mcp-server-browserbase logo
mcp-server-browserbase
★ 3.4k
vs
firecrawl-mcp-server logo
firecrawl-mcp-server
★ 7.7k

mcp-server-browserbase vs firecrawl-mcp-server

mcp-server-browserbase: This MCP server integrates cloud browser automation via Browserbase and Stagehand, allowing LLMs to interact with web pages, extract data, and perform actions with precision. It supports a wide range of LLMs and offers enhanced performance and advanced web interaction capabilities.; firecrawl-mcp-server: Firecrawl MCP Server is an implementation of the Model Context Protocol that integrates with Firecrawl, offering robust web scraping, crawling, and content extraction capabilities. It enables AI agents to interact with web content through a standardized protocol, supporting various platforms.

01

TL;DR

mcp-server-browserbase logo
mcp-server-browserbaseBrowser Automation · ★ 3.4k
When to choose:
  • You already use Browserbase's cloud browsers and Stagehand, and accept a repository that is read-only.
  • You want to read how an MCP server wraps Stagehand v3's act, extract and observe primitives.
When to skip:
  • You need a maintained dependency: the GitHub repository is archived (last push 2026-07-20, last release v3.0.0 on 2026-03-31), so it receives no new fixes.
  • You want a local, account-free setup; the cloud mode needs BROWSERBASE_API_KEY and a model key.
  • You are starting a new project; Playwright MCP or Chrome DevTools MCP are actively released.
firecrawl-mcp-server logo
firecrawl-mcp-serverBrowser Automation · ★ 7.7k

Scraping single or multiple known web pages for content.

02

Side-by-Side Comparison

Field
mcp-server-browserbase logomcp-server-browserbase
firecrawl-mcp-server logofirecrawl-mcp-server
Category
Browser Automation
Browser Automation
Stars
★ 3.4k
★ 7.7k
License
Apache-2.0
MIT
Install Command
npx @browserbasehq/mcp-server-browserbase
npm install -g firecrawl-mcp
Updated
3mo ago
1d ago
Open Source
Yes
Yes
Tags
Browser Automation, LLM, MCP
MCP, Web Scraping, Firecrawl
03

Features

mcp-server-browserbase logomcp-server-browserbase
01AI-Powered Web Automation
02Structured Data Extraction
03Multi-Model LLM Compatibility
04Enhanced Web Interaction & Navigation
05High Performance & Advanced Selectors
firecrawl-mcp-server logofirecrawl-mcp-server
01Web scraping, crawling, and discovery
02Search and content extraction
03Deep research and batch scraping
04Automatic retries and rate limiting
05Cloud and self-hosted support
04

Use Cases

mcp-server-browserbase logomcp-server-browserbase
↳Building AI-powered Integrated Development Environments (IDEs)
↳Enhancing chat interfaces with real-time web context
↳Creating custom AI workflows involving web interactions
firecrawl-mcp-server logofirecrawl-mcp-server
↳Scraping single or multiple known web pages for content.
↳Discovering URLs on a website or performing web searches.
↳Extracting structured data or performing comprehensive website crawls.
05

Best For

mcp-server-browserbase logomcp-server-browserbase
Essential
firecrawl-mcp-server logofirecrawl-mcp-server
EssentialTrending
FAQ

FAQ

What is the difference between mcp-server-browserbase and firecrawl-mcp-server?
Both mcp-server-browserbase and firecrawl-mcp-server are in the Browser Automation category. mcp-server-browserbase has 3.4k stars, while firecrawl-mcp-server has 7.7k stars.
Which is better, mcp-server-browserbase or firecrawl-mcp-server?
The best choice depends on your use case. Choose mcp-server-browserbase if Building AI-powered Integrated Development Environments (IDEs), and firecrawl-mcp-server if Scraping single or multiple known web pages for content..
Is mcp-server-browserbase free or open source?
Yes, mcp-server-browserbase is open source on GitHub (Apache-2.0).
Is firecrawl-mcp-server free or open source?
Yes, firecrawl-mcp-server is open source on GitHub (MIT).
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