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

mcp server

Scout

Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybrid.

Description as published by the maintainer. Source

  • version 1.10.0
  • active
  • browser automation
  • workflow automation

active — Most recent push to the repository was 2026-08-03. 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 7 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 2026-08-03 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 1 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 1.10.0 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-05-24 When the registry record was last updated by its maintainer. point in time Model Context Protocol
License MIT 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 2026-05-24 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 active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub

Where to get it

Related, by what their authors tagged them

  • Pagerunner — The Browser Layer That Learns — last commit 2026-08-01, shares browser-automation, cdp, chrome
    Real Chrome profiles with site intelligence — already logged in, PII anonymization, sessions persist
  • io.alterlab/mcp-server — last commit 2026-08-05, shares headless-browser, web-scraping
    Web scraping MCP server — scrape, extract structured data, screenshot any site with anti-bot bypass.
  • Agent360 Browser MCP — last commit 2026-07-29, shares browser-automation, playwright-alternative
    Give AI agents control of your real, logged-in Chrome. Chrome extension + MCP server, 34 tools.
  • io.github.ai-dashboad/flutter-skill — last commit 2026-07-23, shares playwright-alternative
    AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.
  • io.github.DunkelCloud/toolmesh — last commit 2026-08-05, shares middleware
    Self-hosted MCP gateway. Turn any REST API into MCP tools via YAML (DADL). Authz, audit, policies.
  • io.github.entropy0dev/mcp — last commit 2026-05-22, shares middleware
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  • UnifAPI — last commit 2026-05-31, shares claude-mcp, cursor-mcp
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  • com.vaiz/mcp — last commit 2026-08-04, shares claude-mcp, cursor-mcp
    Connect AI assistants to your Vaiz workspace: tasks, projects, boards, documents and milestones.
  • io.github.DIDA-AI/hotelbooking-ai — last commit 2026-08-04, shares claude-mcp, cursor-mcp
    Hotel Booking MCP Server (Global/AI Edition)
  • HPSILab Quant Finance — last commit 2026-08-07, shares claude-mcp, cursor-mcp
    HPSILab Quant finance MCP for US stocks, ETFs, options, Monte Carlo, backtesting, and risk analysis.

These share tags the maintainers applied themselves, such as browser-automation, cdp, chrome, devtools-protocol. 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.

Also from felixgeelhaar

How the author describes it

Topics the maintainer set on GitHub: ai-agent, ai-browser, browser-automation, cdp, chrome, claude-mcp, cursor-mcp, devtools-protocol, golang, headless-browser, llm, mcp, mcp-server, middleware, playwright-alternative, screencast, single-binary, video-recording, web-scraping.

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. felixgeelhaar/scout on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.