Some of my tools and sample code for building with AWS.
GitHub repository with 35 stars and 10 forks.
Language: Python
Topics: aws, aws-apigateway, aws-aurora, aws-cdk, aws-cli, aws-cloudformation, aws-dynamodb, aws-ec2, aws-lambda, aws-rds
Trending score 0.10, activity score 0.44, stars gained +0, forks gained +0.
2026-06-02: 35 stars and 10 forks.
Prowler is the world’s most widely used open-source cloud security platform that automates security and compliance across any cloud environment.
GitHub repository with 13,941 stars and 2,162 forks.
Trending score: 2.68; stars gained: +14; forks gained: +3.
Language: Python
Topics: security, security-tools, security-audit, security-hardening, hardening, aws
Ministack: Free, open-source local AWS emulator - 55+ services, Terraform compatible, real databases. Free forever. MIT licensed.
GitHub repository with 3,116 stars and 280 forks.
Trending score: 1.51; stars gained: +38; forks gained: +6.
Language: Python
Topics: aws, aws-emulator, aws-local, aws-sdk, devtools, docker
Open source MCP Servers for AWS
GitHub repository with 9,203 stars and 1,560 forks.
Trending score: 1.27; stars gained: +20; forks gained: +6.
Language: Python
Topics: aws, mcp, mcp-client, mcp-clients, mcp-host, mcp-server
Universal Command Line Interface for Amazon Web Services
GitHub repository with 17,021 stars and 4,564 forks.
Trending score: 1.08; stars gained: +11; forks gained: +1.
Language: Python
Topics: aws, aws-cli, cloud, cloud-management
A library that allows you to easily mock out tests based on AWS infrastructure.
GitHub repository with 8,534 stars and 2,212 forks.
Trending score: 1.06; stars gained: +8; forks gained: -2.
Language: Python
Topics: boto, aws, ec2, s3
Aurora — Open source AI-powered agentic incident management & root cause analysis for SREs. LangGraph agents investigate across AWS, Azure, GCP, Kubernetes. Integrates with PagerDuty, Datadog, Grafana, Slack and More. Apache 2.0.
GitHub repository with 267 stars and 42 forks.
Trending score: 1.00; stars gained: +9; forks gained: +0.
Language: Python
Topics: ai-agents, aiops, automation, aws, azure, datadog
The agent that grows with you
GitHub repository with 180,951 stars and 31,038 forks.
Trending score: 5.95; stars gained: +1,867; forks gained: +361.
Language: Python
Topics: ai, ai-agent, ai-agents, anthropic, chatgpt, claude
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
GitHub repository with 12,420 stars and 807 forks.
Trending score: 5.69; stars gained: +2,829; forks gained: +175.
Language: Python
Topics: agent, ai, anthropic, claude-code, compression, context-engineering
Academic Research Skills for Claude Code: research → write → review → revise → finalize
GitHub repository with 27,211 stars and 2,239 forks.
Trending score: 5.52; stars gained: +1,079; forks gained: +89.
Language: Python
Topics: academic-writing, ai-research, claude, claude-code, literature-review, peer-review
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
GitHub repository with 140,042 stars and 20,111 forks.
Trending score: 5.04; stars gained: +317; forks gained: +58.
Language: Python
Topics: ollama, ollama-webui, llm, webui, self-hosted, llm-ui
LLM驱动的 A/H/美股智能分析：多数据源行情 + 实时新闻 + LLM决策仪表盘 + 多渠道推送，零成本定时运行，纯白嫖. LLM-powered stock analysis system for A/H/US markets.
GitHub repository with 40,750 stars and 38,939 forks.
Trending score: 4.88; stars gained: +836; forks gained: +443.
Language: Python
Topics: a-stock, ai-agent, aigc, llm, quant, quantitative-finance
GitHub repository with 29,960 stars and 4,217 forks.
Trending score: 4.88; stars gained: +688; forks gained: +114.
Language: Python
Prowler is the world’s most widely used open-source cloud security platform that automates security and compliance across any cloud environment.
GitHub repository with 13,941 stars and 2,162 forks.
Trending score: 2.68; stars gained: +14; forks gained: +3.
Language: Python
Topics: security, security-tools, security-audit, security-hardening, hardening, aws
Terragrunt is a flexible orchestration tool that allows Infrastructure as Code written in OpenTofu/Terraform to scale.
GitHub repository with 9,619 stars and 1,200 forks.
Trending score: 2.49; stars gained: +13; forks gained: -1.
Language: Go
Topics: terraform, devops, cli, aws, developer-tools, opentofu
Enhanced ChatGPT Clone: Features Agents, MCP, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active.
GitHub repository with 38,128 stars and 7,837 forks.
Trending score: 2.17; stars gained: +183; forks gained: +29.
Language: TypeScript
Topics: ai, anthropic, artifacts, aws, azure, chatgpt
The AWS Provider enables Terraform to manage AWS resources.
GitHub repository with 10,911 stars and 10,171 forks.
Trending score: 1.52; stars gained: +4; forks gained: +3.
Language: Go
Topics: aws, terraform, terraform-provider
Ministack: Free, open-source local AWS emulator - 55+ services, Terraform compatible, real databases. Free forever. MIT licensed.
GitHub repository with 3,116 stars and 280 forks.
Trending score: 1.51; stars gained: +38; forks gained: +6.
Language: Python
Topics: aws, aws-emulator, aws-local, aws-sdk, devtools, docker
EHR Annotation Platform
GitHub repository with 48 stars and 8 forks.
Trending score: 1.39; stars gained: +23; forks gained: +3.
Language: TypeScript
Topics: aws, cloudformation, dynamodb, nestjs, s3, aws-lambda