Cloud radar: tools and trends

Momentum based on available 7-day snapshots for Cloud: 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 Cloud, 20 are increasing, 0 are stable, and 0 are declining. floci has the largest measured increase: +593 GitHub stars. 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

    Other
    Active

    Light, fluffy, and always free - The AWS Local Emulator alternative

    JavaLicense: MIT
    • aws
    • aws-emulation
    • devops
    • docker
    • ec2

    githubmeasured growthOpen source ↗

    23 002GitHub stars+593 (+2.6 %)
  2. 2

    Other
    Active

    Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter,…

    TypeScriptLicense: MIT
    • ai
    • anthropic
    • artifacts
    • aws
    • azure

    githubmeasured growthOpen source ↗

    42 702GitHub stars+208 (+0.49 %)
  3. 3

    Other
    Active

    AWS Bloodhound OpenGraph Connector

    GoLicense: Apache-2.0

      githubmeasured growthOpen source ↗

      61GitHub stars+8 (+15.1 %)
    • 4

      Other
      Active

      SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined…

      TypeScript
      • apm
      • application-monitoring
      • distributed-tracing
      • go
      • good-first-issue

      githubmeasured growthOpen source ↗

      31 992GitHub stars+62 (+0.19 %)
    • 5

      Other
      Active

      Simple and flexible tool for managing secrets

      GoLicense: MPL-2.0
      • aws
      • azure
      • devops
      • gcp
      • pgp

      githubmeasured growthOpen source ↗

      22 990GitHub stars+58 (+0.25 %)
    • 6

      Other
      Active

      Prowler is the world’s most widely used open-source cloud security platform that automates security and compliance across any cloud environment.

      PythonLicense: Apache-2.0
      • aws
      • azure
      • cis-benchmark
      • cloud
      • cloudsecurity

      githubmeasured growthOpen source ↗

      14 737GitHub stars+49 (+0.33 %)
    • 7

      Other
      Active

      A scalable, distributed, collaborative, document-graph database, for the realtime web

      Rust
      • backend-as-a-service
      • cloud-database
      • database
      • database-as-a-service
      • developer-tools

      githubmeasured growthOpen source ↗

      32 969GitHub stars+22 (+0.07 %)
    • 8

      Other
      Active

      CockroachDB — the cloud native, distributed SQL database designed for high availability, effortless scale, and control over data placement.

      Go
      • cockroachdb
      • database
      • distributed-database
      • go
      • hacktoberfest

      githubmeasured growthOpen source ↗

      32 436GitHub stars+20 (+0.06 %)
    • 9

      Other
      Active

      An open-source event-driven personal finance platform built with Java, Spring Boot, Spring Batch, Spring Security, PostgreSQL, Redis, Amazon SQS, React, Terraform, and AWS.

      JavaLicense: Apache-2.0
      • amazon-s3
      • amazon-sqs
      • aws
      • event-driven-architecture
      • expense-tracker

      githubmeasured growthOpen source ↗

      62GitHub stars+3 (+5.1 %)
    • 10

      CLI
      Active

      Universal Command Line Interface for Amazon Web Services

      Python
      • aws
      • aws-cli
      • cloud
      • cloud-management

      githubmeasured growthOpen source ↗

      17 233GitHub stars+14 (+0.08 %)
    • 11

      MCP
      Active

      Open source MCP Servers for AWS

      PythonLicense: Apache-2.0
      • aws
      • mcp
      • mcp-client
      • mcp-clients
      • mcp-host

      githubmeasured growthOpen source ↗

      9 653GitHub stars+13 (+0.13 %)
    • 12

      App
      Active

      Claude Codeの生成結果、ぜんぶ見やすくまとめよう

      HTMLLicense: Apache-2.0
      • aws
      • claude-code
      • html
      • mobile
      • self-hosted

      githubmeasured growthOpen source ↗

      88GitHub stars+3 (+3.5 %)
    • 13

      Other
      Active

      Cloud cost intelligence for engineers, AI coding agents, and CI/CD 💰📉 Shift FinOps Left!

