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Comparison

Scrapling vs Curator

Verdict

Pick Scrapling when license: Scrapling is BSD-3-Clause, Curator is Apache-2.0; pick Curator when license: Curator is Apache-2.0, Scrapling is BSD-3-Clause.

Markdown twin · Scrapling alternatives · Curator alternatives

GraphCanon updated today

Scrapling logo

Scrapling

D4Vinci/Scrapling

★ 69kpushed Jul 8, 2026
vs
Curator logo

Curator

NVIDIA-NeMo/Curator

★ 1.7kpushed Jul 11, 2026

Trust & integrity

SignalScraplingCurator
Maintenance
Very active (2d since push)
As of today · github_public_v1
Very active (0d since push)
As of today · github_public_v1
Provenance
Not a fork · Personal account
As of today · github_public_v1
Not a fork · Organization account
As of today · github_public_v1
Security (OSV)
No MCP manifest
As of today · mcp_manifest
No lockfile
As of today · none
Scrapling trust reportCurator trust reportTrust methodology

Tagline

Scrapling
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
Curator
Scalable data pre processing and curation toolkit for LLMs

Stars

Scrapling
69k
Curator
1.7k

Forks

Scrapling
6.8k
Curator
298

Open issues

Scrapling
3
Curator
279

Language

Scrapling
Python
Curator
Python

Adopt for

Scrapling
-
Curator
-

Persona

Scrapling
-
Curator
-

Runtime

Scrapling
-
Curator
-

License

Scrapling
BSD-3-Clause
Curator
Apache-2.0

Last pushed

Scrapling
Jul 8, 2026
Curator
Jul 11, 2026

Categories

Scrapling
Data & Retrieval, Developer Tools
Curator
Data & Retrieval, Developer Tools, LLM Frameworks

Trust and health

Days since push

Scrapling
2d
Curator
0d

Open issues (now)

Scrapling
3
Curator
279

Owner type

Scrapling
User
Curator
Organization

Security scan

Scrapling
No MCP manifest
Curator
No lockfile

Full report

Scrapling
Trust report
Curator
Trust report

Choose Scrapling if…

  • License: Scrapling is BSD-3-Clause, Curator is Apache-2.0.
  • Tags unique to Scrapling: ai, ai-scraping, automation, crawler.
  • More GitHub stars (69k vs 1.7k) - visibility, not fit.

When NOT to use Scrapling

  • Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
  • Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
GitHubDetails

Choose Curator if…

  • License: Curator is Apache-2.0, Scrapling is BSD-3-Clause.
  • Tags unique to Curator: data-curation, data-prep, data-preparation, data-processing.
  • Also covers LLM Frameworks.

When NOT to use Curator

  • Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
  • Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
  • LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
GitHubDetails

Explore

Scrapling trust report →Curator trust report →Data & Retrieval category →Developer Tools category →LLM Frameworks category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: Scrapling 69k · Curator 1.7k (synced Jul 11, 2026).

Common questions

What is the difference between Scrapling and Curator?
Scrapling: 🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!. Curator: Scalable data pre processing and curation toolkit for LLMs. See the comparison table for live GitHub stats and shared categories.
When should I choose Scrapling over Curator?
Choose Scrapling over Curator when License: Scrapling is BSD-3-Clause, Curator is Apache-2.0; Tags unique to Scrapling: ai, ai-scraping, automation, crawler; More GitHub stars (69k vs 1.7k) - visibility, not fit.
When should I choose Curator over Scrapling?
Choose Curator over Scrapling when License: Curator is Apache-2.0, Scrapling is BSD-3-Clause; Tags unique to Curator: data-curation, data-prep, data-preparation, data-processing; Also covers LLM Frameworks.
When should I avoid Scrapling?
Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
When should I avoid Curator?
Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Is Scrapling or Curator more popular on GitHub?
Scrapling has more GitHub stars (69,097 vs 1,656). Stars measure visibility, not whether either tool fits your constraints.
Are Scrapling and Curator open source?
Yes - both are open-source projects on GitHub (Scrapling: BSD-3-Clause, Curator: Apache-2.0).
Where can I find alternatives to Scrapling or Curator?
GraphCanon lists graph-backed alternatives at Scrapling alternatives and Curator alternatives (Scrapling markdown twin, Curator 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 Curator?
Scrapling: Very active. Curator: 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 Curator?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Scrapling trust report; Curator trust report.