Comparison
scrapecraft vs agent-toolkit
Verdict
Pick scrapecraft if scrapecraft is an AI-powered web scraping editor that uses natural language inputs to build, test, and deploy scrapers; pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows.
Markdown twin · scrapecraft alternatives · agent-toolkit alternatives
GraphCanon updated Aug 12, 2026
9views this month
vs
Trust & integrity
| Signal | scrapecraft | agent-toolkit |
|---|---|---|
| Maintenance | Slowing (228d since push) As of Aug 12, 2026 · github_public_v1 | Slowing (159d since push) As of Aug 12, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Aug 12, 2026 · github_public_v1 | Not a fork · Organization account As of Aug 12, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 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
- scrapecraft
- AI-powered web scraping editor with visual workflow builder
- agent-toolkit
- A curated collection of skills for AI coding agents
Stars
- scrapecraft
- 680
- agent-toolkit
- 2.3k
Forks
- scrapecraft
- 106
- agent-toolkit
- 217
Open issues
- scrapecraft
- 1
- agent-toolkit
- 17
Language
- scrapecraft
- Python
- agent-toolkit
- Python
Adopt for
- scrapecraft
- Scrapecraft is an AI-powered web scraping editor that uses natural language inputs to build, test, and deploy scrapers.
- agent-toolkit
- Extends AI coding agent capabilities with Python skills for development and professional workflows
Persona
- scrapecraft
- -
- agent-toolkit
- -
Runtime
- scrapecraft
- -
- agent-toolkit
- -
License
- scrapecraft
- MIT
- agent-toolkit
- MIT
Last pushed
- scrapecraft
- Dec 26, 2025
- agent-toolkit
- Mar 5, 2026
Categories
- scrapecraft
- Data & Retrieval, Developer Tools
- agent-toolkit
- AI Agents, Developer Tools
Trust and health
Days since push
- scrapecraft
- 228d
- agent-toolkit
- 159d
Open issues (now)
- scrapecraft
- 1
- agent-toolkit
- 17
Full report
- scrapecraft
- Trust report
- agent-toolkit
- Trust report
Choose scrapecraft if…
- Tags unique to scrapecraft: data-extraction, docker, fastapi, langgraph.
- Also covers Data & Retrieval.
- scrapecraft ships Docker support for self-hosted deployment.
- When you need to simplify the creation of complex web scraping tasks through visual workflow builders and natural language commands.
When NOT to use scrapecraft
- If your team requires more granular control over scraper logic, as Scrapecraft's reliance on AI and visual workflows might lack some fine-tuning options available in code-based scrapers.
- For projects where security or sensitive data handling is a concern, if the proprietary algorithms of ScrapeGraphAI do not meet your specific compliance needs.
Choose agent-toolkit if…
- Tags unique to agent-toolkit: agent-skills, claude, claude-code, coding-agent.
- Also covers AI Agents.
- For enhancing specific tasks like documentation, planning, and workflow management
When NOT to use agent-toolkit
- If you seek support for languages other than Python
- When working with non-Python based coding agents that require specialized skills not covered by this toolkit
- In cases where custom, from-scratch development is preferred over using pre-packaged scripts
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ScrapeGraphAI/scrapecraft) · observed Aug 12, 2026
- GitHub forks (ScrapeGraphAI/scrapecraft) · observed Aug 12, 2026
- Last push (ScrapeGraphAI/scrapecraft) · observed Dec 26, 2025
- License file (MIT) · observed Aug 12, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (softaworks/agent-toolkit) · observed Aug 12, 2026
- GitHub forks (softaworks/agent-toolkit) · observed Aug 12, 2026
- Last push (softaworks/agent-toolkit) · observed Mar 5, 2026
- License file (MIT) · observed Aug 12, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: scrapecraft 680 · agent-toolkit 2.3k (synced Aug 12, 2026).
Common questions
- What is the difference between scrapecraft and agent-toolkit?
- scrapecraft: AI-powered web scraping editor with visual workflow builder. agent-toolkit: A curated collection of skills for AI coding agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose scrapecraft over agent-toolkit?
- Choose scrapecraft over agent-toolkit when Tags unique to scrapecraft: data-extraction, docker, fastapi, langgraph; Also covers Data & Retrieval; scrapecraft ships Docker support for self-hosted deployment; When you need to simplify the creation of complex web scraping tasks through visual workflow builders and natural language commands.
- When should I choose agent-toolkit over scrapecraft?
- Choose agent-toolkit over scrapecraft when Tags unique to agent-toolkit: agent-skills, claude, claude-code, coding-agent; Also covers AI Agents; For enhancing specific tasks like documentation, planning, and workflow management.
- When should I avoid scrapecraft?
- If your team requires more granular control over scraper logic, as Scrapecraft's reliance on AI and visual workflows might lack some fine-tuning options available in code-based scrapers. For projects where security or sensitive data handling is a concern, if the proprietary algorithms of ScrapeGraphAI do not meet your specific compliance needs.
- When should I avoid agent-toolkit?
- If you seek support for languages other than Python When working with non-Python based coding agents that require specialized skills not covered by this toolkit In cases where custom, from-scratch development is preferred over using pre-packaged scripts
- Is scrapecraft or agent-toolkit more popular on GitHub?
- agent-toolkit has more GitHub stars (2,307 vs 680). Stars measure visibility, not whether either tool fits your constraints.
- Are scrapecraft and agent-toolkit open source?
- Yes - both are open-source projects on GitHub (scrapecraft: MIT, agent-toolkit: MIT).
- Where can I find alternatives to scrapecraft or agent-toolkit?
- GraphCanon lists graph-backed alternatives at scrapecraft alternatives and agent-toolkit alternatives (scrapecraft markdown twin, agent-toolkit 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, scrapecraft or agent-toolkit?
- scrapecraft: Slowing. agent-toolkit: Slowing. 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 scrapecraft and agent-toolkit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: scrapecraft trust report; agent-toolkit trust report.