head to head · open source
Scrapling vs firecrawl-mcp-server
Scrapling has 82,464 GitHub stars, 8,405 forks, 6 open issues and last shipped yesterday. firecrawl-mcp-server has 7,489 stars, 891 forks, 136 open issues and last shipped today. Scrapling leads on adoption by 1,001% (82,464 vs 7,489 stars). Scrapling is written in Python under BSD-3-Clause; firecrawl-mcp-server is written in JavaScript under MIT. Scrapling has attracted 10% 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. The two share 2 topic tags (mcp, mcp-server), so they are genuine substitutes rather than adjacent tools.
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
| Scrapling | firecrawl-mcp-server | |
|---|---|---|
| GitHub stars | ★ 82K | ★ 7.5K |
| License | BSD-3-Clause | MIT |
| Written in | Python | JavaScript |
| Last push | 2026-09-19 | 2026-09-20 |
| Forks | ⑂ 8.4K | ⑂ 891 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick Scrapling if
- You weight community size — 82K 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 Scrapling
Scrapling is an adaptive Python web scraping framework for developers, data teams, and regular users who need anything from a single request to a full scale crawl without rewriting selectors every time a site changes.
read the full Scrapling overview →
About firecrawl-mcp-server
Firecrawl MCP Server is the official Model Context Protocol server that gives Cursor, Claude, and other MCP compatible AI clients search, scraping, and page interaction against the live web.
read the full firecrawl-mcp-server overview →
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Frequently asked questions
Is Scrapling or firecrawl-mcp-server more popular?
Scrapling has 82,464 GitHub stars and firecrawl-mcp-server has 7,489. Scrapling has the larger community by that measure.
Are Scrapling and firecrawl-mcp-server free?
Both are open source. Scrapling is licensed under BSD-3-Clause and firecrawl-mcp-server under MIT. Neither carries a licence fee.
What is the difference between Scrapling and firecrawl-mcp-server?
Scrapling 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, Scrapling or firecrawl-mcp-server?
Choose Scrapling if you want the larger community (82,464 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.