Skip to main content
Glama

Browser Forest MCP Server

License: MIT

Anti-detect cloud browser for AI agents. Browser Forest is a cloud browser API built on a kernel-patched Chromium (31 Chromium + 4 V8 patches). The anti-detect engine lives in the browser core β€” not in proxies or UA spoofing β€” so agents can browse, extract, and automate where plain Playwright/browserless get blocked.

  • πŸ›‘οΈ Bypasses DataDome / PerimeterX / Cloudflare β€” verified against 216 sites (111 collectable, including AmazonΓ—4, Walmart, Booking, Indeed)

  • πŸ€– AI behavior layer (BG engine) β€” human-like clicks with real trajectories (isTrusted + trace), trusted form filling

  • πŸ”Ž Perception β†’ action loop β€” bf_snapshot (AX tree + refs) feeds bf_click/bf_fill

  • πŸ–₯️ Live View debugging, session recording/replay, multi-tab support

  • πŸ”Œ MCP Streamable HTTP β€” works with Claude Desktop, Cursor, Windsurf, and any MCP client

Quick Start

This is a remote MCP server β€” no local install needed. Point your MCP client at:

https://browserforest.com/api/mcp/bf

You need an API key (bf_live_...). Generate one from the Browser Forest dashboard.

Claude Desktop

{
  "mcpServers": {
    "browser-forest": {
      "url": "https://browserforest.com/api/mcp/bf",
      "headers": { "X-API-Key": "bf_live_xxx" }
    }
  }
}

Python (SDK)

pip install browser-forest

Related MCP server: browser-gateway

Tools

Tool

Description

bf_create_session

Create an anti-detect browser session (url/proxy/contextId)

bf_navigate

Navigate + wait for load

bf_extract

Extract page content by selector

bf_screenshot

Screenshot current page (base64 PNG)

bf_click

Click with AI behavior engine (human trajectory)

bf_fill

Fill forms with AI behavior engine

bf_scroll

Scroll the page

bf_snapshot

Accessibility snapshot (AX tree + refs)

bf_close

Close the session

Why Browser Forest?

Most "anti-detect" services are proxy + UA fingerprint hacks β€” easy to fingerprint and block. Browser Forest patches the browser kernel itself (31 Chromium + 4 V8 patches), so the browser is undetectable: consistent fingerprint, no automation leaks, works against aggressive bot managers.

License

MIT

Related MCP Connectors

Related MCP Servers

  • A
    license
    Not graded
    quality
    B
    maintenance
    Reliable, scalable browser infrastructure for AI agents. Route, pool, and failover across any browser provider. 8 built-in browser tools using raw Chrome CDP - navigate, screenshot, snapshot, interact, evaluate. Zero-config with auto Chrome detection & concurrent sessions support
    799
    8
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Stealth browser automation for AI agents, using source-patched Chromium to bypass bot detection systems like Cloudflare, reCAPTCHA, and FingerprintJS.
    28
    Apache 2.0

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/jinmojing/browser-forest-mcp-server'

If you have feedback or need assistance with the MCP directory API, please join our Discord server