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

    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 %)
  2. 2

    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 %)
  3. 3

    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 %)
  4. 4

    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 %)
  5. 5

    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 %)
  6. 6

    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 %)
    • 7

      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 %)
    • 8

      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 %)
    • 9

      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 %)
    • 10

      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 %)
    • 11

      Skill
      Active

      Skills for controlling Android, iOS and cloud phones

      License: MIT
      • ai-harness
      • claude-code
      • codex
      • mobile-ai
      • mobile-development

      githubmeasured growthOpen source ↗

      Install git clone https://github.com/droidrun/mobile-harness ~/.claude/skills/mobile-harness

      331GitHub stars+2 (+0.61 %)
    • 12

      App
      Active

      🏆 Real-Time no-code, powerful and secure ORM 🚀 providing APIs and Docs without coding by Backend, and Frontend(Client) can customize response JSONs 🏆 实时 零代码、全功能、强安全 ORM 库 🚀 后端接口和文档零代码，前端(客户端) 定制返回 JSON 的数据和结构

      Java
      • baas
      • clickhouse
      • crud
      • databricks
      • elasticsearch

      githubmeasured growthOpen source ↗

      18 406GitHub stars+2 (+0.01 %)
    • 13

      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 %)
    • 14

      Other
      Active

      Scalable PaaS (automated Docker+nginx) - aka Heroku on Steroids

      TypeScript
      • aws
      • azure
      • caprover
      • captainduckduck
      • containers

      githubmeasured growthOpen source ↗

      15 152GitHub stars+2 (+0.01 %)
    • 15

      Other
      Active

      Configure external DNS servers dynamically from Kubernetes resources

      GoLicense: Apache-2.0
      • aws
      • clouddns
      • dns
      • dns-controller
      • dns-providers

      githubmeasured growthOpen source ↗

      9 072GitHub stars+1 (+0.01 %)
    • 16

      MCP
      Active

      Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenancy, lifecycle hooks, GraphQL API, and AI-assisted development via MCP server. Built for developers at large organizations.

      TypeScript
      • ai-assisted-development
      • aws
      • aws-lambda
      • cms
      • graphql

      githubmeasured growthOpen source ↗

      8 032GitHub stars+1 (+0.01 %)
    • 17

      Other
      Active

      :zap: Dynamically generated stats for your github readmes

      JavaScriptLicense: MIT
      • dynamic
      • profile-readme
      • readme-generator
      • readme-stats
      • serverless

      githubmeasured growthOpen source ↗

      79 839GitHub stars-2 (-0.003 %)
    • 18

      Other
      Active

      AWS Service registry for resilient mid-tier load balancing and failover.

      JavaLicense: Apache-2.0

        githubmeasured growthOpen source ↗

        12 737GitHub starsstable
      • 19

        Other
        Active

        The Go Cloud Development Kit (Go CDK): A library and tools for open cloud development in Go.

        GoLicense: Apache-2.0
        • aws
        • azure
        • cloud
        • gcp
        • go

        githubmeasured growthOpen source ↗

        9 911GitHub starsstable
      • 20

        Library
        Active

        A declarative JavaScript library for application development using cloud services.

        TypeScriptLicense: Apache-2.0
        • amazon-cognito
        • analytics
        • aws
        • aws-amplify
        • aws-apigateway

        githubmeasured growthOpen source ↗

        9 557GitHub starsstable
      • 21

        Other
        Active

        Create personal Mac apps instantly with a prompt. Supports on-device and cloud LLMs

        SwiftLicense: GPL-3.0

          githubmeasured growthOpen source ↗

          323GitHub starsstable
        • 22

          App
          Active

          Open-source infrastructure for the full inference lifecycle: deploy, observe, scale, optimize, and safely release self-hosted models behind one endpoint.

          GoLicense: Apache-2.0
          • ai-infrastructure
          • aws
          • gcp
          • golang
          • gpu-inference

          githubmeasured growthOpen source ↗

          64GitHub starsstable
        • 23

          Agent
          Active

          A Kiro power that turns Kiro into a personal study companion for any AWS certification exam

          License: MIT
          • agentic-ai
          • certification
          • genai
          • kiro

          githubmeasured growthOpen source ↗

          52GitHub starsstable
        • 24

          Other
          Active

          Serverless membership platform for the AWS Student Builders community at UNIZIK — React SPA, AWS CDK infrastructure (Cognito, API Gateway, Lambda, DynamoDB, CloudFront), built and deployed end to end.

          JavaScript

            githubmeasured growthOpen source ↗

            52GitHub stars-1 (-1.9 %)

          Learning resources

          Ranked by measured growth, normalized across sources. These resources remain available separately and do not take part in the main tool ranking.

          1. 1

            linkedin-skill-assessments-quizzes

            Other
            ActiveOpen source ↗

            Full reference of LinkedIn answers 2024 for skill assessments (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, Go, python, machine-learning, power-point) linkedin excel test lösungen, linkedin machine learning…

            PythonLicense: AGPL-3.0
            • answers
            • assessment
            • english
            • exam
            • france
            githubResourcemeasured growth
            28 810GitHub stars+1 (+0.003 %)