Comparison
trafilatura vs Scrapegraph-ai
trafilatura (Python & Command-line tool to gather text and metadata on the Web) vs Scrapegraph-ai (Python scraper based on AI for web data extraction and LLM integration) - live GitHub stats and typed graph relationships, not marketing.
Markdown twin · trafilatura alternatives · Scrapegraph-ai alternatives
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Tagline
- trafilatura
- Python & Command-line tool to gather text and metadata on the Web
- Scrapegraph-ai
- Python scraper based on AI for web data extraction and LLM integration
Stars
- trafilatura
- 6.3k
- Scrapegraph-ai
- 28k
Forks
- trafilatura
- 393
- Scrapegraph-ai
- 2.7k
Open issues
- trafilatura
- 74
- Scrapegraph-ai
- 3
Language
- trafilatura
- Python
- Scrapegraph-ai
- Python
Adopt for
- trafilatura
- Trafilatura is a robust Python and command-line tool for web crawling, scraping, and extracting text data while maintaining high accuracy and efficiency.
- Scrapegraph-ai
- ScrapeGraphAI is an AI-powered Python library for web data extraction and LLM integration, supporting various document types like HTML, JSON, Markdown, etc.
Persona
- trafilatura
- -
- Scrapegraph-ai
- -
Runtime
- trafilatura
- -
- Scrapegraph-ai
- -
License
- trafilatura
- Apache-2.0
- Scrapegraph-ai
- MIT License
Last pushed
- trafilatura
- Jul 1, 2026
- Scrapegraph-ai
- Jun 25, 2026
Categories
- trafilatura
- Data & Retrieval
- Scrapegraph-ai
- LLM Frameworks, Developer Tools
Trust and health
Maintenance
- trafilatura
- Very active (96%)
- Scrapegraph-ai
- Active (82%)
Days since push
- trafilatura
- 6d
- Scrapegraph-ai
- 13d
Open issues (now)
- trafilatura
- 74
- Scrapegraph-ai
- 3
Owner type
- trafilatura
- User
- Scrapegraph-ai
- Organization
Security scan
- trafilatura
- Not scanned
- Scrapegraph-ai
- No lockfile
Full report
- trafilatura
- Trust report
- Scrapegraph-ai
- Trust report
Typed relationship
trafilatura alternative Scrapegraph-aiBoth trafilatura and Scrapegraph-AI are used for web data extraction but with different approaches; trafilatura focuses on text content while Scrapegraph-AI uses AI-based methods.
Shared compatibility
- Python · trafilatura: Python runtime · Scrapegraph-ai: Python runtime
Choose trafilatura if…
- License: trafilatura is Apache-2.0, Scrapegraph-ai is MIT.
- Pricing: Free and open source under Apache-2.0 license..
- Requirements: Min 4 GB RAM.
- Both trafilatura and Scrapegraph-AI are used for web data extraction but with different approaches; trafilatura focuses on text content while Scrapegraph-AI uses AI-based methods.
- Tags unique to trafilatura: html-to-markdown, nlp, corpus-builder, rag.
- Also covers Data & Retrieval.
- When you need to gather text content and metadata from the Web with a focus on precision and recall.
When NOT to use trafilatura
- When your project requires real-time updates or constant database connections as Trafilatura operates standalone without needing a database.
- If your task specifically demands integration with commercial web scraping solutions that offer additional proprietary features not available in open-source tools like Trafilatura.
Choose Scrapegraph-ai if…
- License: Scrapegraph-ai is MIT, trafilatura is Apache-2.0.
- Pricing: No specific pricing mentioned, but a cloud-based enhanced version is promoted on the repository.
- Both trafilatura and Scrapegraph-AI are used for web data extraction but with different approaches; trafilatura focuses on text content while Scrapegraph-AI uses AI-based methods.
- Tags unique to Scrapegraph-ai: markdown, large-language-model, ai-search, ai-scraping.
- Also covers LLM Frameworks, Developer Tools.
- Scrapegraph-ai ships Docker support for self-hosted deployment.
- - When you need a fast setup with fewer lines of code (approx. 5 lines) to get started.
When NOT to use Scrapegraph-ai
- - If your project has strict data privacy regulations and requires on-premises installation of the scraping tool because ScrapeGraphAI promotes its cloud-based services which may not comply with those
- - When you require detailed customizations in scraping behaviors that aren’t supported through the integrations it provides.
- - In scenarios where you are working solely with non-Python frameworks or when Python is explicitly disallowed by organizational policies.
Explore
trafilatura trust report →Scrapegraph-ai trust report →Data & Retrieval category →LLM Frameworks category →Developer Tools category →All comparisonsStack workflowsTrending tools
Related comparisons
Common questions
- What is the difference between trafilatura and Scrapegraph-ai?
- trafilatura: Python & Command-line tool to gather text and metadata on the Web. Scrapegraph-ai: Python scraper based on AI for web data extraction and LLM integration. 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; Pricing: Free and open source under Apache-2.0 license.; Requirements: Min 4 GB RAM; Both trafilatura and Scrapegraph-AI are used for web data extraction but with different approaches; trafilatura focuses on text content while Scrapegraph-AI uses AI-based methods; Tags unique to trafilatura: html-to-markdown, nlp, corpus-builder, rag; Also covers Data & Retrieval; When you need to gather text content and metadata from the Web with a focus on precision and recall.
- 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: No specific pricing mentioned, but a cloud-based enhanced version is promoted on the repository; Both trafilatura and Scrapegraph-AI are used for web data extraction but with different approaches; trafilatura focuses on text content while Scrapegraph-AI uses AI-based methods; Tags unique to Scrapegraph-ai: markdown, large-language-model, ai-search, ai-scraping; Also covers LLM Frameworks, Developer Tools; Scrapegraph-ai ships Docker support for self-hosted deployment; - When you need a fast setup with fewer lines of code (approx. 5 lines) to get started.
- When should I avoid trafilatura?
- When your project requires real-time updates or constant database connections as Trafilatura operates standalone without needing a database. If your task specifically demands integration with commercial web scraping solutions that offer additional proprietary features not available in open-source tools like Trafilatura.
- When should I avoid Scrapegraph-ai?
- - If your project has strict data privacy regulations and requires on-premises installation of the scraping tool because ScrapeGraphAI promotes its cloud-based services which may not comply with those - When you require detailed customizations in scraping behaviors that aren’t supported through the integrations it provides. - In scenarios where you are working solely with non-Python frameworks or when Python is explicitly disallowed by organizational policies.
- Is trafilatura or Scrapegraph-ai more popular on GitHub?
- Scrapegraph-ai has more GitHub stars (28,174 vs 6,251). 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 /tools/adbar-trafilatura/alternatives and /tools/scrapegraphai-scrapegraph-ai/alternatives (/tools/adbar-trafilatura/alternatives.md, /tools/scrapegraphai-scrapegraph-ai/alternatives.md), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at /compare/adbar-trafilatura-vs-scrapegraphai-scrapegraph-ai.md 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: /tools/adbar-trafilatura/trust; Scrapegraph-ai: /tools/scrapegraphai-scrapegraph-ai/trust.