      GoLicense: Apache-2.0
      • aws
      • azure
      • cdk
      • cloud
      • cloud-cost-estimates

      githubmeasured growthOpen source ↗

      12 503GitHub stars+11 (+0.09 %)
    • 14

      Other
      Active

      Open source alternative to Auth0 / Firebase Auth / AWS Cognito

      Java
      • auth0
      • authentication
      • aws-cognito
      • email-password
      • email-password-login

      githubmeasured growthOpen source ↗

      15 295GitHub stars+11 (+0.07 %)
    • 15

      Library
      Active

      Boto3, an AWS SDK for Python

      PythonLicense: Apache-2.0
      • aws
      • aws-sdk
      • cloud
      • cloud-management
      • python

      githubmeasured growthOpen source ↗

      9 893GitHub stars+10 (+0.10 %)
    • 16

      Other
      Active

      批量注册aws kiro账号与集成kiro反代的一体化项目

      GoLicense: MIT

        githubmeasured growthOpen source ↗

        56GitHub stars+2 (+3.7 %)
      • 17

        Other
        Active

        DevOps VN is a website that shares knowledge about DevOps and Cloud Computing.

        HCL
        • ai
        • aws
        • cloud
        • devops
        • kubernetes

        githubmeasured growthOpen source ↗

        61GitHub stars+2 (+3.4 %)
      • 18

        Agent
        Active

        Build, Manage and Deploy AI/ML Systems

        PythonLicense: Apache-2.0
        • agents
        • ai
        • aws
        • azure
        • cost-optimization

        githubmeasured growthOpen source ↗

        10 253GitHub stars+8 (+0.08 %)
      • 19

        Other
        Active

        The complete load testing platform. Everything you need for production-grade load tests. Serverless & distributed. Load test with Playwright. Load test HTTP APIs, GraphQL, WebSocket, and more. Use any Node.js module.

        TypeScriptLicense: MPL-2.0
        • api
        • automation
        • aws
        • browser
        • fargate

        githubmeasured growthOpen source ↗

        9 066GitHub stars+8 (+0.09 %)
      • 20

        Other
        Active

        Deploy a Production Ready Kubernetes Cluster

        JinjaLicense: Apache-2.0
        • ansible
        • aws
        • bare-metal
        • gce
        • hacktoberfest

        githubmeasured growthOpen source ↗

        18 712GitHub stars+8 (+0.04 %)
      • 21

        Other
        Active

        Neon: Serverless Postgres. We separated storage and compute to offer autoscaling, code-like database branching, and scale to zero.

        RustLicense: Apache-2.0
        • database
        • postgres
        • postgresql
        • rust
        • serverless

        githubmeasured growthOpen source ↗

        23 023GitHub stars+8 (+0.03 %)
      • 22

        CLI
        Active

        Terragrunt is a flexible orchestration tool that allows Infrastructure as Code written in OpenTofu/Terraform to scale.

        GoLicense: MIT
        • aws
        • cli
        • developer-tools
        • devops
        • opentofu

        githubmeasured growthOpen source ↗

        9 815GitHub stars+7 (+0.07 %)
      • 23

        Other
        Active

        🚀 A fast WebAssembly interpreter and the most universal WASM runtime

        CLicense: MIT
        • containers
        • cosmopolitan
        • devops
        • edge-computing
        • embedded

        githubmeasured growthOpen source ↗

        8 008GitHub stars+6 (+0.07 %)
      • 24

        Library
        Active

        The AWS Cloud Development Kit is a framework for defining cloud infrastructure in code

        TypeScriptLicense: Apache-2.0
        • aws
        • cloud-infrastructure
        • hacktoberfest
        • infrastructure-as-code
        • typescript

        githubmeasured growthOpen source ↗

        12 881GitHub stars+5 (+0.04 %)
      • 25

        Other
        Active

        Welcome to the AWS Code Examples Repository. This repo contains code examples used in the AWS documentation, AWS SDK Developer Guides, and more. For more information, see the Readme.md file below.

        JavaLicense: Apache-2.0
        • aws
        • cpp
        • documentation
        • dotnet
        • examples

        githubmeasured growthOpen source ↗

        10 457GitHub stars+4 (+0.04 %)