ZBS Index What actually exists in applied AI, with the source next to it

mcp server

io.github.browserbase/mcp-server-browserbase

MCP server for AI web browser automation using Browserbase and Stagehand

Description as published by the maintainer. Source

  • version 2.1.1
  • archived
  • browser automation
  • workflow automation

archived — The owner archived the repository. It will not receive fixes. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 3,416 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-07-20 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 53 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 2.1.1 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2025-09-12 When the registry record was last updated by its maintainer. point in time Model Context Protocol
License Apache-2.0 Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. as of fetch GitHub
First listed in the MCP Registry 2025-09-12 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status archived The owner archived this repository on GitHub. It is read-only and will not receive fixes. as of fetch GitHub

Where to get it

Related, by what their authors tagged them

  • ai.smithery/browserbasehq-mcp-browserbase — archived, last commit 2026-07-20, shares browser, chrome, chromium
    Provides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to i…
  • Chrome DevTools MCP — last commit 2026-08-06, shares browser, chrome, puppeteer
    MCP server for Chrome DevTools
  • io.github.browser-gateway/browser-gateway — last commit 2026-08-04, shares browser, playwright, puppeteer
    AI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provider failover.
  • io.github.dominion525/familiar-mcp — last commit 2026-06-25, shares chrome
    MCP server that drives the user's real macOS Chrome via AppleScript. 32 tools.
  • AIR SDK — last commit 2026-04-10, shares playwright, puppeteer
    Collective intelligence for browser automation agents. Site capabilities, selectors, and extraction.
  • io.github.Custodia-Admin/pagebolt — last commit 2026-08-06, shares puppeteer
    Screenshots, PDFs, OG images, page inspection, and narrated video recording for Claude and Cursor.
  • citrolabs-ego-lite-ego-browser — last commit 2026-08-06, shares browser
    ego-browser (ego-lite) is a Chromium-based browser designed from the ground up to be friendly to both human users and A…
  • com.clauxel.browserspendguard/browserspendguard-mcp — last commit 2026-05-19, shares browser
    Approval receipts for AI browser purchases.
  • E2LLM — last commit 2026-07-31, shares browser
    E2LLM gives your AI eyes and hands in a real browser: structured perception (SiFR) plus action.
  • io.github.ChristopherDavenport/unblink — last commit 2026-07-31, shares browser
    Pure-Go browser for AI: fetch pages, render JS without Chromium, return clean Markdown over MCP.

These share tags the maintainers applied themselves, such as browser, chrome, chromium, playwright. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

How the author describes it

Topics the maintainer set on GitHub: ai, browser, chrome, chromium, mcp, playwright, puppeteer.

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Sources

  1. browserbase/mcp-server-browserbase on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.