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pypi.org "aws" keyword

consoleme 1.4.0
A central control plane for AWS permissions and access
59 versions - Latest release: over 2 years ago - 279 downloads last month - 3,197 stars on GitHub - 2 maintainers
Top 5.8% on pypi.org
aws-encryption-sdk-cli 4.3.0
This command line tool can be used to encrypt and decrypt files and directories using the AWS Enc...
20 versions - Latest release: 10 months ago - 6 dependent repositories - 82.6 thousand downloads last month - 82 stars on GitHub - 1 maintainer
Top 2.3% on pypi.org
aws-encryption-sdk 4.0.7
AWS Encryption SDK implementation for Python
38 versions - Latest release: 19 days ago - 7 dependent packages - 51 dependent repositories - 3.03 million downloads last month - 255 stars on GitHub - 1 maintainer
Top 4.0% on pypi.org
s3scanner 2.0.2 💰
Scan for open S3 buckets and dump the contents
3 versions - Latest release: almost 5 years ago - 16 dependent repositories - 40 thousand downloads last month - 3,172 stars on GitHub - 1 maintainer
Top 0.8% on pypi.org
apache-libcloud 3.9.1
A standard Python library that abstracts away differences among multiple cloud provider APIs. For...
72 versions - Latest release: 5 months ago - 33 dependent packages - 2,071 dependent repositories - 635 thousand downloads last month - 2,125 stars on GitHub - 7 maintainers
security_monkey 0.4.0
Security Monkey monitors policy changes and alerts on insecure configurations in an AWS account
1 version - Latest release: almost 11 years ago - 2 dependent repositories - 5 downloads last month - 4,369 stars on GitHub - 5 maintainers
Top 6.5% on pypi.org
lemur 1.9.3
Certificate management and orchestration service
21 versions - Latest release: 3 months ago - 26 dependent repositories - 505 downloads last month - 1,771 stars on GitHub - 3 maintainers
Top 0.8% on pypi.org
localstack 2026.8.1 💰
The LocalStack Command Line Interface
542 versions - Latest release: 13 days ago - 17 dependent packages - 84 dependent repositories - 383 thousand downloads last month - 65,128 stars on GitHub - 5 maintainers
awslabs.aws-api-mcp-server 1.5.5
Model Context Protocol (MCP) server for interacting with AWS
96 versions - Latest release: 16 days ago - 299 thousand downloads last month - 9,709 stars on GitHub - 2 maintainers
Top 0.9% on pypi.org
sagemaker 3.22.1
Open source library for training and deploying models on Amazon SageMaker.
691 versions - Latest release: 6 days ago - 66 dependent packages - 687 dependent repositories - 17 million downloads last month - 2,260 stars on GitHub - 1 maintainer
Top 9.8% on pypi.org
prowler-cloud 5.43.0 💰
Prowler is an Open Source security tool to perform AWS, GCP and Azure security best practices ass...
210 versions - Latest release: 3 days ago - 3.35 thousand downloads last month - 14,842 stars on GitHub - 1 maintainer
Top 1.9% on pypi.org
aws-cdk.aws-dax 1.204.0
The CDK Construct Library for AWS::DAX
258 versions - Latest release: over 3 years ago - 2 dependent packages - 11 dependent repositories - 1.96 thousand downloads last month - 12,910 stars on GitHub - 2 maintainers
Top 0.7% on pypi.org
aws-cdk.aws-lambda-python-alpha 2.270.0a0
The CDK Construct Library for AWS Lambda in Python
375 versions - Latest release: 6 days ago - 13 dependent packages - 56 dependent repositories - 536 thousand downloads last month - 12,910 stars on GitHub - 2 maintainers
Top 1.1% on pypi.org
aws-cdk.cloud-assembly-schema 54.25.0
Schema for the protocol between CDK framework and CDK CLI
704 versions - Latest release: about 12 hours ago - 18 dependent packages - 166 dependent repositories - 5.41 million downloads last month - 105 stars on GitHub - 2 maintainers
Top 9.3% on pypi.org
aws-cdk.cli-lib-alpha 2.1029.4a0
AWS CDK Programmatic CLI library
212 versions - Latest release: 12 months ago - 1.03 thousand downloads last month - 105 stars on GitHub - 1 maintainer
ec2.py 0.1.5
Simple CLI / module to create/start/stop EC2 instances
6 versions - Latest release: about 8 years ago - 13 downloads last month - 1 stars on GitHub - 1 maintainer
Top 0.2% on pypi.org
boto3 1.43.101
The AWS SDK for Python (Boto3)
2,125 versions - Latest release: about 8 hours ago - 3,938 dependent packages - 80,369 dependent repositories - 2.46 billion downloads last month - 9,907 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
aws-xray-sdk 2.15.0
The AWS X-Ray SDK for Python (the SDK) enables Python developers to record and emit information f...
