Best MCP Servers for Browser Automation in 2026

Top 10 Browser Automation MCP Servers

1. #1

   D4Vinci/Scrapling

   🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and...

   97.8
   Ranks here on adopted by 274 downstream projects and 87k GitHub stars, plus an active commit 8 days ago.
   Dependents

   22.0

   Freshness

   19.9

   Issue health

   17.8

   Downloads

   13.0

   Stars

   10.0
   ★ 87k commit 7d ago Python 274 dependents
2. #2

   microsoft/playwright-mcp

   Playwright MCP server

   95.0
   Ranks here on 38k GitHub stars and an active commit 12 days ago, plus 100% of issues closed.
   Issue health

   25.6

   Freshness

   24.2

   Downloads

   15.3

   Stars

   12.8

   Contributors

   10.3
   ★ 38k commit 11d ago TypeScript
3. #3

   0xMassi/webclaw

   Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.

   90.5
   Ranks here on 2.4k GitHub stars and a commit within the last week, plus 91% of issues closed.
   Freshness

   30.7

   Issue health

   28.0

   Stars

   15.4

   Contributors

   9.3

   Description

   4.3
   ★ 2.4k commit 7d ago Rust
4. #4

   suryast/indonesia-gov-apis

   🇮🇩 50+ Indonesian Government APIs & Data Sources — BPS, OJK, BPJPH, BPOM, Bank Indonesia, IDX, BMKG + MCP servers. Python examples, scraping patterns, and practical gotchas. It's very challenging t...

   89.4
   Ranks here on an active commit 8 days ago and 100% of issues closed.
   Issue health

   30.8

   Freshness

   30.4

   Stars

   11.5

   Description

   6.2

   Contributors

   5.6
   ★ 172 commit 8d ago Python
5. #5

   fastcrw/crw

   Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster tha...

   88.6
   Ranks here on 1.1k GitHub stars and a commit within the last week, plus 73% of issues closed.
   Freshness

   30.6

   Issue health

   22.5

   Stars

   15.4

   Contributors

   10.9

   Description

   6.2
   ★ 1.1k commit 7d ago Rust
6. #6

   hongnoul/hwatu

   Headless verification browser for AI coding agents: 35 ms one-call checks, pixel diffs, live human hand-off

   84.2
   Ranks here on an active commit 17 days ago and 92% of issues closed.
   Issue health

   28.3

   Freshness

   27.2

   Stars

   10.6

   Contributors

   6.5

   License

   4.6
   ★ 116 commit 16d ago Rust
7. #7

   UnlikeOtherAI/AppReveal

   Debug-only in-app MCP server for iOS/macOS/Android/Flutter/ReactNative. Gives LLM agents Playwright-like control over native apps — UI, state, navigation, and diagnostics over the local network.

   83.1
   Ranks here on an active commit 18 days ago and 100% of issues closed.
   Issue health

   30.8

   Freshness

   26.6

   Stars

   7.9

   Description

   6.2

   License

   4.6
   ★ 34 commit 18d ago Swift
8. #8

   just-every/mcp-read-website-fast

   Quickly reads webpages and converts to markdown for fast, token efficient web scraping

   82.2
   Ranks here on an active commit 21 days ago and 86% of issues closed.
   Issue health

   26.4

   Freshness

   25.7

   Stars

   11.3

   Contributors

   7.2

   License

   4.6
   ★ 161 commit 20d ago TypeScript
9. #9

   nczz/BrowseForge

   Automation-ready anti-detect browser workspace with isolated profiles, REST API, MCP, Docker, and Playwright control.

   81.5
   Ranks here on an active commit 21 days ago and 100% of issues closed.
   Issue health

   30.8

   Freshness

   25.6

   Stars

   9.1

   License

   4.6

   Contributors

   4.4
   ★ 58 commit 20d ago Go
10. #10

    Casperjuel/aula-mcp

    MCP server for Denmark's Aula school platform — TypeScript MitID auth, no headless browser. Exposes profiles, calendar, messages, ugeplaner to AI agents (Claude/Cursor/etc) via Model Context Protocol.

    81.4
    Ranks here on an active commit 15 days ago.
    Freshness

    27.9

    Issue health

    20.5

    Contributors

    10.4

    Stars

    9.3

    Description

    6.2
    ★ 63 commit 14d ago TypeScript