--- title: "firecrawl vs SurfSense" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/firecrawl-firecrawl-vs-modsetter-surfsense" tools: ["firecrawl-firecrawl", "modsetter-surfsense"] --- # firecrawl vs SurfSense Neutral, constraint-first comparison with live GitHub stats. | | [firecrawl](/tools/firecrawl-firecrawl.md) | [SurfSense](/tools/modsetter-surfsense.md) | | --- | --- | --- | | Tagline | The API to search, scrape, and interact with the web at scale. | NotebookLM for Competitive Intelligence | | Stars | 147,462 | 15,207 | | Forks | 8,463 | 1,458 | | Open issues | 391 | 110 | | Language | TypeScript | Python | | Adopt for | Firecrawl is an API tool designed for efficient web search and scraping with industry-leading reliability and speed. It supports various output formats like Markdown and structured JSON, making it suitable for AI agents. | SurfSense is an open-source competitive intelligence platform aimed at empowering AI agents with live market data from a variety of platforms including Reddit and Google Search. It provides robust connectors for real-tim | | Persona | - | - | | Runtime | - | - | | License | AGPL-3.0 | Other | | 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) | [SurfSense](/tools/modsetter-surfsense.md) | | --- | --- | --- | | Open issues (now) | 391 | 110 | | Owner type | Organization | User | | Security scan | No lockfile | Not scanned | | Full report | [trust report](/tools/firecrawl-firecrawl/trust.md) | [trust report](/tools/modsetter-surfsense/trust.md) | **Typed relationship:** firecrawl _(integrates with)_ SurfSense ## Decision facts: firecrawl - **Pricing:** unknown - Open source under AGPL-3.0 license with a hosted service available. - **Adopt for:** Firecrawl is an API tool designed for efficient web search and scraping with industry-leading reliability and speed. It supports various output formats like Markdown and structured JSON, making it suitable for AI agents. ## Decision facts: SurfSense - **Pricing:** freemium - SurfSense is open-source with self-hosting capabilities, likely offering a free tier or cost-free option for those hosting it themselves. Any premium services would be indicated separately if offered. - **Adopt for:** SurfSense is an open-source competitive intelligence platform aimed at empowering AI agents with live market data from a variety of platforms including Reddit and Google Search. It provides robust connectors for real-tim ## Choose when ### Choose firecrawl if… - firecrawl is primarily TypeScript; SurfSense is Python. - License: firecrawl is AGPL-3.0, SurfSense is Other. - Pricing: Open source under AGPL-3.0 license with a hosted service available.. - Graph edge: firecrawl is a typed integrates with of SurfSense - see the relationship row above. - Tags unique to firecrawl: webscraping, web-crawler, data-extraction. - - When you need high reliability in extracting content from complex web pages (JS-heavy) without dealing with proxy issues ### Choose SurfSense if… - SurfSense is primarily Python; firecrawl is TypeScript. - License: SurfSense is Other, firecrawl is AGPL-3.0. - Pricing: SurfSense is open-source with self-hosting capabilities, likely offering a free tier or cost-free option for those hosting it themselves. Any premium services would be indicated separately if offered.. - Graph edge: SurfSense is a typed integrates with of firecrawl - see the relationship row above. - Tags unique to SurfSense: extension, chrome-extension, agents, fastapi. - + When monitoring competitor activities or tracking market trends in real-time. ## When NOT to use firecrawl - - Avoid if you're working on projects where the licensing terms (AGPL-3.0) are not compatible with your internal requirements - - For scenarios where fine-grained control over scraping and interacting processes is desired; Firecrawl handles most of these complexities automatically, which might limit customization ## When NOT to use SurfSense - - If your focus is solely on content generation without requiring real-time market data insights. - - When the primary requirement is an easy-to-use GUI for non-technical users, rather than API-driven integrations. - - In scenarios where direct access to raw data from platforms like Reddit or Google Search through traditional APIs is sufficient and you do not require SurfSense's extended functionalities. ## Common questions ### What is the difference between firecrawl and SurfSense? firecrawl: The API to search, scrape, and interact with the web at scale.. SurfSense: NotebookLM for Competitive Intelligence. See the comparison table for live GitHub stats and shared categories. ### When should I choose firecrawl over SurfSense? Choose firecrawl over SurfSense when firecrawl is primarily TypeScript; SurfSense is Python; License: firecrawl is AGPL-3.0, SurfSense is Other; Pricing: Open source under AGPL-3.0 license with a hosted service available.; Graph edge: firecrawl is a typed integrates with of SurfSense - see the relationship row above; Tags unique to firecrawl: webscraping, web-crawler, data-extraction; - When you need high reliability in extracting content from complex web pages (JS-heavy) without dealing with proxy issues. ### When should I choose SurfSense over firecrawl? Choose SurfSense over firecrawl when SurfSense is primarily Python; firecrawl is TypeScript; License: SurfSense is Other, firecrawl is AGPL-3.0; Pricing: SurfSense is open-source with self-hosting capabilities, likely offering a free tier or cost-free option for those hosting it themselves. Any premium services would be indicated separately if offered.; Graph edge: SurfSense is a typed integrates with of firecrawl - see the relationship row above; Tags unique to SurfSense: extension, chrome-extension, agents, fastapi; + When monitoring competitor activities or tracking market trends in real-time. ### When should I avoid firecrawl? - Avoid if you're working on projects where the licensing terms (AGPL-3.0) are not compatible with your internal requirements - For scenarios where fine-grained control over scraping and interacting processes is desired; Firecrawl handles most of these complexities automatically, which might limit customization ### When should I avoid SurfSense? - If your focus is solely on content generation without requiring real-time market data insights. - When the primary requirement is an easy-to-use GUI for non-technical users, rather than API-driven integrations. - In scenarios where direct access to raw data from platforms like Reddit or Google Search through traditional APIs is sufficient and you do not require SurfSense's extended functionalities. ### Is firecrawl or SurfSense more popular on GitHub? firecrawl has more GitHub stars (147,462 vs 15,207). Stars measure visibility, not whether either tool fits your constraints. ### Are firecrawl and SurfSense open source? Yes - both are open-source projects on GitHub (firecrawl: AGPL-3.0, SurfSense: Other). ### Where can I find alternatives to firecrawl or SurfSense? GraphCanon lists graph-backed alternatives at /tools/firecrawl-firecrawl/alternatives and /tools/modsetter-surfsense/alternatives (/tools/firecrawl-firecrawl/alternatives.md, /tools/modsetter-surfsense/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/firecrawl-firecrawl-vs-modsetter-surfsense.md mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, firecrawl or SurfSense? firecrawl: Very active. SurfSense: 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 firecrawl and SurfSense? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: firecrawl: /tools/firecrawl-firecrawl/trust; SurfSense: /tools/modsetter-surfsense/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/_