| FMRS | 39 / 100 · D | 78 / 100 · B | 76 / 100 · B |
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| Reliability | 7 / 20 | 13 / 20 | 13 / 20 |
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| Security and permissions | 8 / 20 | 12 / 20 | 12 / 20 |
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| Maintenance | 11 / 20 | 18 / 20 | 17 / 20 |
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| Documentation | 4 / 20 | 18 / 20 | 17 / 20 |
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| Setup experience | 9 / 20 | 17 / 20 | 17 / 20 |
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| Best for | - MCP clients and agents that need web search
- Developers who need to configure a search engine or provider endpoint
| - 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 needing browser clicks, form filling, or computer control
- Users looking for file, database, collaboration, or cloud-storage tools
| - 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 the configured search provider
- A search provider API key when required
- A configured local port for SSE or Streamable HTTP modes
| - 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 | - Search results depend on the selected engine and provider
- API keys are sensitive configuration and should be protected
- An incorrect base URL, engine, or port can prevent the server from connecting
| - 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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