DevOps radar: tools and trends

Momentum based on available 7-day snapshots for DevOps: measured with two snapshots, estimated otherwise. Each value shows its own source window. This page reads stored snapshots only.

Radar filters

What’s changing

Of 20 comparable tools in DevOps / Platform, 20 are increasing, 0 are stable, and 0 are declining. @pulumi/pulumi has the largest measured increase: +201738 downloads over 7 days. These movements describe only changes in metrics collected over the period.

Measured period: 2026-08-27 to 2026-09-02

Tool ranking

Ranked by measured growth, normalized across sources. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.

  1. 1

    MCP
    Active

    From text & real sources to maintainable .drawio architecture models: Diagram IR with source-kind profiles, incremental sync preserving manual layout, multi-view projection, architecture-as-test with a CI action, query/review, what-if,…

    PythonLicense: MIT
    • agent-skills
    • architecture
    • architecture-diagram
    • bpmn
    • c4-model

    githubmeasured growthOpen source ↗

    8 931GitHub stars+893 (+11.1 %)
  2. 2

    Other
    Active

    SeaweedFS is a distributed storage system for object storage (S3), file systems, and Iceberg tables, designed to handle billions of files with O(1) disk access and effortless horizontal scaling.

    GoLicense: Apache-2.0
    • blob-storage
    • cloud-drive
    • distributed-file-system
    • distributed-storage
    • distributed-systems

    githubmeasured growthOpen source ↗

    34 405GitHub stars+68 (+0.20 %)
  3. 3

    Other
    Active

    The authentication glue you need.

    Python
    • authentication
    • authentik
    • authorization
    • kubernetes
    • oauth2

    githubmeasured growthOpen source ↗

    25 312GitHub stars+47 (+0.19 %)
  4. 4

    Other
    Active

    Making Docker and Kubernetes management easy.

    TypeScriptLicense: Zlib
    • docker
    • docker-compose
    • docker-container
    • docker-deployment
    • docker-image

    githubmeasured growthOpen source ↗

    38 412GitHub stars+45 (+0.12 %)
  5. 5

    Other
    Active

    An open source trusted cloud native registry project that stores, signs, and scans content.

    GoLicense: Apache-2.0
    • cloud-native
    • cncf
    • cncf-project
    • container
    • container-management

    githubmeasured growthOpen source ↗

    29 284GitHub stars+31 (+0.11 %)
  6. 6

    Other
    Active

    Podman: A tool for managing OCI containers and pods.

    GoLicense: Apache-2.0
    • containers
    • docker
    • kubernetes
    • linux
    • oci

    githubmeasured growthOpen source ↗

    32 755GitHub stars+31 (+0.09 %)
  7. 7

    Other
    Active

    Open-source foundation of ToolJet AI - the enterprise app generation platform for internal tools, dashboards, business applications, workflows and AI agents. Build visually, from a prompt, or from Claude Code, Codex and Cursor over MCP 🚀

    JavaScriptLicense: AGPL-3.0
    • ai-app-builder
    • docker
    • internal-applications
    • internal-project
    • internal-tool

    githubmeasured growthOpen source ↗

    40 810GitHub stars+23 (+0.06 %)
  8. 8

    App
    Active

    Automated developer-oriented status page with alerting and incident support

    GoLicense: Apache-2.0
    • alerting
    • container
    • dashboard
    • devops
    • docker

    githubmeasured growthOpen source ↗

    11 954GitHub stars+19 (+0.16 %)
  9. 9

    Other
    Active

    Distributed reliable key-value store for the most critical data of a distributed system

    GoLicense: Apache-2.0
    • cncf
    • consensus
    • database
    • distributed-database
    • distributed-systems

    githubmeasured growthOpen source ↗

    52 218GitHub stars+19 (+0.04 %)
  10. 10

    Other
    Active

    Run Kubernetes locally

    GoLicense: Apache-2.0
    • cluster
    • cncf
    • containers
    • go
    • kubernetes

    githubmeasured growthOpen source ↗

    32 086GitHub stars+13 (+0.04 %)
  11. 11

    Other
    Active

    Giving Kubernetes Superpowers to everyone

    GoLicense: Apache-2.0
    • ai
    • devops
    • kubernetes
    • llama
    • openai

