{"id":"linuxserver-kimai","name":"kimai","af_score":22.5,"security_score":57.0,"reliability_score":35.0,"what_it_does":"Kimai is an open-source time tracking system for tracking work (e.g., time entries per customer/project), with billing/reports features. It can be self-hosted via web UI and exposes a backend for managing entities like activities, projects/customers, users, and time records.","best_when":"You want a self-hosted time tracking web app with reporting and configurable billing-friendly workflows.","avoid_when":"You need a fully documented public API/SDK for agent-driven programmatic use, or you require no operational overhead (Kimai still needs deployment and maintenance).","last_evaluated":"2026-04-04T19:35:51.911585+00:00","has_mcp":false,"has_api":false,"auth_methods":["Session-based web authentication (typical for self-hosted web apps)"],"has_free_tier":true,"known_gotchas":["No MCP server or agent-friendly programmatic interface is confirmed from the provided content.","If agents interact via the web UI, automation may be brittle (CSRF/session handling, UI changes, and lack of machine-stable contracts).","Time tracking systems often require careful permission scoping and correct entity IDs (projects/customers/activities), which can be error-prone without a stable API."],"error_quality":0.0}