{"id":"andyshaman-gemini-webapi-mcp","name":"gemini-webapi-mcp","af_score":48.0,"security_score":42.8,"reliability_score":25.0,"what_it_does":"Provides an MCP server that bridges to Google Gemini for image generation/editing, file analysis (e.g., images/PDFs/videos), and text chat by using Gemini web access authenticated via browser cookies from Chrome (or manually provided cookie values).","best_when":"You control the runtime environment (local machine/dev box), can provide/manage Chrome cookies safely, and want an MCP interface for Gemini capabilities quickly.","avoid_when":"You need enterprise-grade security boundaries, audited access control, or you cannot accept dependence on reverse-engineered web interactions and third-party session cookies.","last_evaluated":"2026-03-30T15:30:54.495512+00:00","has_mcp":true,"has_api":false,"auth_methods":["Chrome cookie-based authentication via browser-cookie3","Manual cookie injection via environment variables (GEMINI_PSID, GEMINI_PSIDTS)","Account selection via GEMINI_ACCOUNT_INDEX"],"has_free_tier":false,"known_gotchas":["Cookie-based auth may break when Gemini web session changes or cookies expire; agents may need to re-run auth/setup or use a 'reset' tool","Rate limiting/quotas from the underlying Gemini web endpoints are not clearly documented in the provided README; retries may trigger further failures","MCP tool behavior depends on the upstream web workflow; long-running image generation/upscaling may time out and fall back to native resolution","Watermark removal is an additional transformation that may be slow or fail depending on image properties and upstream output format"],"error_quality":0.0}