{"id":"jumpserver-guacamole","name":"guacamole","af_score":18.8,"security_score":51.2,"reliability_score":37.5,"what_it_does":"Guacamole (by Apache) is a server that provides a web-based remote desktop gateway to connect to remote systems using standard protocols (e.g., VNC, RDP, SSH) and display them in a browser.","best_when":null,"avoid_when":null,"last_evaluated":"2026-04-04T19:56:50.242559+00:00","has_mcp":false,"has_api":false,"auth_methods":["Session authentication via Guacamole authentication providers (exact methods depend on configuration, e.g., database/LDAP/SAML/SSO integrations if enabled)"],"has_free_tier":false,"known_gotchas":["This package is primarily a gateway/UI for interactive remote sessions rather than an API-oriented service for agent workflows.","Without an explicit programmatic interface (REST/SDK/MCP), agents typically interact via browser automation or by integrating Guacamole itself into a broader system.","Authentication and connection workflows are heavily dependent on server-side configuration (auth provider, connection managers, secrets/credentials)."],"error_quality":0.0}