Alternatives and head-to-heads
Playwright MCP vs Firecrawl MCP: browser control or crawl platform
Playwright MCP drives a browser step by step; Firecrawl MCP scrapes, maps and crawls. The rubric rows that separate them, checked on 2026-10-27.
Published
This article was drafted with AI assistance from the sources listed below and edited and published by Teneo Labs. Disclosure: this site is run by Teneo Labs, the company behind Live Web Data API, which this article mentions.
| Criterion | Playwright MCP | Firecrawl MCP |
|---|---|---|
| Unit of work | One browser session, step by step | A page, a site map or a crawl |
| Tools | About 25 core tools | 25+ in the full profile |
| Output | Accessibility snapshots | Markdown and other formats |
| Runs where | Your machine or Docker | Hosted URL, local process or self-hosted |
| Pricing shape | Free to run; your compute | Credits per request |
People compare these two because both show up in "best MCP server for scraping" lists. They solve different jobs. Playwright MCP gives the model a real browser and lets it act one step at a time. Firecrawl MCP gives the model collection tools: scrape a page, map a site, crawl it, search. The rows below come from each project's docs, checked on 2026-10-27.
The unit of work
Playwright MCP works in browser sessions. The model navigates, reads an accessibility snapshot, clicks, types and reads the next snapshot. That is exactly right for form flows, UI tests and bug reproduction on your own app. Firecrawl MCP works in pages and sites. One call returns a page, a list of URLs or a crawl job, without the model steering a browser.
Tool surface and context cost
Both are large. Playwright MCP registers about 25 core tools, with more optional groups behind --caps. Firecrawl's README lists a full profile of more than 25 tools. The output differs more than the tool count: Playwright returns accessibility snapshots after actions, which carry element roles and references that reading does not need, while Firecrawl returns page content in the formats you ask for, with an option for main content only. The output and token cost guide covers the controls each one documents.
Hosting and cost
Playwright MCP runs on your machine or in its Docker image under Apache-2.0. It is free to run; you pay for the machine and its browser memory. Firecrawl MCP is usually used against the hosted platform, billed in credits per request, and its pricing page states that a page returning an error status such as 403 or 404 still costs one credit. You can also point it at a self-hosted Firecrawl.
Which one fits
Pick Playwright MCP when the job is interaction. Pick Firecrawl MCP when the job is collecting many pages. If the job is reading a handful of known public pages, both carry more tools than you need; the pick-by-job guide shows the lighter options, and the rubric guide has all ten rows for both servers.
Frequently asked questions
Can Firecrawl MCP click and fill forms?
Its full tool profile includes interaction tools, so some clicking is possible. For jobs that are interaction from start to finish, such as testing your own web app, a browser-control server like Playwright MCP is the more direct fit.
How do I make Playwright MCP use fewer tokens?
Leave optional tool groups off (they stay off unless enabled with --caps), and use --snapshot-mode none or a depth limit on browser_snapshot when you do not need the full snapshot after each step.
Sources
- Playwright MCP README (GitHub) (Documentation)
- firecrawl-mcp-server README (GitHub) (Documentation)
- Firecrawl pricing (Documentation)