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TTariq AlwalidiAI Developer Tools Directory

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Up to three tools. The table shows the data as-is, without picking a “best”.

FieldDaguLycheeBeszel
PlatformsUniversal, MCPUniversalUniversal
Local supportYesYesYes
Paid APINoNoNo
LicenseGPL-3.0MIT OR Apache-2.0MIT
Stars4491406426647
Last activityOctober 28, 2026October 26, 2026October 20, 2026
Install complexityسهل للبداية؛ يحتاج ضبط أمان قبل المشاركة / Easy to start; security configuration required before sharing—متوسط / Medium
CategoryWorkflow, DevOps, MonitoringTesting, WorkflowDevOps, Monitoring
Best useBest for a developer or small team with connected scripts that need schedules, history, and a clear failure point. It adds dependencies, retries, and an operations UI without an external database in single-server mode. A simple independent command may not need it, and some team controls such as additional users, SSO, RBAC, and audit logging currently require a paid license.For documentation authors and small teams checking references locally or in CI. Start with a specific file and interpret findings; it does not establish complete site or login functionality.Best for an individual developer or small team running a VPS, home server, or a few Docker hosts and needing a simple dashboard, history, and alerts. Its value is combining host and container metrics in a self-hosted hub. It is not a full logs-and-traces observability platform.