| FMRS | 33 / 100 · D | 78 / 100 · B | 76 / 100 · B |
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| Reliability | 5 / 20 | 13 / 20 | 13 / 20 |
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| Security and permissions | 5 / 20 | 12 / 20 | 12 / 20 |
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| Maintenance | 11 / 20 | 18 / 20 | 17 / 20 |
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| Documentation | 6 / 20 | 18 / 20 | 17 / 20 |
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| Setup experience | 6 / 20 | 17 / 20 | 17 / 20 |
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| Best for | - Users who want AI agents to perform one-off browser tasks (e.g., via Claude Code, Cursor, etc.)
- Developers building software that automates the web using the Python library for repeatable, scalable tasks
| - Scenarios where an AI assistant needs to actually drive a browser to complete a task
- Web automation testing and end-to-end verification
| - Frontend developers who want AI-assisted web debugging and performance analysis
- Scenarios that need browser automation and performance diagnostics in the same tool
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| Not for | - Scenarios not requiring browser automation or simple API calls
- Simple tasks where cost sensitivity is high and background browser services are unnecessary
| - Simple static-text scraping (a lightweight scraper is a better fit)
- Environments sensitive to browser resource usage that can't run a full browser engine
| - Cases that only need to scrape page text without performance analysis or complex interaction (a lighter scraping tool is a better fit)
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| Required permissions | - Access to local Chrome browser process
- Read and manipulate web page content (forms, buttons, data)
- Potential read access to local files (e.g., configuration)
- Network access to load web pages and call LLM APIs
| - Requires installing and running a browser engine (Chromium/Firefox/WebKit) locally or on a server
- browser_navigate can visit any URL; browser_evaluate can run arbitrary JavaScript in the page context
| - Requires a local Chrome browser instance to run
- navigate_page can visit any URL; type_text/fill_form and similar tools can enter arbitrary content into the page
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| Risks and side effects | - May perform unintended web actions (e.g., submitting forms, purchasing items)
- Requires LLM API keys, which may incur costs
- Automated browsing can be detected by websites and lead to IP bans
- Handling sensitive data (like login credentials) requires privacy consideration
| - browser_evaluate executing arbitrary scripts carries risk if a malicious page is visited — restrict to trusted sites or an isolated environment
- Long-running browser instances consume significant memory and CPU
| - Browser automation tools can access and manipulate the content of open pages — use only in a trusted development/test environment
- performance_start_trace and similar tracing tools continuously record browser activity — avoid leaving them running on pages containing sensitive information
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| Supported clients | | Claude Desktop, Claude Code, VS Code, Cursor, Windsurf, JetBrains, Zed, Cline, Amp, Kiro, LM Studio, Antigravity, Goose | Claude Code, VS Code, Cursor, Windsurf, JetBrains, Cline, Amp, Kiro, Antigravity |
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| Tools | 0 | 10 | 22 |
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