Comparison
browser-use vs firecrawl
Verdict
Pick browser-use if browser-use is a Python-based toolset that facilitates web task automation and enhances website interaction accessibility for AI agents using browser automation techniques; pick firecrawl if fireCrawl is an API-driven toolkit built for conducting scalable searches, scraping tasks, and interactive operations with the web using AI agents.
Markdown twin · browser-use alternatives · firecrawl alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | browser-use | firecrawl |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1w · github_public_v1 | Very active (0d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1w · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- browser-use
- Make websites accessible for AI agents. Automate tasks online with ease.
- firecrawl
- The API to search, scrape, and interact with the web at scale. 🔥
Stars
- browser-use
- 109k
- firecrawl
- 168k
Forks
- browser-use
- 12k
- firecrawl
- 9.4k
Open issues
- browser-use
- 357
- firecrawl
- 508
Language
- browser-use
- Python
- firecrawl
- TypeScript
Adopt for
- browser-use
- browser-use is a Python-based toolset that facilitates web task automation and enhances website interaction accessibility for AI agents using browser automation techniques.
- firecrawl
- FireCrawl is an API-driven toolkit built for conducting scalable searches, scraping tasks, and interactive operations with the web using AI agents.
Persona
- browser-use
- -
- firecrawl
- -
Runtime
- browser-use
- -
- firecrawl
- -
License
- browser-use
- The MIT License provides great flexibility and permissiveness for both open-source and proprietary software projects.
- firecrawl
- AGPL-3.0 license requires that any changes to FireCrawl's source code also be made available as free software when the adapted version is used.
Last pushed
- browser-use
- Aug 15, 2026
- firecrawl
- Aug 15, 2026
Categories
- browser-use
- AI Agents, Developer Tools
- firecrawl
- AI Agents, Data & Retrieval
Trust and health
Open issues (now)
- browser-use
- 357
- firecrawl
- 508
Stars delta
- browser-use
- +4.3k (30d)
- firecrawl
- +16k (30d)
Open issues delta
- browser-use
- +32 (30d)
- firecrawl
- +106 (30d)
Full report
- browser-use
- Trust report
- firecrawl
- Trust report
Typed relationship
browser-use alternative firecrawlBoth `browser-use` and `firecrawl` are tools used for interacting with the web at scale, albeit with different focuses: browser automation in `browser-use` vs. scraping and searching capabilities in `firecrawl`.
Choose browser-use if…
- browser-use is primarily Python; firecrawl is TypeScript.
- License: browser-use is MIT, firecrawl is AGPL-3.0.
- Pricing: This tool is provided under the MIT license which means you can use it freely but there are no guarantees or formal support unless included in separate agreements..
- Requirements: Min 2 GB RAM; Requires Docker; Playwright installation and configuration needed for full functionality..
- Both `browser-use` and `firecrawl` are tools used for interacting with the web at scale, albeit with different focuses: browser automation in `browser-use` vs. scraping and searching capabilities in `firecrawl`.
- Tags unique to browser-use: ai-tools, browser-automation, llm, playwright.
- Also covers Developer Tools.
- browser-use ships Docker support for self-hosted deployment.
- When you need to automate interactions with websites in a straightforward manner, especially if your use case already leverages Playwright under the hood.
When NOT to use browser-use
- Avoid using browser-use if your automation workflow requires features that are exclusive to a different framework or library, such as specific functionalities only available in Selenium, as browseruse
Choose firecrawl if…
- firecrawl is primarily TypeScript; browser-use is Python.
- License: firecrawl is AGPL-3.0, browser-use is MIT.
- FireCrawl can be deployed on your infrastructure, giving you complete control over where and how the API interacts with web data.
- Requirements: Min 4 GB RAM; Requires Docker.
- Both `browser-use` and `firecrawl` are tools used for interacting with the web at scale, albeit with different focuses: browser automation in `browser-use` vs. scraping and searching capabilities in `firecrawl`.
- Tags unique to firecrawl: crawler, scraping, search, web-data-extraction.