    githubmeasured growthOpen source ↗

    8 140GitHub stars+9 (+0.11 %)
  12. 12

    Agent
    Active

    BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level…

    PythonLicense: Apache-2.0
    • agent
    • ai
    • chatbot
    • enterprise
    • finetune

    githubmeasured growthOpen source ↗

    11 920GitHub stars+8 (+0.07 %)
  13. 13

    Other
    Active

    1200+ DevOps Bash Scripts - AWS, GCP, Kubernetes, Docker, CI/CD, APIs, SQL, PostgreSQL, MySQL, Hive, Impala, Kafka, Hadoop, Jenkins, GitHub, GitLab, BitBucket, Azure DevOps, TeamCity, Spotify, MP3, LDAP, Code/Build Linting, pkg mgmt for…

    ShellLicense: MIT
    • api
    • aws
    • bash
    • ci
    • cloudera

    githubmeasured growthOpen source ↗

    8 392GitHub stars+5 (+0.06 %)
  14. 14

    Other
    Active

    Complete container management platform

    GoLicense: Apache-2.0
    • cattle
    • containers
    • docker
    • kubernetes
    • orchestration

    githubmeasured growthOpen source ↗

    25 883GitHub stars+5 (+0.02 %)
  15. 15

    Other
    Active

    使用Ansible脚本安装K8S集群，介绍组件交互原理，方便直接，不受国内网络环境影响

    Jinja
    • ansible
    • calico
    • cilium
    • docker
    • etcd

    githubmeasured growthOpen source ↗

    11 416GitHub stars+3 (+0.03 %)
  16. 16

    Other
    Active

    Production-style end-to-end e-commerce recommendation platform with data engineering, MLOps, serving, governance, and observability on Kubernetes.

    Python

      githubmeasured growthOpen source ↗

      97GitHub stars+1 (+1.0 %)
    • 17

      Other
      Active

      Create reusable templates and turn them into configurable workloads for homelabs and self-hosted infrastructure. Free and Open-Source.

      PythonLicense: MIT
      • ansible
      • bash
      • docker
      • docker-compose
      • docker-swarm

      githubmeasured growthOpen source ↗

      7 952GitHub stars+2 (+0.03 %)
    • 18

      MCP
      Active

      Android in docker solution with noVNC supported, video recording and mcp server

      Python
      • android
      • android-emulator
      • aws
      • azure
      • cloud

      githubmeasured growthOpen source ↗

      15 798GitHub stars+2 (+0.01 %)
    • 19

      Other
      Active

      Consul is a distributed, highly available, and data center aware solution to connect and configure applications across dynamic, distributed infrastructure.

      Go
      • api-gateway
      • consul
      • ecs
      • kubernetes
      • service-discovery

      githubmeasured growthOpen source ↗

      30 051GitHub stars+2 (+0.007 %)
    • 20

      Other
      Active

      Connect, secure, control, and observe services.

      GoLicense: Apache-2.0
      • api-management
      • circuit-breaker
      • consul
      • enforce-policies
      • envoy

      githubmeasured growthOpen source ↗

      38 367GitHub stars+2 (+0.005 %)
    • 21

      MCP
      Active

      Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.

      TypeScriptLicense: Apache-2.0
      • agent-harness
      • agent-observability
      • agent-plugin
      • agent-runtime
      • agent-sandbox

      githubmeasured growthOpen source ↗

      641GitHub stars+1 (+0.16 %)
    • 22

      Other
      Active

      Configure and deploy complete EKS clusters.

      HCLLicense: Apache-2.0
      • aws-eks-cluster
      • bottlerocket
      • eks
      • eks-addons
      • eks-clusters

      githubmeasured growthOpen source ↗

      3 038GitHub stars+1 (+0.03 %)
    • 23

      Other
      Active

      Terraform provider plugin for proxmox

      GoLicense: MIT

        githubmeasured growthOpen source ↗

        2 947GitHub stars+1 (+0.03 %)
      • 24

        Other
        Active

        Optimized and Maintenance-free Kubernetes on Hetzner Cloud in one command!

        HCLLicense: MIT
        • hcloud
        • hetzner-cloud
        • k3s
        • k8s
        • kubernetes

        githubmeasured growthOpen source ↗

        3 924GitHub starsstable
      • 25

        Other
        Active

        Helm chart to install Vault and other associated components.

        ShellLicense: MPL-2.0

          githubmeasured growthOpen source ↗

          1 257GitHub starsstable