head to head · open source
scrapy vs firecrawl-mcp-server
scrapy has 65,180 GitHub stars, 12,093 forks, 394 open issues and last shipped yesterday. firecrawl-mcp-server has 7,751 stars, 926 forks, 136 open issues and last shipped yesterday. scrapy leads on adoption by 741% (65,180 vs 7,751 stars). scrapy is written in Python under BSD-3-Clause; firecrawl-mcp-server is written in JavaScript under MIT. scrapy has attracted 19% as many forks as stars, firecrawl-mcp-server 12%. firecrawl-mcp-server was the more recently maintained of the two, and both are self-hostable with no licence fee.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| scrapy | firecrawl-mcp-server | |
|---|---|---|
| GitHub stars | ★ 65K | ★ 7.8K |
| License | BSD-3-Clause | MIT |
| Written in | Python | JavaScript |
| Last push | 2026-11-02 | 2026-11-02 |
| Forks | ⑂ 12K | ⑂ 926 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick scrapy if
- You weight community size — 65K stars and counting
- You want the BSD-3-Clause license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick firecrawl-mcp-server if
- You want the firecrawl-mcp-server feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches JavaScript
- You evaluated both and firecrawl-mcp-server fits your workflow better
About scrapy
.. logo image:: :target: :alt: Scrapy :width: 480px .. version image:: :target: :alt: PyPI Version .. python version image:: :target: :alt: Supported Python Versions .. tests image:: :target: :alt: Tests .. coverage image:: :target: :alt: Coverage report .. conda image:: :target: :alt: Conda Version .. deepwiki image:: :target: :alt: Ask DeepWiki Scrapy is a web scraping framework to extract structured data from websites. It is cross platform, and requires Python 3.10+. It is maintained by Zyte (formerly Scrapinghub) and many other contributors . .. many other contributors: .. Scrapy: .. Zyte: Install with…
read the full scrapy overview →
About firecrawl-mcp-server
Firecrawl MCP Server A Model Context Protocol (MCP) server that brings Firecrawl to MCP compatible AI agents — search, scrape, and interact with the live web for clean, agent ready context. Big thanks to @vrknetha, @knacklabs for the initial implementation! Features Search the web and get full page content Search an index built for coding agents: GitHub issues, merged pull requests, READMEs, and docs Scrape any URL into clean, structured data Interact with pages — click, navigate, and operate Deep research with autonomous agent Automatic retries and rate limiting Cloud and self hosted support SSE support Play…
read the full firecrawl-mcp-server overview →
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Frequently asked questions
Is scrapy or firecrawl-mcp-server more popular?
scrapy has 65,180 GitHub stars and firecrawl-mcp-server has 7,751. scrapy has the larger community by that measure.
Are scrapy and firecrawl-mcp-server free?
Both are open source. scrapy is licensed under BSD-3-Clause and firecrawl-mcp-server under MIT. Neither carries a licence fee.
What is the difference between scrapy and firecrawl-mcp-server?
scrapy is written in Python and firecrawl-mcp-server in JavaScript. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, scrapy or firecrawl-mcp-server?
Choose scrapy if you want the larger community (65,180 stars) or its BSD-3-Clause licence terms. Choose firecrawl-mcp-server if its feature set, stack or MIT licence fits better. Both are self-hostable.