- Also covers Data & Retrieval.
- When you need to automate complex web interactions that require understanding context or content from multiple sources, leveraging its AI agent capabilities.
When NOT to use firecrawl
- For lightweight scraping tasks where minimal data extraction is sufficient and speed is of utmost importance without the need for advanced AI analysis.
- If you require open-source components under a license other than AGPL-3.0, as this license may impose certain restrictions on derivative works.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (browser-use/browser-use) · observed Aug 16, 2026
- GitHub forks (browser-use/browser-use) · observed Aug 16, 2026
- Last push (browser-use/browser-use) · observed Aug 15, 2026
- License file (MIT) · observed Aug 16, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (firecrawl/firecrawl) · observed Aug 16, 2026
- GitHub forks (firecrawl/firecrawl) · observed Aug 16, 2026
- Last push (firecrawl/firecrawl) · observed Aug 15, 2026
- License file (AGPL-3.0) · observed Aug 16, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: browser-use 109k · firecrawl 168k (synced Aug 16, 2026).
Common questions
- What is the difference between browser-use and firecrawl?
- browser-use: Make websites accessible for AI agents. Automate tasks online with ease.. firecrawl: The API to search, scrape, and interact with the web at scale. 🔥. See the comparison table for live GitHub stats and shared categories.
- When should I choose browser-use over firecrawl?
- Choose browser-use over firecrawl when browser-use is primarily Python; firecrawl is TypeScript; License: browser-use is MIT, firecrawl is AGPL-3.0; Pricing: This tool is provided under the MIT license which means you can use it freely but there are no guarantees or formal support unless included in separate agreements.; Requirements: Min 2 GB RAM; Requires Docker; Playwright installation and configuration needed for full functionality.; Both
browser-useandfirecrawlare tools used for interacting with the web at scale, albeit with different focuses: browser automation inbrowser-usevs. scraping and searching capabilities infirecrawl; Tags unique to browser-use: ai-tools, browser-automation, llm, playwright; Also covers Developer Tools; browser-use ships Docker support for self-hosted deployment; When you need to automate interactions with websites in a straightforward manner, especially if your use case already leverages Playwright under the hood. - When should I choose firecrawl over browser-use?
- Choose firecrawl over browser-use when firecrawl is primarily TypeScript; browser-use is Python; License: firecrawl is AGPL-3.0, browser-use is MIT; FireCrawl can be deployed on your infrastructure, giving you complete control over where and how the API interacts with web data; Requirements: Min 4 GB RAM; Requires Docker; Both
browser-useandfirecrawlare tools used for interacting with the web at scale, albeit with different focuses: browser automation inbrowser-usevs. scraping and searching capabilities infirecrawl; Tags unique to firecrawl: crawler, scraping, search, web-data-extraction; Also covers Data & Retrieval; When you need to automate complex web interactions that require understanding context or content from multiple sources, leveraging its AI agent capabilities. - When should I avoid browser-use?
- Avoid using browser-use if your automation workflow requires features that are exclusive to a different framework or library, such as specific functionalities only available in Selenium, as browseruse
- When should I avoid firecrawl?
- For lightweight scraping tasks where minimal data extraction is sufficient and speed is of utmost importance without the need for advanced AI analysis. If you require open-source components under a license other than AGPL-3.0, as this license may impose certain restrictions on derivative works.
- Is browser-use or firecrawl more popular on GitHub?
- firecrawl has more GitHub stars (167,794 vs 109,348). Stars measure visibility, not whether either tool fits your constraints.
- Are browser-use and firecrawl open source?
- Yes - both are open-source projects on GitHub (browser-use: MIT, firecrawl: AGPL-3.0).
- Where can I find alternatives to browser-use or firecrawl?
- GraphCanon lists graph-backed alternatives at browser-use alternatives and firecrawl alternatives (browser-use markdown twin, firecrawl 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, browser-use or firecrawl?
- browser-use: Very active. firecrawl: 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 browser-use and firecrawl?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: browser-use trust report; firecrawl trust report.