# What to use for browser automation

> 'Driving the browser' — Playwright, CDP, headless runs.

Source: https://tashan.sh/task/browser-automation.html
Ranked by fit for the task, then how well it documents itself, then the tashan score
  (upkeep and freshness, gated by real adoption). Public evidence only — nothing paid can
  change a rank. Method: https://tashan.sh/methodology.html

## Ranked

| # | Capability | tashan score | Adoption evidence | Activity |
|---|---|---|---|---|
| 1 | [Chrome DevTools](https://tashan.sh/capability/pkg-chrome-devtools-mcp.html) | 92 | 3.3m/wk | active |
| 2 | [Trusty Squire](https://tashan.sh/capability/pkg-trusty-squire-mcp.html) | 76 | 3k/wk | active |
| 3 | [Superpowers Chrome](https://tashan.sh/capability/plugin-obra-superpowers-chrome-superpowers-chrome.html) | 58 | 335 ★ | active |
| 4 | [Playwright](https://tashan.sh/capability/pkg-at-playwright-mcp.html) | 85 | 4.6m/wk | active |
| 5 | [Browser Harness](https://tashan.sh/capability/plugin-browser-use-browser-harness-browser-harness.html) | 76 | 16k ★ | active |
| 6 | [Chrome DevTools Axi](https://tashan.sh/capability/pkg-chrome-devtools-axi.html) | 70 | 4k/wk | active |
| 7 | [Subtext](https://tashan.sh/capability/plugin-fullstorydev-subtext-subtext.html) | 59 | 64 ★ | active |
| 8 | [Tap](https://tashan.sh/capability/pkg-taprun-cli.html) | 56 | 282/wk | active |
| 9 | [Browser Use](https://tashan.sh/capability/plugin-browser-use-plugins-browser-use.html) | 48 | 7 ★ | active |
| 10 | [Jobpilot](https://tashan.sh/capability/plugin-suxrobgm-jobpilot-jobpilot.html) | 45 | 38 ★ | active |
| 11 | [Patchright MCP Jalikey](https://tashan.sh/capability/pkg-patchright-mcp-jalikey.html) | 44 | 37/wk | active |
| 12 | [Realbrowser](https://tashan.sh/capability/plugin-darkamenosa-realbrowser-realbrowser.html) | 43 | 57 ★ | active |
| 13 | [Vibesurfer](https://tashan.sh/capability/plugin-frane-vibesurfer-vibesurfer.html) | 42 | 15 ★ | active |
| 14 | [Ever Browser](https://tashan.sh/capability/plugin-namuh-eng-everbrowser-ever-browser.html) | 40 | 6 ★ | active |
| 15 | [Socials](https://tashan.sh/capability/plugin-brainrot-creations-socials-claude-code-plugin-socials.html) | 39 | 22 ★ | active |
| 16 | [Hyperbrowser](https://tashan.sh/capability/pkg-hyperbrowser-mcp.html) | 38 | 4k/wk | abandoned |
| 17 | [Playwright Pro](https://tashan.sh/capability/plugin-alirezarezvani-claude-skills-playwright-pro.html) | 75 | 23k ★ | active |
| 18 | [Shiplight](https://tashan.sh/capability/pkg-shiplightai-mcp.html) | 65 | 2k/wk | active |
| 19 | [Chrome Bridge](https://tashan.sh/capability/pkg-chrome-bridge-mcp.html) | 49 | 104/wk | active |
| 20 | [Agentiqa](https://tashan.sh/capability/plugin-agentiqa-agentiqa-plugin-agentiqa.html) | 43 | 1 ★ | active |
| 21 | [Foxcode](https://tashan.sh/capability/plugin-korchasa-foxcode-foxcode.html) | 40 | 0 ★ | active |
| 22 | [Firefox DevTools · mozilla](https://tashan.sh/capability/plugin-mozilla-firefox-devtools-mcp-firefox-devtools-mcp.html) | 40 | 1 marketplaces | active |
| 23 | [Claude Mac Chrome](https://tashan.sh/capability/plugin-yolo-labz-claude-mac-chrome-claude-mac-chrome.html) | 39 | 1 ★ | active |
| 24 | [Puppeteer](https://tashan.sh/capability/pkg-modelcontextprotocol-server-puppeteer.html) | not scored | 28k/wk | abandoned |
| 25 | [Actionbook](https://tashan.sh/capability/plugin-actionbook-actionbook-actionbook.html) | 70 | 2k ★ | active |
| 26 | [Tinyfish](https://tashan.sh/capability/plugin-tinyfish-io-tinyfish-web-agent-integrations-tinyfish.html) | 55 | 14 ★ | active |
| 27 | [Cypress](https://tashan.sh/capability/plugin-cypress-io-ai-toolkit-cypress.html) | 54 | 37 ★ | active |
| 28 | [Browser Act](https://tashan.sh/capability/plugin-browser-act-claude-code-browser-act-browser-act.html) | 46 | 21 ★ | active |
| 29 | [Accessibility Scanner](https://tashan.sh/capability/pkg-mcp-accessibility-scanner.html) | 71 | 3k/wk | active |
| 30 | [Desktop Touch](https://tashan.sh/capability/pkg-harusame64-desktop-touch-mcp.html) | 68 | 1k/wk | active |
| 31 | [Safari](https://tashan.sh/capability/pkg-safari-mcp.html) | 65 | 965/wk | active |
| 32 | [Camoufox](https://tashan.sh/capability/pkg-mcp-camoufox.html) | 62 | 707/wk | active |
| 33 | [Machine Bridge](https://tashan.sh/capability/pkg-machine-bridge-mcp.html) | 59 | 794/wk | active |
| 34 | [Pagebolt](https://tashan.sh/capability/pkg-pagebolt-mcp.html) | 58 | 349/wk | active |
| 35 | [Crawlio Browser](https://tashan.sh/capability/pkg-crawlio-browser.html) | 57 | 234/wk | active |
| 36 | [Getcourse](https://tashan.sh/capability/pkg-getcourse-mcp.html) | 55 | 438/wk | active |
| 37 | [Sidebutton · sidebutton](https://tashan.sh/capability/pkg-sidebutton.html) | 54 | 174/wk | active |
| 38 | [Safari DevTools](https://tashan.sh/capability/pkg-safari-devtools-mcp.html) | 43 | 125/wk | active |
| 39 | [Playwright · executeautomation](https://tashan.sh/capability/pkg-executeautomation-playwright-mcp-server.html) | 72 | 11k/wk | stable |
| 40 | [Vibium](https://tashan.sh/capability/pkg-vibium.html) | 67 | 2k/wk | active |

Showing the top 40 of 162. The full ranked shelf is at https://tashan.sh/task/browser-automation.html.

## What these numbers are not

- The tashan score measures upkeep, freshness and adoption. It is **not** a security
  verdict and **not** a measure of whether the capability works well.
- `not scored` means too little public evidence to rank, never that something is bad.
- The security audit is separate and free per capability, on each page above.