Comparison
trafilatura vs Scrapegraph-ai
Verdict
Pick trafilatura if trafilatura is a Python and command-line tool for web crawling, scraping, and text extraction, supporting various output formats including CSV, JSON, HTML, MD, TXT, and XML; pick Scrapegraph-ai if scrapegraph-ai is a Python-based AI-driven web scraping tool designed for data extraction and web search, offering an alternative to traditional scraping methods with its AI capabilities.
Markdown twin · trafilatura alternatives · Scrapegraph-ai alternatives
GraphCanon updated Sep 30, 2026
20views this month
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Trust & integrity
| Signal | trafilatura | Scrapegraph-ai |
|---|---|---|
| Maintenance | Very active (3d since push) As of Aug 18, 2026 · github_public_v1 | Active (10d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Aug 18, 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
- trafilatura
- Python tool for web text and metadata extraction
- Scrapegraph-ai
- Python scraper based on AI
Stars
- trafilatura
- 6.7k
- Scrapegraph-ai
- 31k
Forks
- trafilatura
- 415
- Scrapegraph-ai
- 3.1k
Open issues
- trafilatura
- 62
- Scrapegraph-ai
- 17
Language
- trafilatura
- Python
- Scrapegraph-ai
- Python
Adopt for
- trafilatura
- trafilatura is a Python and command-line tool for web crawling, scraping, and text extraction, supporting various output formats including CSV, JSON, HTML, MD, TXT, and XML.
- Scrapegraph-ai
- Scrapegraph-ai is a Python-based AI-driven web scraping tool designed for data extraction and web search, offering an alternative to traditional scraping methods with its AI capabilities.
Persona
- trafilatura
- -
- Scrapegraph-ai
- -
Runtime
- trafilatura
- -
- Scrapegraph-ai
- -
License
- trafilatura
- Apache-2.0
- Scrapegraph-ai
- MIT License
Last pushed
- trafilatura
- Aug 15, 2026
- Scrapegraph-ai
- Sep 7, 2026
Categories
- trafilatura
- Data & Retrieval
- Scrapegraph-ai
- Data & Retrieval, Developer Tools
Trust and health
Maintenance
- trafilatura
- Very active (96%)
- Scrapegraph-ai
- Active (82%)
Days since push
- trafilatura
- 3d
- Scrapegraph-ai
- 10d
Open issues (now)
- trafilatura
- 62
- Scrapegraph-ai
- 17
Stars delta
- trafilatura
- +343 (30d)
- Scrapegraph-ai
- +1.4k (30d)
Open issues delta
- trafilatura
- -5 (30d)
- Scrapegraph-ai
- +5 (30d)
Owner type
- trafilatura
- User
- Scrapegraph-ai
- Organization
Full report
- trafilatura
- Trust report
- Scrapegraph-ai
- Trust report
Typed relationship
trafilatura alternative Scrapegraph-aiBoth tools are designed for web data extraction, but Trafilatura focuses on text and metadata extraction using a more traditional approach, while Scrapegraph-AI leverages AI techniques.
Choose trafilatura if…
- License: trafilatura is Apache-2.0, Scrapegraph-ai is MIT.
- Both tools are designed for web data extraction, but Trafilatura focuses on text and metadata extraction using a more traditional approach, while Scrapegraph-AI leverages AI techniques.
- Tags unique to trafilatura: article-extractor, corpus-builder, html-to-markdown, news-aggregator.
- When you need a tool that supports multiple output formats, including less common ones like TEI and XML, for detailed text and metadata extraction.
When NOT to use trafilatura
- When your project strictly requires a tool under the GPL license, as trafilatura is now distributed under the Apache 2.0 license.
- If your use case demands real-time scraping capabilities, as trafilatura focuses more on accuracy and quality of extracted content rather than speed.
Choose Scrapegraph-ai if…
- License: Scrapegraph-ai is MIT, trafilatura is Apache-2.0.
- Pricing: Free to use under the MIT License, with no explicit mention of paid features in the repository..
- Requirements: Min 2 GB RAM; Requires Python environment to run..
- Both tools are designed for web data extraction, but Trafilatura focuses on text and metadata extraction using a more traditional approach, while Scrapegraph-AI leverages AI techniques.
