| FMRS | 59 / 100 · C | 78 / 100 · B | 76 / 100 · B |
|---|
| Reliability | 9 / 20 | 13 / 20 | 13 / 20 |
|---|
| Security and permissions | 14 / 20 | 12 / 20 | 12 / 20 |
|---|
| Maintenance | 7 / 20 | 18 / 20 | 17 / 20 |
|---|
| Documentation | 15 / 20 | 18 / 20 | 17 / 20 |
|---|
| Setup experience | 14 / 20 | 17 / 20 | 17 / 20 |
|---|
| Best for | - AI agents that need Brave Search API data
- Workflows requiring web, news, or multimedia search
- Applications needing structured place and local-business information
| - 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
|
|---|
| Not for | - Offline workflows that do not need an external search service
- Environments unable to provide a Brave Search API key
- Users needing full local-search capabilities without a Pro plan
| - 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)
|
|---|
| Required permissions | - Requires a valid BRAVE_API_KEY, or a key file specified through BRAVE_API_KEY_FILE
- Requires network access to the Brave Search API
- In HTTP mode, host binding and port are controlled by configuration
| - 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
|
|---|
| Risks and side effects | - The API key is a required secret and should not be exposed in logs or shared configurations
- The HTTP endpoint is unauthenticated; use extra care when binding beyond loopback
- Full local-search capabilities and some additional snippet features require a Pro plan
- Search results and AI summaries depend on an external service and may require verification
| - 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
|
|---|
| Supported clients | Claude Desktop, VS Code | 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 |
|---|
| Tools | 8 | 10 | 22 |
|---|