{"id":"piebald-ai-gemini-cli-desktop","name":"gemini-cli-desktop","af_score":28.2,"security_score":38.2,"reliability_score":32.5,"what_it_does":"Gemini CLI Desktop is a cross-platform desktop (Tauri) and web UI for interacting with Gemini CLI and Qwen Code. It provides visual confirmation for AI tool actions, real-time thought process display, code diff viewing, chat history management with search, a file tree browser and file @-mentions, and MCP server integration. It supports multiple models/providers and a multi-language UI.","best_when":"You want a local desktop or local web server UI to interact with AI tooling with human-in-the-loop confirmation and code diff review.","avoid_when":"You need a stable, documented external API surface (REST/GraphQL/gRPC) for other systems to call; or you require guarantees around compliance/data residency that are not stated.","last_evaluated":"2026-03-30T13:32:53.520059+00:00","has_mcp":false,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["No documented programmatic REST/GraphQL API surface for an agent to call (integration likely via UI or MCP/tooling integration).","Auth and connection details to Gemini/Qwen providers and MCP servers are not described in the provided README, so agent setup may require manual steps.","Human-in-the-loop confirmation implies automated runs may stall unless an agent can handle/approve tool actions."],"error_quality":0.0}