Comparison
CloakBrowser vs firecrawl
Verdict
Pick CloakBrowser if cloakBrowser is a modified Chromium browser specifically tailored for passing bot detection tests, integrating fingerprint patches at source-level for advanced anti-detection in web scraping tasks. It offers both Python-; 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.
Markdown twin · CloakBrowser alternatives · firecrawl alternatives
GraphCanon updated Sep 30, 2026
22views this month
vs
Trust & integrity
| Signal | CloakBrowser | firecrawl |
|---|---|---|
| Maintenance | Very active (1d since push) As of Sep 20, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 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
- CloakBrowser
- Stealth Chromium that passes every bot detection test
- firecrawl
- The web data API to search, scrape, and interact at scale.
Stars
- CloakBrowser
- 32k
- firecrawl
- 182k
Forks
- CloakBrowser
- 2.6k
- firecrawl
- 9.8k
Open issues
- CloakBrowser
- 227
- firecrawl
- 641
Language
- CloakBrowser
- Python
- firecrawl
- TypeScript
Adopt for
- CloakBrowser
- CloakBrowser is a modified Chromium browser specifically tailored for passing bot detection tests, integrating fingerprint patches at source-level for advanced anti-detection in web scraping tasks. It offers both Python-
- 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.
Persona
- CloakBrowser
- -
- firecrawl
- -
Runtime
- CloakBrowser
- -
- firecrawl
- -
License
- CloakBrowser
- MIT
- firecrawl
- AGPL-3.0 for the main project, MIT License for SDKs and some UI components.
Last pushed
- CloakBrowser
- Sep 18, 2026
- firecrawl
- Sep 18, 2026
Categories
- CloakBrowser
- AI Agents, Developer Tools
- firecrawl
- AI Agents, Data & Retrieval
Trust and health
Days since push
- CloakBrowser
- 1d
- firecrawl
- 0d
Open issues (now)
- CloakBrowser
- 227
- firecrawl
- 641
Stars delta
- CloakBrowser
- +1.2k (30d)
- firecrawl
- +14k (30d)
Open issues delta
- CloakBrowser
- +31 (30d)
- firecrawl
- +133 (30d)
Full report
- CloakBrowser
- Trust report
- firecrawl
- Trust report
Typed relationship
CloakBrowser alternative firecrawlCloakBrowser and FireCrawl both deal with web scraping and automation, but while CloakBrowser focuses on bypassing bot detection to facilitate these activities, FireCrawl is aimed more broadly at large-scale web searching, scraping, and interaction.
Choose CloakBrowser if…
- CloakBrowser is primarily Python; firecrawl is TypeScript.
- License: CloakBrowser is MIT, firecrawl is AGPL-3.0.
- CloakBrowser and FireCrawl both deal with web scraping and automation, but while CloakBrowser focuses on bypassing bot detection to facilitate these activities, FireCrawl is aimed more broadly at large-scale web searching, scraping, and interaction.
- Tags unique to CloakBrowser: anti-detect, antidetect-browser, bot-detection, browser-automation.
- Also covers Developer Tools.
- CloakBrowser ships Docker support for self-hosted deployment.
- Use CloakBrowser when precise control over fingerprints and a high level of stealth are required to pass stringent bot detection tests.
When NOT to use CloakBrowser
- Avoid using CloakBrowser if you prefer open-source solutions without license requirements for the latest binary versions.
- Do not use CloackBrowser in environments where frequent updates to counter bot detection are unnecessary or overkill.
Choose firecrawl if…
- firecrawl is primarily TypeScript; CloakBrowser is Python.
- License: firecrawl is AGPL-3.0, CloakBrowser 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..
- CloakBrowser and FireCrawl both deal with web scraping and automation, but while CloakBrowser focuses on bypassing bot detection to facilitate these activities, FireCrawl is aimed more broadly at large-scale web searching, scraping, and interaction.
- Tags unique to firecrawl: ai, ai-agents, ai-crawler, ai-scraping.
- Also covers Data & Retrieval.
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (CloakHQ/CloakBrowser) · observed Sep 20, 2026
- GitHub forks (CloakHQ/CloakBrowser) · observed Sep 20, 2026
- Last push (CloakHQ/CloakBrowser) · observed Sep 18, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- 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 on cards: CloakBrowser 32k · firecrawl 182k (synced Sep 20, 2026).
Common questions
- What is the difference between CloakBrowser and firecrawl?
- CloakBrowser: Stealth Chromium that passes every bot detection test. firecrawl: The web data API to search, scrape, and interact at scale.. See the comparison table for live GitHub stats and shared categories.
- When should I choose CloakBrowser over firecrawl?
- Choose CloakBrowser over firecrawl when CloakBrowser is primarily Python; firecrawl is TypeScript; License: CloakBrowser is MIT, firecrawl is AGPL-3.0; CloakBrowser and FireCrawl both deal with web scraping and automation, but while CloakBrowser focuses on bypassing bot detection to facilitate these activities, FireCrawl is aimed more broadly at large-scale web searching, scraping, and interaction; Tags unique to CloakBrowser: anti-detect, antidetect-browser, bot-detection, browser-automation; Also covers Developer Tools; CloakBrowser ships Docker support for self-hosted deployment; Use CloakBrowser when precise control over fingerprints and a high level of stealth are required to pass stringent bot detection tests.
- When should I choose firecrawl over CloakBrowser?
- Choose firecrawl over CloakBrowser when firecrawl is primarily TypeScript; CloakBrowser is Python; License: firecrawl is AGPL-3.0, CloakBrowser 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.; CloakBrowser and FireCrawl both deal with web scraping and automation, but while CloakBrowser focuses on bypassing bot detection to facilitate these activities, FireCrawl is aimed more broadly at large-scale web searching, scraping, and interaction; Tags unique to firecrawl: ai, ai-agents, ai-crawler, ai-scraping; Also covers Data & Retrieval; When you need to perform large-scale web scraping and data extraction tasks with support for AI-driven web interactions.
- When should I avoid CloakBrowser?
- Avoid using CloakBrowser if you prefer open-source solutions without license requirements for the latest binary versions. Do not use CloackBrowser in environments where frequent updates to counter bot detection are unnecessary or overkill.
- 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.
- Is CloakBrowser or firecrawl more popular on GitHub?
- firecrawl has more GitHub stars (181,801 vs 31,579). Stars measure visibility, not whether either tool fits your constraints.
- Are CloakBrowser and firecrawl open source?
- Yes - both are open-source projects on GitHub (CloakBrowser: MIT, firecrawl: AGPL-3.0).
- Where can I find alternatives to CloakBrowser or firecrawl?
- GraphCanon lists graph-backed alternatives at CloakBrowser alternatives and firecrawl alternatives (CloakBrowser 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, CloakBrowser or firecrawl?
- CloakBrowser: 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 CloakBrowser and firecrawl?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: CloakBrowser trust report; firecrawl trust report.