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AgentIndex
firecrawl-mcp-server logo
firecrawl-mcp-server
★ 7.7k
vs
playwright-mcp logo
playwright-mcp
★ 38.7k

firecrawl-mcp-server vs playwright-mcp

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.; playwright-mcp: Playwright MCP is a server that leverages Playwright's browser automation capabilities to enable Large Language Models (LLMs) to interact with web pages. It utilizes structured accessibility snapshots, allowing LLMs to process web content without relying on visual input or traditional screenshots.

01

TL;DR

firecrawl-mcp-server logo
firecrawl-mcp-serverBrowser Automation · ★ 7.7k

Scraping single or multiple known web pages for content.

Read firecrawl-mcp-server full review →
playwright-mcp logo
playwright-mcpBrowser Automation · ★ 38.7k
When to choose:
  • You want an agent to drive a real browser through structured accessibility snapshots instead of screenshots, so no vision model is needed.
  • You need Firefox, WebKit or Edge as well as Chrome: the README's --browser option lists chrome, firefox, webkit and msedge.
  • You want to test or script flows with isolated in-memory profiles (--isolated), device emulation (--device) or saved Playwright traces (--save-trace).
When to skip:
  • Your main goal is debugging or performance analysis of a page; Chrome DevTools MCP exposes performance traces and network inspection as dedicated tools.
  • You need proxies, CAPTCHA handling or large-scale scraping of protected sites; that is outside what the README claims for this server.
  • You want to treat it as a sandbox: the project says its origin allow and block lists are not a security boundary.
Read playwright-mcp full review →
02

Side-by-Side Comparison

Field
firecrawl-mcp-server logofirecrawl-mcp-server
playwright-mcp logoplaywright-mcp
Category
Browser Automation
Browser Automation
Stars
★ 7.7k
★ 38.7k
License
MIT
Apache-2.0
Install Command
npm install -g firecrawl-mcp
npx @playwright/mcp@latest
Updated
1d ago
6d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
MCP, Web Scraping, Firecrawl
Playwright, Browser Automation, LLM Tools
03

Features

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
playwright-mcp logoplaywright-mcp
01Fast and lightweight web interaction (accessibility tree)
02LLM-friendly with structured data (no vision models needed)
03Deterministic tool application, avoiding ambiguity
04Browser automation capabilities using Playwright
05Model Context Protocol (MCP) server for seamless integration
04

Use Cases

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.
playwright-mcp logoplaywright-mcp
↳Enabling LLM-powered web browsing and task completion
↳Automated data extraction and interaction from complex web pages
↳Facilitating LLM-driven web UI testing and validation
05

Best For

firecrawl-mcp-server logofirecrawl-mcp-server
EssentialTrending
playwright-mcp logoplaywright-mcp
Most PopularEssentialTrending
FAQ

FAQ

What is the difference between firecrawl-mcp-server and playwright-mcp?
Both firecrawl-mcp-server and playwright-mcp are in the Browser Automation category. firecrawl-mcp-server has 7.7k stars, while playwright-mcp has 38.7k stars.
Which is better, firecrawl-mcp-server or playwright-mcp?
The best choice depends on your use case. Choose firecrawl-mcp-server if Scraping single or multiple known web pages for content., and playwright-mcp if Enabling LLM-powered web browsing and task completion.
Is firecrawl-mcp-server free or open source?
Yes, firecrawl-mcp-server is open source on GitHub (MIT).
Is playwright-mcp free or open source?
Yes, playwright-mcp is open source on GitHub (Apache-2.0).
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