| FMRS | 33 / 100 · D | 78 / 100 · B | 76 / 100 · B |
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| Reliability | 2 / 20 | 13 / 20 | 13 / 20 |
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| Security and permissions | 7 / 20 | 12 / 20 | 12 / 20 |
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| Maintenance | 5 / 20 | 18 / 20 | 17 / 20 |
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| Documentation | 9 / 20 | 18 / 20 | 17 / 20 |
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| Setup experience | 10 / 20 | 17 / 20 | 17 / 20 |
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| Best for | - Developers experimenting with browser automation.
- Users who want AI browser capabilities in Chrome, Edge, or Electron.
- Users who need access to Composio integrations.
| - 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 | - Users seeking a documented MCP server transport or standard client configuration.
- Users unwilling to provide a Google API key.
- Production environments requiring confirmed official maintenance or a known license.
| - 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 | - Requires browser-extension access to perform screenshots, clicks, typing, scrolling, and navigation on web pages.
- Requires a Google API key; Tool Router mode additionally requires an optional Composio API key.
- May access user-controlled web content and data from configured integrations.
| - 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 | - Browser automation may perform sensitive actions; the project provides confirmation dialogs for actions such as checkout and payment.
- The handling risk for API keys, web content, and integration data depends on configuration and usage.
- The license is listed as unknown, so specific commercial or redistribution rights should not be assumed.
| - 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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