# AWS Samples — developer ecosystem report

- GitHub org: `aws-samples`
- Category: platform
- Overall score: 39.0 / 100
- Overall rank: #495
- Last refreshed: 2026-08-20

## Pillar scores

| Pillar | Score / 100 | Rank | Weight in overall |
| --- | --- | --- | --- |
| Code & Polish | 65.0 | #161 | ~22% |
| Education | 45.0 | #867 | ~18% |
| AI readiness | 10.0 | #825 | part of Reach |
| Builder experience | 0.0 | #1 | ~12% |
| Community | 41.0 | #332 | ~16% |
| Reach | 10.0 | #1007 | ~18% |
| Momentum | 82.0 | #12 | ~14% |

## Links

- GitHub: https://github.com/aws-samples
- Website: https://amazon.com
- Docs: https://docs.amazon.com

## Public GitHub totals

| Metric | Value |
| --- | --- |
| Repos analyzed | 12 |
| Stars | 11,025 |
| Forks | 6,001 |
| Open issues | 1,071 |
| Contributors | — |

## Top repositories

| Repo | Stars | Language | Description |
| --- | --- | --- | --- |
| [amazon-bedrock-samples](https://github.com/aws-samples/amazon-bedrock-samples) | 1,493 | Jupyter Notebook | This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples  |
| [bedrock-chat](https://github.com/aws-samples/bedrock-chat) | 1,322 | TypeScript | AWS-native chatbot using Bedrock |
| [claude-prompt-generator](https://github.com/aws-samples/claude-prompt-generator) | 1,314 | Python | — |
| [bedrock-access-gateway](https://github.com/aws-samples/bedrock-access-gateway) | 1,003 | Python | OpenAI-Compatible RESTful APIs for Amazon Bedrock |
| [aws-dynamodb-examples](https://github.com/aws-samples/aws-dynamodb-examples) | 601 | TypeScript | DynamoDB Examples |
| [amazon-nova-samples](https://github.com/aws-samples/amazon-nova-samples) | 448 | Jupyter Notebook | — |
| [aws-sam-java-rest](https://github.com/aws-samples/aws-sam-java-rest) | 437 | Java | A sample REST application built on SAM and DynamoDB that demonstrates testing with DynamoDB Local. |
| [sample-OpenClaw-on-AWS-with-Bedrock](https://github.com/aws-samples/sample-OpenClaw-on-AWS-with-Bedrock) | 414 | Python | — |
| [anthropic-on-aws](https://github.com/aws-samples/anthropic-on-aws) | 410 | Jupyter Notebook | — |
| [serverless-pdf-chat](https://github.com/aws-samples/serverless-pdf-chat) | 297 | TypeScript | LLM-powered document chat using Amazon Bedrock and AWS Serverless |
| [algorithmic-trading](https://github.com/aws-samples/algorithmic-trading) | 289 | Jupyter Notebook | — |
| [serverless-rag-demo](https://github.com/aws-samples/serverless-rag-demo) | 225 | TypeScript | Amazon Bedrock Foundation models with Amazon Opensearch Serverless as a Vector DB |

## Methodology

Scores are computed from public signals only (GitHub, package registries, docs sites, community platforms). Pillar definitions: https://www.smoower.com/docs.md

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