{"id":"linuxserver-kasm","name":"kasm","af_score":15.5,"security_score":42.2,"reliability_score":30.0,"what_it_does":"kasm is a system/package for running containerized applications in a web-accessible way (commonly used to deliver browser-based desktop/workspace sessions).","best_when":"You want web-based access to containerized desktop/apps and can operate it as an infrastructure component with appropriate authentication/networking.","avoid_when":"You need a turnkey, clearly documented developer API for programmatic use by an LLM/agent, or you cannot ensure strong authentication and isolation.","last_evaluated":"2026-03-30T13:45:56.507461+00:00","has_mcp":false,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["No machine-consumable API surface or MCP interface evidenced here; an agent would likely need to interact via UI/proxy flows (fragile) rather than stable endpoints.","If used as a web workspace provider, agent automation may be brittle due to session state and interactive controls."],"error_quality":0.0}