Ext Ops Panel
Open dashboard
Comparison

io.github.AetherAI3/agent-browser vs io.github.browserbase/mcp-server-browserbase

io.github.AetherAI3/agent-browser is an MCP server published by AetherAI3. Marketplaces we read that list it: 1 (Official MCP Registry). 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 2026-10-12. 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

Where each is published
Marketplaceio.github.AetherAI3/agent-browserio.github.browserbase/mcp-server-browserbase
Official MCP Registry Listed
Version: 0.2.2
Forks (GitHub): 0
Stars (GitHub): 14
Not marked · First seen
Listed
Version: 2.1.1
Downloads/month (npm): 18 800
Downloads/week (npm): 3 122
Forks (GitHub): 372
Stars (GitHub): 3 402
Not marked · First seen
Docker MCP Catalog Not listed Listed
Version: sha256:f90cb76e34ba
Forks (GitHub): 372
Pulls (Docker Hub): 38 003
Stars (Docker Hub): 1
Stars (GitHub): 3 402
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

io.github.AetherAI3/agent-browser vs io.github.browserbase/mcp-server-browserbase
Factio.github.AetherAI3/agent-browserio.github.browserbase/mcp-server-browserbase
Marketplaces that list it (differs)1 (worse)2 (better)
Stars (GitHub) (differs)14 (worse)3 402 (better)
Pulls (Docker Hub) (differs)No figure on Docker Hub38 003
Forks (GitHub) (differs)0 (worse)372 (better)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (aether-browser)Remote server or your machine
Transport (differs)stdiostdio, Streamable HTTP
Tools it declares (differs)Not published6
Environment variables it asks for3, secrets among them: 23, secrets among them: 2
Licence (differs)Not statedApache-2.0
Repository (differs)github.com/aetherai3/agent-browsergithub.com/browserbase/mcp-server-browserbase
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)no remote endpoint we checknot checked yet

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.AetherAI3/agent-browser

In its own words, on Official MCP Registry:

Self-hosted Chrome for AI agents, with a live noVNC view a human can take over.

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

io.github.AetherAI3/agent-browser As a local MCP server: npm package

Claude Code
claude mcp add --env "AGENT_BROWSER_CONTROLLER_TOKEN=<YOUR_AGENT_BROWSER_CONTROLLER_TOKEN>" --env "AGENT_BROWSER_OBSERVER_TOKEN=<YOUR_AGENT_BROWSER_OBSERVER_TOKEN>" --transport stdio agent-browser -- npx -y aether-browser

Requires: AGENT_BROWSER_CONTROLLER_TOKEN (secret), AGENT_BROWSER_OBSERVER_TOKEN (secret)

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.

Tools each declares

The marketplaces of io.github.AetherAI3/agent-browser publish no list of tools, so we do not compare tools.

Settings each asks for

Only io.github.AetherAI3/agent-browser asks for

  • AGENT_BROWSER_CONTROLLER_TOKEN (secret)
  • AGENT_BROWSER_OBSERVER_TOKEN (secret)
  • AGENT_BROWSER_URL

Only io.github.browserbase/mcp-server-browserbase asks for

  • BROWSERBASE_API_KEY (secret)
  • BROWSERBASE_PROJECT_ID (secret)
  • GEMINI_API_KEY (secret)

Settings as each marketplace publishes them. Asking for fewer is not better in itself.

What it can do: io.github.AetherAI3/agent-browser · What it can do: io.github.browserbase/mcp-server-browserbase · Compare two other plugins

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