# Browser automation MCP servers in 2026: Vibe Shipped directory

> Remote MCP servers (streamable HTTP) from the official MCP Registry, probed daily.

12 entries. Last verification run: 2026-10-27.

## MCP servers / Browser automation

- [browser-use](https://vibeshipped.io/directory/mcp-servers/browser-use) (Verified working on 2026-10-27): Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
- [ScrapingBot](https://vibeshipped.io/directory/mcp-servers/scrapingbot) (Verified working on 2026-10-27): Public web data for AI agents: scrape any page, plus Google, TikTok, Instagram and Amazon as JSON.
- [Wavedash](https://vibeshipped.io/directory/mcp-servers/wavedash) (Verified working on 2026-10-27): Wavedash docs and workflow guidance for building and publishing browser games.
- [No Niner Data Tools](https://vibeshipped.io/directory/mcp-servers/noniner) (Verified working on 2026-10-27): No-code web scraping & data-extraction Apify actors: scrape and enrich web data at scale.
- [SongUp AI](https://vibeshipped.io/directory/mcp-servers/songup-ai) (Verified working on 2026-10-27): Find AI songs in 24 languages, start a custom song on SongUp AI, and find browser audio tools.
- [Actionbook](https://vibeshipped.io/directory/mcp-servers/actionbook) (Reachable on 2026-10-27: sign-in required, tools not listed): Let your AI agent operate any website through a real, logged-in browser session.
- [DeepScout](https://vibeshipped.io/directory/mcp-servers/deepscout) (Reachable on 2026-10-27: sign-in required, tools not listed): Scrape any e-shop and match products across shops without EAN. API & MCP for AI agents.
- [maxoperf](https://vibeshipped.io/directory/mcp-servers/maxoperf) (Reachable on 2026-10-27: sign-in required, tools not listed): Load & browser performance testing — drive MaxoPerf from your AI agent with your API key.
- [MrScraper MCP](https://vibeshipped.io/directory/mcp-servers/mrscraper-mcp) (Reachable on 2026-10-27: sign-in required, tools not listed): Scraper API for HTML, Markdown, and screenshots, Google search, and account usage for AI agents.
- [Playwright E2E MCP](https://vibeshipped.io/directory/mcp-servers/e2e) (Reachable on 2026-10-27: sign-in required, tools not listed): Diagnose and fix failing Playwright tests: trace analysis, verified locator fixes, flaky ranking.
- [quanticdata-mcp](https://vibeshipped.io/directory/mcp-servers/quanticdata-mcp) (Reachable on 2026-10-27: sign-in required, tools not listed): Live web access for agents: scrape, SERP search, crawl/map, 100+ collectors, datasets, proxies.
- [Spytrend](https://vibeshipped.io/directory/mcp-servers/spytrend) (Reachable on 2026-10-27: sign-in required, tools not listed): Analytics, advertising: Facebook/Meta, TikTok, competitor ads. Free plan; Spytrend OAuth in browser

Ranking rule: Within a category, entries sort by (1) latest verification: verified working, then reachable but sign-in required, then failing; (2) share of daily checks that passed; (3) number of sourced facts attached to the entry; (4) median response time of passing checks; (5) name. Nothing else counts. Rankings are never for sale: sponsors and paid plans cannot change an entry's position.