Comparison
browser-use vs stepshield
Verdict
Pick browser-use when license: browser-use is MIT, stepshield is Other; pick stepshield when license: stepshield is Other, browser-use is MIT.
Markdown twin · browser-use alternatives · stepshield alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | browser-use | stepshield |
|---|---|---|
| Maintenance | Very active (0d since push) As of 4d · github_public_v1 | Active (8d 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 | Published findings 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.
- stepshield
- StepShield: When, Not Whether to Intervene on Rogue Agents, NeurIPS 2026 benchmark for temporal evaluation of AI agent guardrails (9,429 trajectories, step-level annotations)
Stars
- browser-use
- 104k
- stepshield
- 82
Forks
- browser-use
- 11k
- stepshield
- 18
Open issues
- browser-use
- 296
- stepshield
- 16
Language
- browser-use
- Python
- stepshield
- Python
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.
- stepshield
- -
Persona
- browser-use
- -
- stepshield
- -
Runtime
- browser-use
- -
- stepshield
- -
License
- browser-use
- The MIT License provides great flexibility and permissiveness for both open-source and proprietary software projects.
- stepshield
- Other
Last pushed
- browser-use
- Jul 11, 2026
- stepshield
- Jul 7, 2026
Categories
- browser-use
- AI Agents, Developer Tools
- stepshield
- AI Agents, Computer Vision, Vector Databases
Trust and health
Maintenance
- browser-use
- Very active (96%)
- stepshield
- Active (82%)
Days since push
- browser-use
- 0d
- stepshield
- 8d
Open issues (now)
- browser-use
- 296
- stepshield
- 16
Owner type
- browser-use
- Organization
- stepshield
- User
OSV dependency advisories
- browser-use
- No lockfile (source not queried)
- stepshield
- Published findings
Full report
- browser-use
- Trust report
- stepshield
- Trust report
Choose browser-use if…
- License: browser-use is MIT, stepshield is Other.
- 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, llm.
- Also covers Developer Tools.
- 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 stepshield if…
- License: stepshield is Other, browser-use is MIT.
- Tags unique to stepshield: agent-security, ai-safety, benchmark, dataset.
- Also covers Computer Vision, Vector Databases.
When NOT to use stepshield
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
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 (glo26/stepshield) · observed Jul 15, 2026
- GitHub forks (glo26/stepshield) · observed Jul 15, 2026
- Last push (glo26/stepshield) · observed Jul 7, 2026
- License file (Other) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: browser-use 104k · stepshield 82 (synced Jul 11, 2026).
Common questions
- What is the difference between browser-use and stepshield?
- browser-use: Make websites accessible for AI agents. Automate tasks online with ease.. stepshield: StepShield: When, Not Whether to Intervene on Rogue Agents, NeurIPS 2026 benchmark for temporal evaluation of AI agent guardrails (9,429 trajectories, step-level annotations). See the comparison table for live GitHub stats and shared categories.
- When should I choose browser-use over stepshield?
- Choose browser-use over stepshield when License: browser-use is MIT, stepshield is Other; 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, llm; Also covers Developer Tools; 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 stepshield over browser-use?
- Choose stepshield over browser-use when License: stepshield is Other, browser-use is MIT; Tags unique to stepshield: agent-security, ai-safety, benchmark, dataset; Also covers Computer Vision, Vector Databases.
- 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 stepshield?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- Is browser-use or stepshield more popular on GitHub?
- browser-use has more GitHub stars (104,191 vs 82). Stars measure visibility, not whether either tool fits your constraints.
- Are browser-use and stepshield open source?
- Yes - both are open-source projects on GitHub (browser-use: MIT, stepshield: Other).
- Where can I find alternatives to browser-use or stepshield?
- GraphCanon lists graph-backed alternatives at browser-use alternatives and stepshield alternatives (browser-use markdown twin, stepshield 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 stepshield?
- browser-use: Very active. stepshield: 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 stepshield?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: browser-use trust report; stepshield trust report.