# Browser & Web — MCP servers and agent skills, ranked

> Every browser & web capability tashan measures, ranked on public evidence.

Source: https://tashan.sh/category/browser.html
Ranked by 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 | [Firecrawl](https://tashan.sh/capability/pkg-firecrawl-mcp.html) | 86 | 27k/wk | active |
| 3 | [Playwright](https://tashan.sh/capability/pkg-at-playwright-mcp.html) | 85 | 4.6m/wk | active |
| 4 | [Trusty Squire](https://tashan.sh/capability/pkg-trusty-squire-mcp.html) | 76 | 3k/wk | active |
| 5 | [Agent Browser](https://tashan.sh/capability/plugin-vercel-labs-agent-browser-agent-browser.html) | 75 | 42k ★ | active |
| 6 | [Playwright · executeautomation](https://tashan.sh/capability/pkg-executeautomation-playwright-mcp-server.html) | 72 | 11k/wk | stable |
| 7 | [Actionbook](https://tashan.sh/capability/plugin-actionbook-actionbook-actionbook.html) | 70 | 2k ★ | active |
| 8 | [Chrome DevTools Axi](https://tashan.sh/capability/pkg-chrome-devtools-axi.html) | 70 | 4k/wk | active |
| 9 | [Scraper](https://tashan.sh/capability/pkg-mcp-scraper.html) | 70 | 2k/wk | active |
| 10 | [Mearl](https://tashan.sh/capability/pkg-mearl-mcp-server.html) | 69 | 997/wk | active |
| 11 | [Firecrawl · firecrawl](https://tashan.sh/capability/plugin-firecrawl-cli-firecrawl.html) | 68 | 542 ★ | active |
| 12 | [Browser Tools](https://tashan.sh/capability/pkg-agentdeskai-browser-tools-mcp.html) | 68 | 3k/wk | active |
| 13 | [Vibium](https://tashan.sh/capability/pkg-vibium.html) | 67 | 2k/wk | active |
| 14 | [Browser Gateway](https://tashan.sh/capability/pkg-browser-gateway.html) | 67 | 799/wk | active |
| 15 | [Browse Tool](https://tashan.sh/capability/pkg-agimon-ai-browse-tool.html) | 67 | 716/wk | active |
| 16 | [Web Browser (kogiQA)](https://tashan.sh/capability/pkg-kogiqa-mcp.html) | 67 | 482/wk | active |
| 17 | [Firecrawl · firecrawl](https://tashan.sh/capability/plugin-firecrawl-skills-firecrawl.html) | 66 | 94 ★ | active |
| 18 | [Safari](https://tashan.sh/capability/pkg-safari-mcp.html) | 65 | 965/wk | active |
| 19 | [Public Browser](https://tashan.sh/capability/pkg-public-browser.html) | 65 | 725/wk | active |
| 20 | [Zenrows](https://tashan.sh/capability/pkg-zenrows-mcp.html) | 65 | 476/wk | active |
| 21 | [Real Browser](https://tashan.sh/capability/pkg-real-browser-mcp-server.html) | 62 | 716/wk | active |
| 22 | [Camoufox](https://tashan.sh/capability/pkg-mcp-camoufox.html) | 62 | 707/wk | active |
| 23 | [Cloakbrowser](https://tashan.sh/capability/pkg-cloakbrowser-mcp.html) | 62 | 599/wk | active |
| 24 | [Figranium](https://tashan.sh/capability/pkg-figranium-mcp.html) | 62 | 504/wk | active |
| 25 | [Selenium](https://tashan.sh/capability/pkg-angiejones-mcp-selenium.html) | 61 | 848/wk | stable |
| 26 | [Camofox Browser](https://tashan.sh/capability/pkg-camofox-browser.html) | 61 | 560/wk | active |
| 27 | [Agent Browser · AetherAI3](https://tashan.sh/capability/pkg-aether-browser.html) | 60 | 425/wk | active |
| 28 | [walkerOS Source Browser](https://tashan.sh/capability/pkg-walkeros-mcp-source-browser.html) | 60 | 257/wk | active |
| 29 | [Fouradata](https://tashan.sh/capability/pkg-fouradata-mcp.html) | 60 | 255/wk | active |
| 30 | [Chromeship](https://tashan.sh/capability/pkg-chromeship.html) | 59 | 419/wk | active |
| 31 | [Vibe MCP — Real Chrome, Remotely](https://tashan.sh/capability/pkg-vibebrowser-mcp.html) | 59 | 399/wk | active |
| 32 | [Superpowers Chrome](https://tashan.sh/capability/plugin-obra-superpowers-chrome-superpowers-chrome.html) | 58 | 335 ★ | active |
| 33 | [Doppel](https://tashan.sh/capability/pkg-doppel-mcp.html) | 58 | 625/wk | active |
| 34 | [Mcpbrowser](https://tashan.sh/capability/pkg-mcpbrowser.html) | 58 | 407/wk | active |
| 35 | [AgentUtility Web Probe](https://tashan.sh/capability/pkg-agentutility-mcp-web-probe.html) | 57 | 345/wk | active |
| 36 | [Crawlio Browser](https://tashan.sh/capability/pkg-crawlio-browser.html) | 57 | 234/wk | active |
| 37 | [FireKey](https://tashan.sh/capability/pkg-firekey-mcp.html) | 57 | 188/wk | active |
| 38 | [Kapture](https://tashan.sh/capability/pkg-kapture-mcp.html) | 56 | 918/wk | active |
| 39 | [Supertoinette](https://tashan.sh/capability/pkg-mcp-supertoinette.html) | 56 | 349/wk | active |
| 40 | [Tap](https://tashan.sh/capability/pkg-taprun-cli.html) | 56 | 282/wk | active |

Showing the top 40 of 126. The full ranked shelf is at https://tashan.sh/category/browser.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.