1
Forks (GitHub): 6
Stars (GitHub): 13
Not marked · First seen
Not listed
Community marketplace davepoon/buildwithclaude Listed
Version: 0.0.1
Forks (GitHub): 6
Stars (GitHub): 13
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 2.1.1
Downloads/month (npm): 19 182
Downloads/week (npm): 2 969
Forks (GitHub): 372
Stars (GitHub): 3 399
Not marked · First seen
Docker MCP Catalog Not listed Listed
Version: sha256:f90cb76e34ba
Forks (GitHub): 372
Pulls (Docker Hub): 38 115
Stars (Docker Hub): 1
Stars (GitHub): 3 399
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

mobile-debug-tools vs io.github.browserbase/mcp-server-browserbase
Factmobile-debug-toolsio.github.browserbase/mcp-server-browserbase
Marketplaces that list it (differs)1 (worse)2 (better)
Stars (GitHub) (differs)13 (worse)3 399 (better)
Pulls (Docker Hub) (differs)No figure on Docker Hub38 115
Forks (GitHub) (differs)6 (worse)372 (better)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mobile-debug-mcp)Remote server or your machine
Transport (differs)Not statedstdio, Streamable HTTP
Tools it declares (differs)Not published6
Environment variables it asks for (differs)Not published3, secrets among them: 2
Parts of the bundle (differs)2Not a bundle
LicenceApache-2.0Apache-2.0
Repository (differs)github.com/clivejefferies/mobile-debug-toolsgithub.com/browserbase/mcp-server-browserbase
Changes in the last 7 days (differs)40
First seen (differs)2026-10-152026-10-11
Endpoint at the last check (differs)no remote endpoint we checkAnswered with HTTP 404 (2 days 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

mobile-debug-tools

In its own words, on Community GitHub marketplaces:

Inspect and debug Android and iOS apps with the mobile-debug-mcp server.

io.github.browserbase/mcp-server-browserbase

In its own words, on Official MCP Registry:

MCP server for AI web browser automation using Browserbase and Stagehand

How to run each

mobile-debug-tools As a Claude Code plugin

Claude Code
/plugin marketplace add clivejefferies/mobile-debug-tools
/plugin install mobile-debug-tools@mobile-debug-tools

io.github.browserbase/mcp-server-browserbase As a local MCP server: npm package

Claude Code
claude mcp add --env "BROWSERBASE_API_KEY=<YOUR_BROWSERBASE_API_KEY>" --env "BROWSERBASE_PROJECT_ID=<YOUR_BROWSERBASE_PROJECT_ID>" --env "GEMINI_API_KEY=<YOUR_GEMINI_API_KEY>" --transport stdio mcp-server-browserbase -- npx -y @browserbasehq/mcp-server-browserbase

Requires: BROWSERBASE_API_KEY (secret), BROWSERBASE_PROJECT_ID, GEMINI_API_KEY (secret)

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Only io.github.browserbase/mcp-server-browserbase has a remote endpoint we check. How we check endpoints

Tools each declares

The marketplaces of mobile-debug-tools publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of mobile-debug-tools publish no settings it asks for, so we do not compare settings.

What it can do: mobile-debug-tools · What it can do: io.github.browserbase/mcp-server-browserbase · 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. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built