DevOps — Tool Health Leaderboard

CI/CD

Continuous integration, delivery pipelines, deployment automation, and release tooling.

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Open/source-visible picks

Health-first ToolVitals score, then adoption

App Store Connect CLITop Pick

Scriptable CLI for App Store Connect automation.

OSI-approved OSS

8.1k starsActive98

Dagger

Automation engine to build, test and ship any codebase. Runs locally, in CI, or directly in the cloud

OSI-approved OSS

16.5k starsActive98

Superplane

The open source control plane for platform engineering.

OSI-approved OSS

8.5k starsActive97

1 tool is not scored because comparable open/source-visible evidence is unavailable.

Infrastructure as Code

Infrastructure provisioning, configuration, cloud automation, and environment management.

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Open/source-visible picks

Health-first ToolVitals score, then adoption

ProxmoxVE ScriptsTop Pick

Proxmox VE Helper-Scripts (Community Edition)

OSI-approved OSS

30k starsActive98

Meshery

Meshery, the cloud native manager

OSI-approved OSS

12.1k starsActive98

Pulumi

Pulumi - Infrastructure as Code in any programming language 🚀

OSI-approved OSS

25.8k starsActive97

1 tool is not scored because comparable open/source-visible evidence is unavailable.

IT Asset Management & CMDB

Tools for managing IT assets, configuration items, CMDB records, and IT operations inventory.

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Open/source-visible picks

Health-first ToolVitals score, then adoption

GLPITop Pick

Open source asset and IT service management/helpdesk software.

OSI-approved OSS

6.5k starsActive97

Snipe-IT

Open-source IT asset management system for hardware, licenses, and accessories.

OSI-approved OSS

15.1k starsActive96

Scanopy

Network diagrams that update themselves

OSI-approved OSS

5.9k starsActive95

1 tool is not scored because comparable open/source-visible evidence is unavailable.

Feature Flag Management

Tools for creating, managing, and serving feature flags and feature toggles for applications.

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Open/source-visible picks

Health-first ToolVitals score, then adoption

FlagsmithTop Pick

Flagsmith is an open source feature flagging and remote config service. Self-host or use our hosted version at https://app.flagsmith.com.

OSI-approved OSS

6.6k starsActive96

Unleash

Open-source feature management platform

OSI-approved OSS

13.9k starsActive96

GrowthBook

Open Source Feature Flags, Experimentation, and Product Analytics

OSI-approved OSS

8.5k starsActive95

5 tools are not scored because comparable open/source-visible evidence is unavailable.

Container Runtime & Engine

Container engines and runtimes that build, run, and isolate OCI containers for cloud-native workloads.

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Open/source-visible picks

Health-first ToolVitals score, then adoption

MobyTop Pick

Open framework for assembling container-based systems and the upstream Docker engine.

OSI-approved OSS

72.2k starsActive97

Podman

Daemonless tool for managing OCI containers and pods.

OSI-approved OSS

33.1k starsActive97

containerd

Open container runtime used by cloud-native platforms.

OSI-approved OSS

21.4k starsActive97

1 tool is on Evidence Watch.

Backup & Restore

Tools for scheduling, managing, preserving, and restoring backups across servers, filesystems, databases, and infrastructure.

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Open/source-visible picks

Health-first ToolVitals score, then adoption

Borg UITop Pick

Replace Borg Backup terminal commands with a web UI for creating, scheduling, and restoring backups.

OSI-approved OSS

1.7k starsActive95

Bareos

Open-source backup solution for preserving, archiving, and recovering data.

OSI-approved OSS

1.3k starsActive95

Databasus

Database backup tool (PostgreSQL, MySQL\MariaDB and MongoDB)

OSI-approved OSS

9.2k starsActive94

Container Orchestration

Tools for defining, scheduling, networking, and operating multi-container applications and clusters.

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Open/source-visible picks

Health-first ToolVitals score, then adoption

KubernetesTop Pick

Container orchestration platform for deploying and managing applications.

OSI-approved OSS

128.6k starsActive98

Docker Compose

Tool for defining and running multi-container applications.

OSI-approved OSS

38.5k starsActive95

Domain & DNS Management

Tools for managing domain portfolios, DNS zones, registrar operations, EPP workflows, and reseller domain administration.

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Open/source-visible picks

Health-first ToolVitals score, then adoption

Spatium DDITop Pick

Open-source DDI platform for DNS, DHCP, and IP address management.

OSI-approved OSS

71 starsActive92

Loom Control Panel

Unified control panel for managing domains, DNS zones, servers, and resellers.

OSI-approved OSS

15 starsCritical42

Kubernetes Management

Tools for inspecting, administering, deploying to, and operating Kubernetes clusters and their workloads through management interfaces and platforms.

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Open/source-visible picks

Health-first ToolVitals score, then adoption

FreeLensTop Pick

Free IDE for Kubernetes

OSI-approved OSS

5.8k starsActive92

Configuration Management

Tools for centrally managing, distributing, and updating application or service configuration across runtime environments.

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Open/source-visible picks

Health-first ToolVitals score, then adoption

Apollo ConfigTop Pick

Apollo is a reliable configuration management system suitable for microservice configuration management scenarios.

OSI-approved OSS

29.8k starsActive84

Predictive Maintenance

Tools for monitoring equipment health, predicting failures, and planning maintenance in industrial or manufacturing environments.

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Open/source-visible picks

Health-first ToolVitals score, then adoption

OpenPMXTop Pick

Open-source predictive maintenance platform for manufacturing.

OSI-approved OSS

3 starsCritical46

Cloud Resource Inventory & Cost Visibility

Tools for discovering, inspecting, and auditing cloud resources across providers with cost and FinOps visibility.

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No scored tools in this use case yet.

1 tool is not scored because comparable open/source-visible evidence is unavailable.

Inventory & Collection Management

Tools for tracking personal, household, parts, asset, or collection inventories outside full warehouse operations.

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No scored tools in this use case yet.

Awaiting Use-Case Review

These tools fit this broad category, but still need a more specific use-case assignment.

No scored tools in this use case yet.

12 tools are on Evidence Watch.

2 tools are not scored because comparable open/source-visible evidence is unavailable.