{"id":"boto3-sdk","name":"AWS SDK for Python (Boto3)","homepage":"https://boto3.amazonaws.com/v1/documentation/api/latest/index.html","repo_url":"https://github.com/boto/boto3","category":"cloud-infrastructure","subcategories":["aws","sdk","cloud-storage","compute","serverless"],"tags":["aws","boto3","python","sdk","s3","ec2","lambda","dynamodb","sqs","iam","cloud-infrastructure"],"what_it_does":"The primary Python SDK for Amazon Web Services, providing a unified interface to 200+ AWS services including S3, EC2, Lambda, DynamoDB, SQS, and more. Agents use it to orchestrate cloud resources, read/write data, trigger serverless functions, and automate infrastructure.","use_cases":["Reading and writing files to S3 from agent workflows","Invoking Lambda functions as sub-agents or tool calls","Querying DynamoDB for low-latency key-value lookups","Publishing messages to SQS or SNS for async task queuing","Managing EC2 instances, ECS tasks, or EKS clusters programmatically","Interacting with Bedrock for LLM inference within AWS environments","Automating IAM role creation and permission management"],"not_for":["Non-AWS cloud providers (use GCP or Azure SDKs instead)","Environments where pip install is not available","Agents needing REST-only access without Python runtime"],"best_when":"An agent operates within AWS or needs to orchestrate AWS services — S3, Lambda, DynamoDB, Bedrock — from Python code.","avoid_when":"Your infrastructure is on GCP or Azure, or you need a thin REST API rather than a full SDK dependency.","alternatives":["gcp-python-client","azure-sdk-python","aws-s3-api","aws-lambda-api"],"af_score":80.6,"security_score":null,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"current","last_evaluated":"2026-03-01T09:50:05.334179+00:00","performance":{"latency_p50_ms":50,"latency_p99_ms":300,"uptime_sla_percent":99.99,"rate_limits":"Per-service and per-API; S3 3,500 PUT/s, 5,500 GET/s per prefix; Lambda 10 concurrent by default (soft limit); DynamoDB provisioned or on-demand throughput","data_source":"llm_estimated","measured_on":null}}