--- title: "firecrawl vs Vane" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/firecrawl-firecrawl-vs-itzcrazykns-vane" tools: ["firecrawl-firecrawl", "itzcrazykns-vane"] --- # firecrawl vs Vane *GraphCanon updated Sep 30, 2026* ## 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. [firecrawl](https://firecrawl.dev) reports 182k GitHub stars, 9.8k forks, and 641 open issues, last pushed Sep 18, 2026. [Vane](https://github.com/ItzCrazyKns/Vane) has 37k stars, 4.1k forks, and 352 open issues, last pushed Sep 1, 2026. Figures are from public GitHub metadata via [firecrawl's repository](https://github.com/firecrawl/firecrawl) and [Vane's repository](https://github.com/ItzCrazyKns/Vane). | | [firecrawl](/tools/firecrawl-firecrawl.md) | [Vane](/tools/itzcrazykns-vane.md) | | --- | --- | --- | | Tagline | The web data API to search, scrape, and interact at scale. | Vane is an AI-powered answering engine. | | Stars | 181,801 | 36,869 | | Forks | 9,842 | 4,093 | | Open issues | 641 | 352 | | Language | TypeScript | TypeScript | | Adopt for | 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 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 | - | - | | Runtime | - | - | | License | AGPL-3.0 for the main project, MIT License for SDKs and some UI components. | MIT | | Categories | AI Agents, Data & Retrieval | AI Agents, Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [firecrawl](/tools/firecrawl-firecrawl.md) | [Vane](/tools/itzcrazykns-vane.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Active (82%) | | Days since push | 0d | 16d | | Open issues (now) | 641 | 352 | | Stars delta | +14k (30d) | +682 (30d) | | Open issues delta | +133 (30d) | +5 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/firecrawl-firecrawl/trust.md) | [trust report](/tools/itzcrazykns-vane/trust.md) | **Typed relationship:** firecrawl _(integrates with)_ Vane 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. ## Decision facts: firecrawl - **Pricing:** unknown - Pricing details are not provided in the repository data. - **Requirements:** Users must respect websites' policies when scraping and comply with robots.txt directives. - **Adopt for:** 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. - **License detail:** AGPL-3.0 for the main project, MIT License for SDKs and some UI components. ## Decision facts: Vane - **Adopt for:** 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. ## Choose when ### 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. ### 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 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 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. ## 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 `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 should I choose Vane over firecrawl? Choose Vane over firecrawl when 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 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](/tools/firecrawl-firecrawl/alternatives) and [Vane alternatives](/tools/itzcrazykns-vane/alternatives) ([firecrawl markdown twin](/tools/firecrawl-firecrawl/alternatives.md), [Vane markdown twin](/tools/itzcrazykns-vane/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 [this comparison](/compare/firecrawl-firecrawl-vs-itzcrazykns-vane.md) 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](/tools/firecrawl-firecrawl/trust); [Vane trust report](/tools/itzcrazykns-vane/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=firecrawl-firecrawl`](/api/graphcanon/graph?tool=firecrawl-firecrawl) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_