playwright-mcp logo
playwright-mcp
★ 38.5k
vs
plasmate logo
plasmate
★ 38

playwright-mcp vs plasmate

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.; plasmate: Plasmate compiles HTML into a Semantic Object Model (SOM), a structured representation that LLMs can reason about directly. It runs JavaScript via V8, supports Puppeteer via CDP, and produces output that is 10-800x smaller than raw HTML. It is purpose-built for AI agent pipelines, with MCP, Vercel AI SDK integrations, and over 60 ecosystem integrations.

01

TL;DR

playwright-mcp logo
playwright-mcpBrowser Automation · ★ 38.5k
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.
plasmate logo
plasmateBrowser Automation · ★ 38

AI agent web browsing and structured data extraction

02

Side-by-Side Comparison

Field
playwright-mcp logoplaywright-mcp
plasmate logoplasmate
Category
Browser Automation
Browser Automation
Stars
★ 38.5k
★ 38
License
Apache-2.0
Apache-2.0
Install Command
npx @playwright/mcp@latest
curl -fsSL https://plasmate.app/install.sh | sh
Updated
1d ago
1d ago
Open Source
Yes
Yes
Tags
Playwright, Browser Automation, LLM Tools
agent-web-protocol, ai-agents, browser-engine
03

Features

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
plasmate logoplasmate
01Semantic Object Model (SOM) compression: 10-800x smaller than raw HTML
02JavaScript execution via embedded V8 engine
03CDP compatibility for Puppeteer integration
04Native AWP protocol with 7 methods for agent interaction
05MCP tool server for Claude Desktop, VS Code Copilot, etc.
04

Use Cases

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
plasmate logoplasmate
↳AI agent web browsing and structured data extraction
↳MCP tool server for LLM-based assistants (e.g., Claude Desktop)
↳Vercel AI SDK integration for agent tool calling
05

Best For

playwright-mcp logoplaywright-mcp
Most PopularEssentialTrending
plasmate logoplasmate
—
FAQ

FAQ

What is the difference between playwright-mcp and plasmate?
Both playwright-mcp and plasmate are in the Browser Automation category. playwright-mcp has 38.5k stars, while plasmate has 38 stars.
Which is better, playwright-mcp or plasmate?
The best choice depends on your use case. Choose playwright-mcp if Enabling LLM-powered web browsing and task completion, and plasmate if AI agent web browsing and structured data extraction.
Is playwright-mcp free or open source?
Yes, playwright-mcp is open source on GitHub (Apache-2.0).
Is plasmate free or open source?
Yes, plasmate is open source on GitHub (Apache-2.0).
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