Source: https://seerepo.com/r/serverless/examples/built Markdown source: https://seerepo.com/r/serverless/examples/built.md Description: examples is a JavaScript repo built with Express, Next.js, React, @apollo/server, NestJS, and 4 more. It stores its data in MongoDB. # What is examples built with? examples is a JavaScript repo built with Express, Next.js, React, @apollo/server, NestJS, and 4 more. It stores its data in MongoDB, signs people in with @aws-sdk/credential-provider-node, @smithy/signature-v4, jsonwebtoken, jwks-rsa, cryptography, and 2 more, takes payments with Stripe, stores files in AWS S3, uses AI through strands-agents, strands-agents-tools, LangChain, LangGraph, langchain-aws, and 6 more, makes its content with beautifulsoup4, sharp, yaml, and mailparser, validates its data with Zod and validator, is tested with Amazon.Lambda.APIGatewayEvents, playwright, Faker, Puppeteer, Chai, and 5 more, deploys with Microsoft.Extensions.Logging.Abstractions, boto3, botocore, github.com/aws/aws-lambda-go, com.amazonaws:aws-lambda-java-core, and 11 more, and uses s3, MCP, @aws-sdk/client-sqs, github.com/aws/aws-sdk-go-v2/service/dynamodb, github.com/aws/aws-sdk-go-v2/feature/dynamodb/attributevalue, and 6 more. It has 23,187 written lines, with 18 test files. Read on November 12, 2026, at commit 424fe6f. Repository: https://github.com/serverless/examples ## Backend (/) ### Data - **[s3](https://seerepo.com/uses/s3)** ### Sign-in - **@aws-sdk/credential-provider-node**: 1 file - **@smithy/signature-v4**: 1 file ### AI - **strands-agents** - **strands-agents-tools** - **LangChain**: 10 files - **[LangGraph](https://seerepo.com/uses/langgraph)**: 10 files - **langchain-aws**: 3 files - **langchain-mcp-adapters**: 3 files ### Services - **[AWS S3](https://seerepo.com/uses/aws-s3)**: 1 file · [aws-node-dynamic-image-resizer/src/handlers/resizer/s3Handler.js, line 1](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-dynamic-image-resizer/src/handlers/resizer/s3Handler.js#L1) - **[MCP](https://seerepo.com/uses/mcp)**: 1 file · [aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs, line 24](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs#L24) ## Support (/) ### Content - **[beautifulsoup4](https://seerepo.com/uses/beautifulsoup4)** ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ### Testing - **Amazon.Lambda.APIGatewayEvents**: 3 files - **playwright**: 1 file ### Deploy - **[Microsoft.Extensions.Logging.Abstractions](https://seerepo.com/uses/microsoftextensionsloggingabstractions)** - **[boto3](https://seerepo.com/uses/boto3)**: 10 files - **[botocore](https://seerepo.com/uses/botocore)**: 5 files - **github.com/aws/aws-lambda-go**: 5 files - **com.amazonaws:aws-lambda-java-core**: 1 file - **[github.com/aws/aws-sdk-go-v2](https://seerepo.com/uses/githubcom-aws-aws-sdk-go-v2)**: 1 file - **[github.com/aws/aws-sdk-go-v2/config](https://seerepo.com/uses/githubcom-aws-aws-sdk-go-v2-config)**: 1 file ### Tools - **github.com/aws/smithy-go**: 1 file ### Other - **jackson-annotations** - **nest-asyncio** - **MediatR**: 6 files - **Microsoft.Extensions.DependencyInjection**: 3 files - **@aws-crypto/sha256-js**: 1 file - **@smithy/protocol-http**: 1 file - **com.fasterxml.jackson.core:jackson-core**: 1 file - **com.fasterxml.jackson.core:jackson-databind**: 1 file - **Newtonsoft.Json**: 1 file ## Backend (aws-bedrock-agentcore/javascript/langgraph-basic-dockerfile) ### AI - **@aws-sdk/client-bedrock-agentcore**: 1 file - **LangChain**: 1 file ## Support (aws-bedrock-agentcore/javascript/langgraph-basic-dockerfile) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ## Backend (aws-bedrock-agentcore/javascript/langgraph-basic) ### AI - **@aws-sdk/client-bedrock-agentcore**: 1 file - **LangChain**: 1 file ## Support (aws-bedrock-agentcore/javascript/langgraph-basic) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ## Backend (aws-bedrock-agentcore/javascript/langgraph-browser-custom) ### AI - **@aws-sdk/client-bedrock-agentcore**: 1 file - **LangChain**: 1 file ## Support (aws-bedrock-agentcore/javascript/langgraph-browser-custom) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ### Testing - **playwright**: 1 file ## Backend (aws-bedrock-agentcore/javascript/langgraph-browser) ### AI - **@aws-sdk/client-bedrock-agentcore**: 1 file - **LangChain**: 1 file ## Support (aws-bedrock-agentcore/javascript/langgraph-browser) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ## Backend (aws-bedrock-agentcore/javascript/langgraph-code-interpreter-custom) ### AI - **@aws-sdk/client-bedrock-agentcore**: 1 file - **LangChain**: 1 file ## Support (aws-bedrock-agentcore/javascript/langgraph-code-interpreter-custom) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ## Backend (aws-bedrock-agentcore/javascript/langgraph-code-interpreter) ### AI - **@aws-sdk/client-bedrock-agentcore**: 1 file - **LangChain**: 1 file ## Support (aws-bedrock-agentcore/javascript/langgraph-code-interpreter) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ## Backend (aws-bedrock-agentcore/javascript/langgraph-comprehensive) ### Sign-in - **@aws-sdk/credential-provider-node**: 1 file ### AI - **@aws-sdk/client-bedrock-agentcore**: 2 files - **LangChain**: 1 file ### Services - **[MCP](https://seerepo.com/uses/mcp)**: 1 file · [aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs, line 24](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs#L24) ## Support (aws-bedrock-agentcore/javascript/langgraph-comprehensive) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ### Other - **aws4fetch**: 1 file ## Backend (aws-bedrock-agentcore/javascript/langgraph-gateway) ### Sign-in - **@aws-sdk/credential-provider-node**: 1 file ### AI - **@aws-sdk/client-bedrock-agentcore**: 1 file - **[langchain](https://seerepo.com/uses/langchain)**: 1 file ### Services - **[MCP](https://seerepo.com/uses/mcp)**: 1 file · [aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs, line 24](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs#L24) ## Support (aws-bedrock-agentcore/javascript/langgraph-gateway) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ### Other - **aws4fetch**: 1 file ## Backend (aws-bedrock-agentcore/javascript/langgraph-memory) ### AI - **@aws-sdk/client-bedrock-agentcore**: 2 files - **LangChain**: 1 file ## Support (aws-bedrock-agentcore/javascript/langgraph-memory) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ## Backend (aws-bedrock-agentcore/javascript/langgraph-multi-gateway) ### Sign-in - **@aws-sdk/credential-provider-node**: 1 file ### AI - **[langchain](https://seerepo.com/uses/langchain)**: 2 files - **@aws-sdk/client-bedrock-agentcore**: 1 file ### Services - **[MCP](https://seerepo.com/uses/mcp)**: 2 files · [aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs, line 24](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs#L24) ## Support (aws-bedrock-agentcore/javascript/langgraph-multi-gateway) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 2 files ### Other - **aws4fetch**: 1 file ## Backend (aws-bedrock-agentcore/javascript/langgraph-streaming) ### AI - **@aws-sdk/client-bedrock-agentcore**: 1 file - **LangChain**: 1 file ## Support (aws-bedrock-agentcore/javascript/langgraph-streaming) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ## Backend (aws-bedrock-agentcore/javascript/mcp-server-lambda-tools) ### Sign-in - **@aws-sdk/credential-provider-node**: 1 file - **@smithy/signature-v4**: 1 file ## Support (aws-bedrock-agentcore/javascript/mcp-server-lambda-tools) ### Other - **@aws-crypto/sha256-js**: 1 file - **@smithy/protocol-http**: 1 file ## Backend (aws-bedrock-agentcore/javascript/mcp-server) ### Sign-in - **@aws-sdk/credential-provider-node**: 1 file - **@smithy/signature-v4**: 1 file ### Services - **[MCP](https://seerepo.com/uses/mcp)**: 2 files · [aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs, line 24](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs#L24) ## Support (aws-bedrock-agentcore/javascript/mcp-server) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ### Other - **@aws-crypto/sha256-js**: 1 file - **@smithy/protocol-http**: 1 file ## Backend (aws-bedrock-agentcore/javascript/strands-browser) ### AI - **@aws-sdk/client-bedrock-agentcore**: 1 file - **@strands-agents/sdk**: 1 file ## Support (aws-bedrock-agentcore/javascript/strands-browser) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ## Backend (aws-dev-mode) ### Data - **@aws-sdk/client-sqs**: 1 file ## Support (aws-dotnet-rest-api-with-dynamodb/src/DotNetServerless.Lambda) ### Deploy - **Amazon.Lambda.Serialization.SystemTextJson** - **[Microsoft.Extensions.Logging](https://seerepo.com/uses/microsoftextensionslogging)** - **Amazon.Lambda.APIGatewayEvents**: 3 files - **Amazon.Lambda.Core**: 3 files ### Other - **Microsoft.Extensions.Configuration.EnvironmentVariables** - **Microsoft.Extensions.Configuration.FileExtensions** - **Microsoft.Extensions.Configuration.Json** - **Microsoft.Extensions.DependencyInjection.Abstractions** - **Microsoft.Extensions.DependencyInjection**: 5 files - **MediatR**: 4 files - **Newtonsoft.Json**: 3 files - **Microsoft.Extensions.Configuration**: 2 files ## Backend (aws-ffmpeg-layer) ### Services - **[AWS S3](https://seerepo.com/uses/aws-s3)**: 1 file · [aws-node-dynamic-image-resizer/src/handlers/resizer/s3Handler.js, line 1](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-dynamic-image-resizer/src/handlers/resizer/s3Handler.js#L1) ## Support (aws-golang-http-get-post) ### Deploy - **github.com/aws/aws-lambda-go**: 3 files ## Backend (aws-golang-rest-api-with-dynamodb) ### Data - **github.com/aws/aws-sdk-go-v2/service/dynamodb**: 5 files - **github.com/aws/aws-sdk-go-v2/feature/dynamodb/attributevalue**: 3 files ## Support (aws-golang-rest-api-with-dynamodb) ### Deploy - **github.com/aws/aws-lambda-go**: 5 files - **[github.com/aws/aws-sdk-go-v2](https://seerepo.com/uses/githubcom-aws-aws-sdk-go-v2)**: 5 files - **[github.com/aws/aws-sdk-go-v2/config](https://seerepo.com/uses/githubcom-aws-aws-sdk-go-v2-config)**: 5 files ### Other - **[Google](https://seerepo.com/uses/google)**: 1 file ## Support (aws-golang-simple-http-endpoint) ### Deploy - **github.com/aws/aws-lambda-go**: 2 files ## Backend (aws-node-auth0-cognito-custom-authorizers-api) ### Sign-in - **[jsonwebtoken](https://seerepo.com/uses/jsonwebtoken)**: 1 file - **[jwks-rsa](https://seerepo.com/uses/jwks-rsa)**: 1 file ## Backend (aws-node-auth0-custom-authorizers-api) ### Sign-in - **[jsonwebtoken](https://seerepo.com/uses/jsonwebtoken)**: 1 file ## Support (aws-node-durable-function) ### Other - **@aws/durable-execution-sdk-js**: 1 file ## Backend (aws-node-dynamic-image-resizer) ### Data - **@aws-sdk/lib-storage**: 1 file ### Services - **[AWS S3](https://seerepo.com/uses/aws-s3)**: 1 file · [aws-node-dynamic-image-resizer/src/handlers/resizer/s3Handler.js, line 1](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-dynamic-image-resizer/src/handlers/resizer/s3Handler.js#L1) ## Support (aws-node-dynamic-image-resizer) ### Content - **[sharp](https://seerepo.com/uses/sharp)**: 1 file ## Backend (aws-node-dynamodb-stream-processing) ### Services - **[AWS S3](https://seerepo.com/uses/aws-s3)**: 1 file · [aws-node-dynamic-image-resizer/src/handlers/resizer/s3Handler.js, line 1](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-dynamic-image-resizer/src/handlers/resizer/s3Handler.js#L1) ## Support (aws-node-env-variables-encrypted-in-a-file) ### Content - **[yaml](https://seerepo.com/uses/yaml)**: 1 file ### Other - **@aws-sdk/client-kms**: 1 file ## Backend (aws-node-express-api) ### The base - **[Express](https://seerepo.com/uses/express)**: 1 file · [in aws-node-express-api/package.json](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-express-api/package.json) ## Support (aws-node-express-api) ### Deploy - **serverless-http**: 1 file ## Backend (aws-node-express-dynamodb-api) ### The base - **[Express](https://seerepo.com/uses/express)**: 1 file · [in aws-node-express-api/package.json](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-express-api/package.json) ### Data - **[aws-sdk](https://seerepo.com/uses/aws-sdk)**: 1 file ## Support (aws-node-express-dynamodb-api) ### Deploy - **serverless-http**: 1 file ## Backend (aws-node-express-web-app) ### The base - **[Express](https://seerepo.com/uses/express)**: 1 file · [in aws-node-express-api/package.json](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-express-api/package.json) ## Backend (aws-node-fetch-file-and-store-in-s3) ### Services - **[AWS S3](https://seerepo.com/uses/aws-s3)**: 1 file · [aws-node-dynamic-image-resizer/src/handlers/resizer/s3Handler.js, line 1](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-dynamic-image-resizer/src/handlers/resizer/s3Handler.js#L1) ## Backend (aws-node-graphql-api-with-dynamodb) ### Data - **[aws-sdk](https://seerepo.com/uses/aws-sdk)**: 1 file ## Support (aws-node-graphql-api-with-dynamodb) ### Other - **GraphQL**: 1 file ## Backend (aws-node-http-api-dynamodb-local) ### Data - **[aws-sdk](https://seerepo.com/uses/aws-sdk)**: 6 files ## Backend (aws-node-http-api-dynamodb) ### Data - **[aws-sdk](https://seerepo.com/uses/aws-sdk)**: 5 files ## Backend (aws-node-http-api-mongodb) ### Data - **[MongoDB](https://seerepo.com/uses/mongodb)**: 2 files · [aws-node-http-api-mongodb/model/User.js, line 1](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-http-api-mongodb/model/User.js#L1) ## Support (aws-node-http-api-mongodb) ### Validation - **[validator](https://seerepo.com/uses/validator)**: 2 files ## Backend (aws-node-http-api-typescript-dynamodb) ### Data - **[aws-sdk](https://seerepo.com/uses/aws-sdk)**: 4 files ## Backend (aws-node-mongodb-atlas) ### The base - **[Express](https://seerepo.com/uses/express)**: 1 file · [in aws-node-express-api/package.json](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-express-api/package.json) ### Data - **[MongoDB](https://seerepo.com/uses/mongodb)**: 1 file · [aws-node-http-api-mongodb/model/User.js, line 1](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-http-api-mongodb/model/User.js#L1) ## Support (aws-node-mongodb-atlas) ### Testing - **Faker**: 1 file ### Deploy - **serverless-http**: 1 file ## Frontend (aws-node-nextjs-web-app) ### The base - **[Next.js](https://seerepo.com/uses/nextjs)**: [in aws-node-nextjs-web-app/package.json](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-nextjs-web-app/package.json) - **[React](https://seerepo.com/uses/react)**: [in aws-node-nextjs-web-app/package.json](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-nextjs-web-app/package.json) ## Support (aws-node-puppeteer) ### Testing - **Puppeteer**: 1 file ### Deploy - **@sparticuz/chromium**: 1 file ## Support (aws-node-recursive-function) ### Deploy - **@aws-sdk/client-lambda**: 1 file ## Backend (aws-node-rest-api-mongodb) ### Data - **[MongoDB](https://seerepo.com/uses/mongodb)**: 2 files · [aws-node-http-api-mongodb/model/User.js, line 1](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-http-api-mongodb/model/User.js#L1) ## Support (aws-node-rest-api-mongodb) ### Validation - **[validator](https://seerepo.com/uses/validator)**: 2 files ## Backend (aws-node-rest-api-typescript) ### Data - **[MongoDB](https://seerepo.com/uses/mongodb)**: 4 files · [aws-node-http-api-mongodb/model/User.js, line 1](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-http-api-mongodb/model/User.js#L1) ## Support (aws-node-rest-api-typescript) ### Testing - **Chai**: 1 file - **lambda-tester**: 1 file - **sinon**: 1 file ## Backend (aws-node-rest-api-with-dynamodb-and-offline) ### Data - **[aws-sdk](https://seerepo.com/uses/aws-sdk)**: 6 files ## Backend (aws-node-rest-api-with-dynamodb) ### Data - **[aws-sdk](https://seerepo.com/uses/aws-sdk)**: 5 files ## Backend (aws-node-s3-file-replicator) ### Services - **[AWS S3](https://seerepo.com/uses/aws-s3)**: 1 file · [aws-node-dynamic-image-resizer/src/handlers/resizer/s3Handler.js, line 1](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-dynamic-image-resizer/src/handlers/resizer/s3Handler.js#L1) ## Backend (aws-node-ses-receive-email-body) ### Services - **[AWS S3](https://seerepo.com/uses/aws-s3)**: 1 file · [aws-node-dynamic-image-resizer/src/handlers/resizer/s3Handler.js, line 1](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-dynamic-image-resizer/src/handlers/resizer/s3Handler.js#L1) ## Support (aws-node-ses-receive-email-body) ### Content - **mailparser**: 1 file ## Backend (aws-node-signed-uploads) ### Data - **[@aws-sdk/s3-request-presigner](https://seerepo.com/uses/aws-sdk-s3-request-presigner)**: 1 file ### Services - **[AWS S3](https://seerepo.com/uses/aws-s3)**: 1 file · [aws-node-dynamic-image-resizer/src/handlers/resizer/s3Handler.js, line 1](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-dynamic-image-resizer/src/handlers/resizer/s3Handler.js#L1) ## Backend (aws-node-sqs-worker) ### Data - **@aws-sdk/client-sqs**: 1 file ## Backend (aws-node-stripe-integration) ### Services - **[Stripe](https://seerepo.com/uses/stripe)**: 1 file · [aws-node-stripe-integration/handler.js, line 1](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-stripe-integration/handler.js#L1) ## Backend (aws-node-text-analysis-via-sns-post-processing) ### AI - **sentiment**: 1 file ## Support (aws-node-text-analysis-via-sns-post-processing) ### Other - **@aws-sdk/client-sns**: 1 file ## Support (aws-node-twilio-send-text-message) ### Testing - **Chai**: 1 file - **sinon**: 1 file ### Other - **twilio**: 1 file ## Support (aws-node-typescript-apollo-lambda) ### The base - **@apollo/server**: 1 file ## Backend (aws-node-typescript-kinesis) ### Data - **@aws-sdk/client-kinesis**: 1 file ## Backend (aws-node-typescript-nest) ### The base - **[NestJS](https://seerepo.com/uses/nestjs)**: 4 files · [in aws-node-typescript-nest/package.json](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-typescript-nest/package.json) ## Support (aws-node-typescript-nest) ### Testing - **@nestjs/testing**: 2 files - **supertest**: 1 file ## Backend (aws-node-typescript-rest-api-with-dynamodb) ### Data - **[aws-sdk](https://seerepo.com/uses/aws-sdk)**: 4 files ## Backend (aws-node-typescript-sqs-standard) ### Data - **@aws-sdk/client-sqs**: 1 file ## Support (aws-node-upload-to-s3-and-postprocess) ### Other - **crypto-js**: 1 file ## Backend (aws-node-web-app-custom-domain/api) ### The base - **[Express](https://seerepo.com/uses/express)**: 1 file · [in aws-node-express-api/package.json](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-express-api/package.json) ## Frontend (aws-node-web-app-custom-domain/web) ### The base - **[Next.js](https://seerepo.com/uses/nextjs)**: [in aws-node-nextjs-web-app/package.json](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-nextjs-web-app/package.json) - **[React](https://seerepo.com/uses/react)**: 1 file · [in aws-node-nextjs-web-app/package.json](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-nextjs-web-app/package.json) ## Support (aws-node-websockets-authorizers) ### Deploy - **@aws-sdk/client-apigatewaymanagementapi**: 1 file ## Backend (aws-python-auth0-custom-authorizers-api) ### Sign-in - **[cryptography](https://seerepo.com/uses/cryptography)**: 1 file - **[pyjwt](https://seerepo.com/uses/pyjwt)**: 1 file ## Backend (aws-python-flask-api) ### The base - **[Flask](https://seerepo.com/uses/flask)**: 1 file ## Backend (aws-python-flask-dynamodb-api) ### The base - **[Flask](https://seerepo.com/uses/flask)**: 1 file ## Support (aws-python-flask-dynamodb-api) ### Deploy - **[boto3](https://seerepo.com/uses/boto3)**: 1 file ## Support (aws-python-http-api-with-pynamodb) ### Deploy - **[boto3](https://seerepo.com/uses/boto3)** - **[botocore](https://seerepo.com/uses/botocore)** ## Support (aws-python-pynamodb-s3-sigurl) ### Deploy - **[botocore](https://seerepo.com/uses/botocore)** - **[boto3](https://seerepo.com/uses/boto3)**: 1 file ## Backend (aws-python-rest-api-with-pymongo) ### Data - **[pymongo](https://seerepo.com/uses/pymongo)** - **[MongoDB](https://seerepo.com/uses/mongodb)**: 5 files · [aws-node-http-api-mongodb/model/User.js, line 1](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-http-api-mongodb/model/User.js#L1) ## Support (aws-python-rest-api-with-pymongo) ### Other - **dnspython** ## Support (aws-python-rest-api-with-pynamodb) ### Deploy - **[boto3](https://seerepo.com/uses/boto3)** - **[botocore](https://seerepo.com/uses/botocore)** ## Support (aws-python-telegram-bot) ### Other - **python-telegram-bot**: 1 file ## Support (aws-ruby-cron-with-dynamodb) ### Testing - **faker**: 1 file ## Backend (aws-ruby-line-bot) ### Services - **LINE**: 1 file · [aws-ruby-line-bot/handler.rb, line 4](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-ruby-line-bot/handler.rb#L4) ## Backend (aws-ruby-sinatra-dynamodb-api) ### The base - **Sinatra**: 2 files ## Support (compose-eventbridge-custom-bus/producer) ### Deploy - **@aws-sdk/client-eventbridgev2**: 1 file ## Backend (compose-shared-services/api) ### Data - **[aws-sdk](https://seerepo.com/uses/aws-sdk)**: 1 file ## Backend (mcp/custom/express-web-adapter) ### The base - **[Express](https://seerepo.com/uses/express)**: [in aws-node-express-api/package.json](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-express-api/package.json) ### Sign-in - **@aws-sdk/credential-provider-node**: 1 file - **@smithy/signature-v4**: 1 file - **[jose](https://seerepo.com/uses/jose)**: 1 file ### Services - **[MCP](https://seerepo.com/uses/mcp)**: 2 files · [aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs, line 24](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs#L24) ## Support (mcp/custom/express-web-adapter) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ### Other - **@aws-crypto/sha256-js**: 1 file - **@smithy/protocol-http**: 1 file ## Backend (mcp/custom/fastify-container) ### The base - **[Fastify](https://seerepo.com/uses/fastify)**: [in mcp/custom/fastify-container/package.json](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/mcp/custom/fastify-container/package.json) ### Sign-in - **@aws-sdk/credential-provider-node**: 1 file - **@smithy/signature-v4**: 1 file ### Services - **[MCP](https://seerepo.com/uses/mcp)**: 2 files · [aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs, line 24](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs#L24) ## Support (mcp/custom/fastify-container) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ### Other - **@aws-crypto/sha256-js**: 1 file - **@smithy/protocol-http**: 1 file ## Backend (mcp/custom/function-url) ### Sign-in - **@aws-sdk/credential-provider-node**: 1 file - **@smithy/signature-v4**: 1 file ### Services - **[MCP](https://seerepo.com/uses/mcp)**: 2 files · [aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs, line 24](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs#L24) ## Support (mcp/custom/function-url) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ### Other - **@aws-crypto/sha256-js**: 1 file - **@smithy/protocol-http**: 1 file ## Backend (mcp/custom/hono) ### The base - **[Hono](https://seerepo.com/uses/hono)**: 1 file · [in mcp/custom/hono/package.json](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/mcp/custom/hono/package.json) ### Sign-in - **@aws-sdk/credential-provider-node**: 1 file - **@smithy/signature-v4**: 1 file ### Services - **[MCP](https://seerepo.com/uses/mcp)**: 2 files · [aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs, line 24](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs#L24) ## Support (mcp/custom/hono) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ### Other - **@aws-crypto/sha256-js**: 1 file - **@smithy/protocol-http**: 1 file ## Backend (mcp/custom/rest-api) ### Sign-in - **@aws-sdk/credential-provider-node**: 1 file - **@smithy/signature-v4**: 1 file - **[jose](https://seerepo.com/uses/jose)**: 1 file ### Services - **[MCP](https://seerepo.com/uses/mcp)**: 2 files · [aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs, line 24](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs#L24) ## Support (mcp/custom/rest-api) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ### Other - **@aws-crypto/sha256-js**: 1 file - **@smithy/protocol-http**: 1 file ## Backend (mcp/minimal) ### Services - **[MCP](https://seerepo.com/uses/mcp)**: 1 file · [aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs, line 24](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs#L24) ## Support (mcp/minimal) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ## Backend (mcp/oauth-authorizer) ### Sign-in - **[jose](https://seerepo.com/uses/jose)**: 1 file ### Services - **[MCP](https://seerepo.com/uses/mcp)**: 1 file · [aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs, line 24](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs#L24) ## Support (mcp/oauth-authorizer) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ## Backend (mcp/oauth-cognito) ### Services - **[MCP](https://seerepo.com/uses/mcp)**: 1 file · [aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs, line 24](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs#L24) ## Support (mcp/oauth-cognito) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ## Backend (mcp/oauth-in-module) ### Sign-in - **[jose](https://seerepo.com/uses/jose)**: 1 file ### Services - **[MCP](https://seerepo.com/uses/mcp)**: 1 file · [aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs, line 24](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-bedrock-agentcore/javascript/mcp-server/src/server.mjs#L24) ## Support (mcp/oauth-in-module) ### Validation - **[Zod](https://seerepo.com/uses/zod)**: 1 file ## Backend (sandboxes/self-hosted-webhook) ### Services - **[Anthropic](https://seerepo.com/uses/anthropic)**: 1 file · [sandboxes/self-hosted-webhook/launcher/launcher.mjs, line 16](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/sandboxes/self-hosted-webhook/launcher/launcher.mjs#L16) ## Support (sandboxes/self-hosted-webhook) ### Deploy - **@aws-sdk/client-lambda-microvms**: 1 file ### Other - **@aws-sdk/client-secrets-manager**: 1 file - **standardwebhooks**: 1 file ## Backend (sandboxes/self-hosted-webhook/worker) ### Services - **[Anthropic](https://seerepo.com/uses/anthropic)**: 1 file · [sandboxes/self-hosted-webhook/launcher/launcher.mjs, line 16](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/sandboxes/self-hosted-webhook/launcher/launcher.mjs#L16) ## Support (sandboxes/self-hosted-webhook/worker) ### Other - **@aws-sdk/client-secrets-manager**: 1 file ## Other repos with a similar stack - [apache/superset](https://seerepo.com/r/apache/superset/built): MCP, Express, MongoDB, React, Flask, pymongo, beautifulsoup4, Zod, boto3, botocore, jsonwebtoken, cryptography, pyjwt · [Compare](https://seerepo.com/compare/apache/superset/vs/serverless/examples) - [twentyhq/twenty](https://seerepo.com/r/twentyhq/twenty/built): AWS S3, MCP, Express, aws-sdk, React, Stripe, NestJS, Anthropic, Zod, jsonwebtoken, sharp, @aws-sdk/client-lambda, jose · [Compare](https://seerepo.com/compare/serverless/examples/vs/twentyhq/twenty) - [remotion-dev/remotion](https://seerepo.com/r/remotion-dev/remotion/built): s3, AWS S3, Express, aws-sdk, Next.js, React, Zod, boto3, github.com/aws/aws-sdk-go-v2, github.com/aws/aws-sdk-go-v2/config, sharp · [Compare](https://seerepo.com/compare/remotion-dev/remotion/vs/serverless/examples) - [serverless/serverless](https://seerepo.com/r/serverless/serverless/built): AWS S3, MCP, @aws-sdk/client-sqs, Express, aws-sdk, Hono, @smithy/signature-v4, Zod, com.amazonaws:aws-lambda-java-core, github.com/aws/aws-sdk-go-v2, @aws-sdk/client-bedrock-agentcore · [Compare](https://seerepo.com/compare/serverless/examples/vs/serverless/serverless) - [payloadcms/payload](https://seerepo.com/r/payloadcms/payload/built): AWS S3, MCP, @aws-sdk/lib-storage, aws-sdk, MongoDB, Next.js, React, Stripe, Zod, sharp, jose · [Compare](https://seerepo.com/compare/payloadcms/payload/vs/serverless/examples) - [n8n-io/n8n](https://seerepo.com/r/n8n-io/n8n/built): MCP, Express, MongoDB, Anthropic, LangChain, Zod, jsonwebtoken, yaml, validator, jose · [Compare](https://seerepo.com/compare/n8n-io/n8n/vs/serverless/examples) ## Frequently asked questions ### What language is examples written in? examples is written in JavaScript, with 23,187 written lines. ### What framework does examples use? examples is built with Express, Next.js, React, @apollo/server, NestJS, Flask, Sinatra, Fastify, and Hono. The proof: [in aws-node-express-api/package.json](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-express-api/package.json) ### What database does examples use? examples stores its data in MongoDB. The proof: [aws-node-http-api-mongodb/model/User.js, line 1](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-http-api-mongodb/model/User.js#L1) ### What does examples sign people in with? examples signs people in with @aws-sdk/credential-provider-node, @smithy/signature-v4, jsonwebtoken, jwks-rsa, cryptography, pyjwt, and jose. ### What does examples take payments with? examples takes payments with Stripe. The proof: [aws-node-stripe-integration/handler.js, line 1](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-stripe-integration/handler.js#L1) ### Does examples use AI? Yes. examples uses AI through strands-agents, strands-agents-tools, LangChain, LangGraph, langchain-aws, langchain-mcp-adapters, @aws-sdk/client-bedrock-agentcore, langchain, @strands-agents/sdk, sentiment, and Anthropic. ### What services does examples use? examples stores files in AWS S3 and uses s3, MCP, @aws-sdk/client-sqs, github.com/aws/aws-sdk-go-v2/service/dynamodb, github.com/aws/aws-sdk-go-v2/feature/dynamodb/attributevalue, @aws-sdk/lib-storage, aws-sdk, @aws-sdk/s3-request-presigner, @aws-sdk/client-kinesis, pymongo, and LINE. The proof: [aws-node-dynamic-image-resizer/src/handlers/resizer/s3Handler.js, line 1](https://github.com/serverless/examples/blob/424fe6f7737bd45aeea4e5b40d7beda3422ffa54/aws-node-dynamic-image-resizer/src/handlers/resizer/s3Handler.js#L1) ### Does examples have tests? Yes. examples has 18 test files and is tested with Amazon.Lambda.APIGatewayEvents, playwright, Faker, Puppeteer, Chai, lambda-tester, sinon, @nestjs/testing, supertest, and faker. ### Which repos have a stack like examples's? The ones that share most of its stack: apache/superset, twentyhq/twenty, and remotion-dev/remotion. ## What is your repo built with? Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.