Comparison
browser-use vs ccg-workflow
Verdict
Pick browser-use when browser-use is primarily Python; ccg-workflow is Go; pick ccg-workflow when ccg-workflow is primarily Go; browser-use is Python.
Markdown twin · browser-use alternatives · ccg-workflow alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | browser-use | ccg-workflow |
|---|---|---|
| Maintenance | Very active (0d since push) As of 4d · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4d · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 4d · osv@v1 | No published findings from this source as of 2026-07-15 As of today · 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.
- ccg-workflow
- 多模型协作工作流引擎, /ccg:go 一个命令，AI 自动分析意图、选择策略、编排 Codex + Gemini + Claude 协作执行
Stars
- browser-use
- 104k
- ccg-workflow
- 5.7k
Forks
- browser-use
- 11k
- ccg-workflow
- 435
Open issues
- browser-use
- 296
- ccg-workflow
- 4
Language
- browser-use
- Python
- ccg-workflow
- Go
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.
- ccg-workflow
- -
Persona
- browser-use
- -
- ccg-workflow
- -
Runtime
- browser-use
- -
- ccg-workflow
- -
License
- browser-use
- The MIT License provides great flexibility and permissiveness for both open-source and proprietary software projects.
- ccg-workflow
- MIT
Last pushed
- browser-use
- Jul 11, 2026
- ccg-workflow
- Jul 15, 2026
Categories
- browser-use
- AI Agents, Developer Tools
- ccg-workflow
- AI Agents, Developer Tools, LLM Frameworks
Trust and health
Open issues (now)
- browser-use
- 296
- ccg-workflow
- 4
Owner type
- browser-use
- Organization
- ccg-workflow
- User
OSV dependency advisories
- browser-use
- No lockfile (source not queried)
- ccg-workflow
- No published findings from this source as of 2026-07-15
Full report
- browser-use
- Trust report
- ccg-workflow
- Trust report
Choose browser-use if…
- browser-use is primarily Python; ccg-workflow is Go.
- 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..
- Tags unique to browser-use: ai-agents, ai-tools, browser-automation, playwright.
- 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 ccg-workflow if…
- ccg-workflow is primarily Go; browser-use is Python.
- Tags unique to ccg-workflow: agent-teams, ai, ccg, claude code.
- Also covers LLM Frameworks.
When NOT to use ccg-workflow
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
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 Jul 11, 2026
- GitHub forks (browser-use/browser-use) · observed Jul 11, 2026
- Last push (browser-use/browser-use) · observed Jul 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (fengshao1227/ccg-workflow) · observed Jul 15, 2026
- GitHub forks (fengshao1227/ccg-workflow) · observed Jul 15, 2026
- Last push (fengshao1227/ccg-workflow) · observed Jul 15, 2026
- License file (MIT) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: browser-use 104k · ccg-workflow 5.7k (synced Jul 11, 2026).
Common questions
- What is the difference between browser-use and ccg-workflow?
- browser-use: Make websites accessible for AI agents. Automate tasks online with ease.. ccg-workflow: 多模型协作工作流引擎, /ccg:go 一个命令，AI 自动分析意图、选择策略、编排 Codex + Gemini + Claude 协作执行. See the comparison table for live GitHub stats and shared categories.
- When should I choose browser-use over ccg-workflow?
- Choose browser-use over ccg-workflow when browser-use is primarily Python; ccg-workflow is Go; 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.; Tags unique to browser-use: ai-agents, ai-tools, browser-automation, playwright; 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 ccg-workflow over browser-use?
- Choose ccg-workflow over browser-use when ccg-workflow is primarily Go; browser-use is Python; Tags unique to ccg-workflow: agent-teams, ai, ccg, claude code; Also covers LLM Frameworks.
- 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 ccg-workflow?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is browser-use or ccg-workflow more popular on GitHub?
- browser-use has more GitHub stars (104,191 vs 5,719). Stars measure visibility, not whether either tool fits your constraints.
- Are browser-use and ccg-workflow open source?
- Yes - both are open-source projects on GitHub (browser-use: MIT, ccg-workflow: MIT).
- Where can I find alternatives to browser-use or ccg-workflow?
- GraphCanon lists graph-backed alternatives at browser-use alternatives and ccg-workflow alternatives (browser-use markdown twin, ccg-workflow 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 ccg-workflow?
- browser-use: Very active. ccg-workflow: 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 ccg-workflow?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: browser-use trust report; ccg-workflow trust report.