- Tags unique to Scrapegraph-ai: ai-crawler, ai-scraping, ai-search, data-extraction.
- Also covers Developer Tools.
- Scrapegraph-ai ships Docker support for self-hosted deployment.
- When you need advanced AI-driven scraping capabilities that can adapt to complex web structures and extract data more intelligently than traditional scrapers.
When NOT to use Scrapegraph-ai
- If your project requires a more lightweight solution, as Scrapegraph-ai's AI features might introduce additional overhead.
- When your scraping needs are simple and do not require the sophisticated AI capabilities that Scrapegraph-ai offers, opting for a simpler tool might be more efficient.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (adbar/trafilatura) · observed Sep 20, 2026
- GitHub forks (adbar/trafilatura) · observed Sep 20, 2026
- Last push (adbar/trafilatura) · observed Aug 15, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 30, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (ScrapeGraphAI/Scrapegraph-ai) · observed Sep 20, 2026
- GitHub forks (ScrapeGraphAI/Scrapegraph-ai) · observed Sep 20, 2026
- Last push (ScrapeGraphAI/Scrapegraph-ai) · observed Sep 7, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: trafilatura 6.7k · Scrapegraph-ai 31k (synced Sep 20, 2026).
Common questions
- What is the difference between trafilatura and Scrapegraph-ai?
- trafilatura: Python tool for web text and metadata extraction. Scrapegraph-ai: Python scraper based on AI. See the comparison table for live GitHub stats and shared categories.
- When should I choose trafilatura over Scrapegraph-ai?
- Choose trafilatura over Scrapegraph-ai when License: trafilatura is Apache-2.0, Scrapegraph-ai is MIT; Both tools are designed for web data extraction, but Trafilatura focuses on text and metadata extraction using a more traditional approach, while Scrapegraph-AI leverages AI techniques; Tags unique to trafilatura: article-extractor, corpus-builder, html-to-markdown, news-aggregator; When you need a tool that supports multiple output formats, including less common ones like TEI and XML, for detailed text and metadata extraction.
- When should I choose Scrapegraph-ai over trafilatura?
- Choose Scrapegraph-ai over trafilatura when License: Scrapegraph-ai is MIT, trafilatura is Apache-2.0; Pricing: Free to use under the MIT License, with no explicit mention of paid features in the repository.; Requirements: Min 2 GB RAM; Requires Python environment to run.; Both tools are designed for web data extraction, but Trafilatura focuses on text and metadata extraction using a more traditional approach, while Scrapegraph-AI leverages AI techniques; Tags unique to Scrapegraph-ai: ai-crawler, ai-scraping, ai-search, data-extraction; Also covers Developer Tools; Scrapegraph-ai ships Docker support for self-hosted deployment; When you need advanced AI-driven scraping capabilities that can adapt to complex web structures and extract data more intelligently than traditional scrapers.
- When should I avoid trafilatura?
- When your project strictly requires a tool under the GPL license, as trafilatura is now distributed under the Apache 2.0 license. If your use case demands real-time scraping capabilities, as trafilatura focuses more on accuracy and quality of extracted content rather than speed.
- When should I avoid Scrapegraph-ai?
- If your project requires a more lightweight solution, as Scrapegraph-ai's AI features might introduce additional overhead. When your scraping needs are simple and do not require the sophisticated AI capabilities that Scrapegraph-ai offers, opting for a simpler tool might be more efficient.
- Is trafilatura or Scrapegraph-ai more popular on GitHub?
- Scrapegraph-ai has more GitHub stars (31,068 vs 6,657). Stars measure visibility, not whether either tool fits your constraints.
- Are trafilatura and Scrapegraph-ai open source?
- Yes - both are open-source projects on GitHub (trafilatura: Apache-2.0, Scrapegraph-ai: MIT).
- Where can I find alternatives to trafilatura or Scrapegraph-ai?
- GraphCanon lists graph-backed alternatives at trafilatura alternatives and Scrapegraph-ai alternatives (trafilatura markdown twin, Scrapegraph-ai 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, trafilatura or Scrapegraph-ai?
- trafilatura: Very active. Scrapegraph-ai: 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 trafilatura and Scrapegraph-ai?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: trafilatura trust report; Scrapegraph-ai trust report.