Comparison
Scrapling vs firecrawl
Verdict
Pick Scrapling if scrapling is an adaptive Web Scraping framework built in Python that supports tasks from single requests to full-scale crawls with robust data extraction techniques; pick firecrawl if firecrawl is a web data API for large-scale web scraping, searching, and data extraction tasks, supporting AI agents for intelligent web interaction and data retrieval.
Markdown twin · Scrapling alternatives · firecrawl alternatives
GraphCanon updated Sep 30, 2026
16views this month
vs
Trust & integrity
| Signal | Scrapling | firecrawl |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- Scrapling
- An adaptive Web Scraping framework
- firecrawl
- The web data API to search, scrape, and interact at scale.
Stars
- Scrapling
- 82k
- firecrawl
- 182k
Forks
- Scrapling
- 8.4k
- firecrawl
- 9.8k
Open issues
- Scrapling
- 3
- firecrawl
- 641
Language
- Scrapling
- Python
- firecrawl
- TypeScript
Adopt for
- Scrapling
- Scrapling is an adaptive Web Scraping framework built in Python that supports tasks from single requests to full-scale crawls with robust data extraction techniques.
- firecrawl
- Firecrawl is a web data API for large-scale web scraping, searching, and data extraction tasks, supporting AI agents for intelligent web interaction and data retrieval.
Persona
- Scrapling
- -
- firecrawl
- -
Runtime
- Scrapling
- -
- firecrawl
- -
License
- Scrapling
- BSD-3-Clause
- firecrawl
- AGPL-3.0 for the main project, MIT License for SDKs and some UI components.
Last pushed
- Scrapling
- Sep 19, 2026
- firecrawl
- Sep 18, 2026
Categories
- Scrapling
- Data & Retrieval, Developer Tools
- firecrawl
- AI Agents, Data & Retrieval
Trust and health
Open issues (now)
- Scrapling
- 3
- firecrawl
- 641
Stars delta
- Scrapling
- +11k (30d)
- firecrawl
- +14k (30d)
Open issues delta
- Scrapling
- -2 (30d)
- firecrawl
- +133 (30d)
Owner type
- Scrapling
- User
- firecrawl
- Organization
Full report
- Scrapling
- Trust report
- firecrawl
- Trust report
Typed relationship
Scrapling alternative firecrawlScraping and web data extraction are core functionalities for both Firecrawl and Scrapling, offering solutions to scrape the web with varying approaches.
Choose Scrapling if…
- Scrapling is primarily Python; firecrawl is TypeScript.
- License: Scrapling is BSD-3-Clause, firecrawl is AGPL-3.0.
- Scraping and web data extraction are core functionalities for both Firecrawl and Scrapling, offering solutions to scrape the web with varying approaches.
- Tags unique to Scrapling: automation, playwright, python, selectors.
- Also covers Developer Tools.
- Scrapling ships Docker support for self-hosted deployment.
- When you need a flexible scraping solution capable of handling scalable tasks ranging from individual queries to extensive crawling requirements
When NOT to use Scrapling
- Avoid using if your project strictly requires Java or another language besides Python, as Scrapling is exclusively developed in Python
- Not recommended for projects where minimal resource footprint is critical; due to its comprehensive feature set, it may not be the most lightweight option available
Choose firecrawl if…
- firecrawl is primarily TypeScript; Scrapling is Python.
- License: firecrawl is AGPL-3.0, Scrapling is BSD-3-Clause.
- Pricing: Pricing details are not provided in the repository data..
- Requirements: Users must respect websites' policies when scraping and comply with robots.txt directives..
- Scraping and web data extraction are core functionalities for both Firecrawl and Scrapling, offering solutions to scrape the web with varying approaches.
- Tags unique to firecrawl: ai, ai-agents, ai-crawler, ai-search.
- Also covers AI Agents.
- When you need to perform large-scale web scraping and data extraction tasks with support for AI-driven web interactions.
When NOT to use firecrawl
- If your project requires a tool that does not support AI-driven interactions and you prefer a simpler, more straightforward scraping solution.
- When you are looking for a solution that does not come with the AGPL-3.0 license, as this might not be compatible with your project's licensing requirements.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (D4Vinci/Scrapling) · observed Sep 20, 2026
- GitHub forks (D4Vinci/Scrapling) · observed Sep 20, 2026
- Last push (D4Vinci/Scrapling) · observed Sep 19, 2026
- License file (BSD-3-Clause) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (firecrawl/firecrawl) · observed Sep 20, 2026
- GitHub forks (firecrawl/firecrawl) · observed Sep 20, 2026
- Last push (firecrawl/firecrawl) · observed Sep 18, 2026
- License file (AGPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: Scrapling 82k · firecrawl 182k (synced Sep 20, 2026).
Common questions
- What is the difference between Scrapling and firecrawl?
- Scrapling: An adaptive Web Scraping framework. firecrawl: The web data API to search, scrape, and interact at scale.. See the comparison table for live GitHub stats and shared categories.
- When should I choose Scrapling over firecrawl?
- Choose Scrapling over firecrawl when Scrapling is primarily Python; firecrawl is TypeScript; License: Scrapling is BSD-3-Clause, firecrawl is AGPL-3.0; Scraping and web data extraction are core functionalities for both Firecrawl and Scrapling, offering solutions to scrape the web with varying approaches; Tags unique to Scrapling: automation, playwright, python, selectors; Also covers Developer Tools; Scrapling ships Docker support for self-hosted deployment; When you need a flexible scraping solution capable of handling scalable tasks ranging from individual queries to extensive crawling requirements.
- When should I choose firecrawl over Scrapling?
- Choose firecrawl over Scrapling when firecrawl is primarily TypeScript; Scrapling is Python; License: firecrawl is AGPL-3.0, Scrapling is BSD-3-Clause; Pricing: Pricing details are not provided in the repository data.; Requirements: Users must respect websites' policies when scraping and comply with robots.txt directives.; Scraping and web data extraction are core functionalities for both Firecrawl and Scrapling, offering solutions to scrape the web with varying approaches; Tags unique to firecrawl: ai, ai-agents, ai-crawler, ai-search; Also covers AI Agents; When you need to perform large-scale web scraping and data extraction tasks with support for AI-driven web interactions.
- When should I avoid Scrapling?
- Avoid using if your project strictly requires Java or another language besides Python, as Scrapling is exclusively developed in Python Not recommended for projects where minimal resource footprint is critical; due to its comprehensive feature set, it may not be the most lightweight option available
- When should I avoid firecrawl?
- If your project requires a tool that does not support AI-driven interactions and you prefer a simpler, more straightforward scraping solution. When you are looking for a solution that does not come with the AGPL-3.0 license, as this might not be compatible with your project's licensing requirements.
- Is Scrapling or firecrawl more popular on GitHub?
- firecrawl has more GitHub stars (181,801 vs 82,456). Stars measure visibility, not whether either tool fits your constraints.
- Are Scrapling and firecrawl open source?
- Yes - both are open-source projects on GitHub (Scrapling: BSD-3-Clause, firecrawl: AGPL-3.0).
- Where can I find alternatives to Scrapling or firecrawl?
- GraphCanon lists graph-backed alternatives at Scrapling alternatives and firecrawl alternatives (Scrapling markdown twin, firecrawl markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, Scrapling or firecrawl?
- Scrapling: Very active. firecrawl: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for Scrapling and firecrawl?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Scrapling trust report; firecrawl trust report.