Comparison
firecrawl vs Vane
Verdict
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; pick Vane if vane is an AI-powered answering engine that can be installed using Docker or built from source. It integrates with SearxNG for search capabilities and supports various AI models.
Markdown twin · firecrawl alternatives · Vane alternatives
GraphCanon updated Sep 30, 2026
11views this month
Trust & integrity
| Signal | firecrawl | Vane |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Active (16d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 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
- firecrawl
- The web data API to search, scrape, and interact at scale.
- Vane
- Vane is an AI-powered answering engine.
Stars
- firecrawl
- 182k
- Vane
- 37k
Forks
- firecrawl
- 9.8k
- Vane
- 4.1k
Open issues
- firecrawl
- 641
- Vane
- 352
Language
- firecrawl
- TypeScript
- Vane
- TypeScript
Adopt for
- 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.
- Vane
- Vane is an AI-powered answering engine that can be installed using Docker or built from source. It integrates with SearxNG for search capabilities and supports various AI models.
Persona
- firecrawl
- -
- Vane
- -
Runtime
- firecrawl
- -
- Vane
- -
License
- firecrawl
- AGPL-3.0 for the main project, MIT License for SDKs and some UI components.
- Vane
- MIT
Last pushed
- firecrawl
- Sep 18, 2026
- Vane
- Sep 1, 2026
Categories
- firecrawl
- AI Agents, Data & Retrieval
- Vane
- AI Agents, Data & Retrieval
Trust and health
Maintenance
- firecrawl
- Very active (96%)
- Vane
- Active (82%)
Days since push
- firecrawl
- 0d
- Vane
- 16d
Open issues (now)
- firecrawl
- 641
- Vane
- 352
Stars delta
- firecrawl
- +14k (30d)
- Vane
- +682 (30d)
Open issues delta
- firecrawl
- +133 (30d)
- Vane
- +5 (30d)
Owner type
- firecrawl
- Organization
- Vane
- User
Full report
- firecrawl
- Trust report
- Vane
- Trust report
Typed relationship
Choose firecrawl if…
- License: firecrawl is AGPL-3.0, Vane is MIT.
- Pricing: Pricing details are not provided in the repository data..
- Requirements: Users must respect websites' policies when scraping and comply with robots.txt directives..
- Vane can integrate with `firecrawl` to search, scrape, and interact with the web at scale which aligns with Vane's feature that aims for comprehensive information retrieval.
- Tags unique to firecrawl: ai, ai-crawler, ai-scraping, ai-search.
- 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.
Choose Vane if…
- License: Vane is MIT, firecrawl is AGPL-3.0.
- Vane can integrate with `firecrawl` to search, scrape, and interact with the web at scale which aligns with Vane's feature that aims for comprehensive information retrieval.
- Tags unique to Vane: ai-search-engine, answering-engine, artificial-intelligence, llm.
- Vane ships Docker support for self-hosted deployment.
- Use Vane when you need an AI-powered answering engine that can be easily set up with Docker, reducing the complexity of managing dependencies and environment variables.
When NOT to use Vane
- Avoid Vane if you do not have the technical capability to set up and manage Docker containers or if you prefer a solution that does not require Docker for installation.
- Do not use Vane if you need a solution that does not integrate with SearxNG, as Vane's search capabilities are tightly coupled with SearxNG, requiring specific configurations.
- Skip Vane if you are looking for a fully managed service without the need for self-hosting, as Vane requires setting up and maintaining your own instance.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- 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 (ItzCrazyKns/Vane) · observed Sep 20, 2026
- GitHub forks (ItzCrazyKns/Vane) · observed Sep 20, 2026
- Last push (ItzCrazyKns/Vane) · observed Sep 1, 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: firecrawl 182k · Vane 37k (synced Sep 20, 2026).
Common questions
- What is the difference between firecrawl and Vane?
- firecrawl: The web data API to search, scrape, and interact at scale.. Vane: Vane is an AI-powered answering engine.. See the comparison table for live GitHub stats and shared categories.
- When should I choose firecrawl over Vane?
- Choose firecrawl over Vane when License: firecrawl is AGPL-3.0, Vane is MIT; Pricing: Pricing details are not provided in the repository data.; Requirements: Users must respect websites' policies when scraping and comply with robots.txt directives.; Vane can integrate with
firecrawlto search, scrape, and interact with the web at scale which aligns with Vane's feature that aims for comprehensive information retrieval; Tags unique to firecrawl: ai, ai-crawler, ai-scraping, ai-search; When you need to perform large-scale web scraping and data extraction tasks with support for AI-driven web interactions. - When should I choose Vane over firecrawl?
- Choose Vane over firecrawl when License: Vane is MIT, firecrawl is AGPL-3.0; Vane can integrate with
firecrawlto search, scrape, and interact with the web at scale which aligns with Vane's feature that aims for comprehensive information retrieval; Tags unique to Vane: ai-search-engine, answering-engine, artificial-intelligence, llm; Vane ships Docker support for self-hosted deployment; Use Vane when you need an AI-powered answering engine that can be easily set up with Docker, reducing the complexity of managing dependencies and environment variables. - 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.
- When should I avoid Vane?
- Avoid Vane if you do not have the technical capability to set up and manage Docker containers or if you prefer a solution that does not require Docker for installation. Do not use Vane if you need a solution that does not integrate with SearxNG, as Vane's search capabilities are tightly coupled with SearxNG, requiring specific configurations. Skip Vane if you are looking for a fully managed service without the need for self-hosting, as Vane requires setting up and maintaining your own instance.
- Is firecrawl or Vane more popular on GitHub?
- firecrawl has more GitHub stars (181,801 vs 36,869). Stars measure visibility, not whether either tool fits your constraints.
- Are firecrawl and Vane open source?
- Yes - both are open-source projects on GitHub (firecrawl: AGPL-3.0, Vane: MIT).
- Where can I find alternatives to firecrawl or Vane?
- GraphCanon lists graph-backed alternatives at firecrawl alternatives and Vane alternatives (firecrawl markdown twin, Vane 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, firecrawl or Vane?
- firecrawl: Very active. Vane: 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 firecrawl and Vane?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: firecrawl trust report; Vane trust report.