{"id":"pleaseprompto-google-ai-mode-mcp","name":"google-ai-mode-mcp","af_score":68.0,"security_score":47.0,"reliability_score":40.0,"what_it_does":"Provides an MCP server tool (search_ai) that automates using Google AI Mode in a local browser session, extracts the synthesized answer and citations, and returns them as Markdown plus source links. Includes CAPTCHA handling, language handling, and persistence of a browser profile.","best_when":"You want token-efficient, cited research inside an MCP-compatible agent and can tolerate occasional CAPTCHA/retry behavior.","avoid_when":"You need guaranteed uptime, strong security assurances, or you cannot run/inspect an automated browser profile.","last_evaluated":"2026-03-30T13:47:27.074004+00:00","has_mcp":true,"has_api":false,"auth_methods":["None (runs locally; accesses Google via browser automation)"],"has_free_tier":true,"known_gotchas":["CAPTCHA may occur on first run or frequent searches; agent may need to run with headless:false and wait for manual CAPTCHA completion.","The server forces/assumes certain language behavior; if language is wrong, it suggests clearing the browser profile.","Browser profile state is important; clearing profile may be required after failures or repeated CAPTCHAs.","Browser display/X-server issues on Linux/WSL may require xvfb-run to make CAPTCHA solving possible.","Since results are produced by browser automation, transient failures may occur (stealth detection, layout changes), requiring retries via updating the package and/or restarting the browser context."],"error_quality":0.0}