36 versions - Latest release: 11 months ago - 13 dependent packages - 1,686 dependent repositories - 14.2 million downloads last month - 339 stars on GitHub - 2 maintainers
ecs-contract 0.1.0
Who owns what in an ECS task definition: a contract and a credential-free checker.
1 version - Latest release: 1 day ago - 1 maintainer
Top 0.4% on pypi.org
aws-sam-translator 1.113.0
AWS SAM Translator is a library that transform SAM templates into AWS CloudFormation templates
121 versions - Latest release: about 1 month ago - 14 dependent packages - 3,274 dependent repositories - 7.26 million downloads last month - 9,572 stars on GitHub - 1 maintainer
aws-cli-migrate 1.0.0
Command-line tool to lint and modify bash scripts that use AWS CLI v1 to prevent breakage from ch...
1 version - Latest release: 8 months ago - 68 downloads last month - 17,267 stars on GitHub - 1 maintainer
s3transfre 0.6.0
An Amazon S3 Transfer Manager
1 version - Latest release: over 3 years ago - 240 stars on GitHub
s3transferp 0.6.0
An Amazon S3 Transfer Manager
1 version - Latest release: over 3 years ago - 240 stars on GitHub
s3tranfers 0.5.2
An Amazon S3 Transfer Manager
1 version - Latest release: over 3 years ago - 240 stars on GitHub
s3transferg 0.6.0
An Amazon S3 Transfer Manager
1 version - Latest release: over 3 years ago - 240 stars on GitHub - 1 maintainer
dynamodb-haystack 1.0.0
Haystack integration for dynamodb
1 version - Latest release: 1 day ago - 204 stars on GitHub - 1 maintainer
s3trnasfers 0.5.2
An Amazon S3 Transfer Manager
1 version - Latest release: over 3 years ago - 240 stars on GitHub
s3transfer-meiqia 0.1.10
An Amazon S3 Transfer Manager
1 version - Latest release: over 9 years ago - 1 dependent repositories - 8 downloads last month - 240 stars on GitHub - 1 maintainer
pps3transfer 0.12.0
An Amazon S3 Transfer Manager
1 version - Latest release: over 1 year ago - 106 downloads last month - 240 stars on GitHub - 1 maintainer
botto3 1.24.24
The AWS SDK for Python
2 versions - Latest release: about 4 years ago - 9,907 stars on GitHub
Top 9.2% on pypi.org
awsclii 1.27.68
Universal Command Line Environment for AWS.
2 versions - Latest release: over 3 years ago - 17,267 stars on GitHub
Top 1.8% on pypi.org
mangum 0.22.0 💰
AWS Lambda support for ASGI applications
75 versions - Latest release: about 1 month ago - 20 dependent packages - 353 dependent repositories - 4.96 million downloads last month - 2,137 stars on GitHub - 2 maintainers
Top 9.2% on pypi.org
awscl 1.27.68
Universal Command Line Environment for AWS.
2 versions - Latest release: over 3 years ago - 17,267 stars on GitHub
Top 9.2% on pypi.org
awsclie 1.27.68
Universal Command Line Environment for AWS.
2 versions - Latest release: over 3 years ago - 17,267 stars on GitHub
s3transferr 0.6.0
An Amazon S3 Transfer Manager
2 versions - Latest release: over 3 years ago - 240 stars on GitHub
custom-awscli 1.27.51
Universal Command Line Environment for AWS.
1 version - Latest release: over 3 years ago - 8 downloads last month - 17,267 stars on GitHub - 1 maintainer
fastapi-lambda 0.5.0
FastAPI fork optimized for AWS Lambda with minimal cold start overhead (inspired by FastAPI by Se...
7 versions - Latest release: 11 months ago - 450 downloads last month - 1 stars on GitHub - 1 maintainer
Top 1.9% on pypi.org
aws-cdk.aws-elasticbeanstalk 1.204.0
The CDK Construct Library for AWS::ElasticBeanstalk
258 versions - Latest release: over 3 years ago - 2 dependent packages - 13 dependent repositories - 1.75 thousand downloads last month - 12,910 stars on GitHub - 2 maintainers
amazon-boto 1.42.42
The AWS SDK for Python
1 version - Latest release: 8 months ago - 38 downloads last month - 9,907 stars on GitHub - 1 maintainer
Top 9.3% on pypi.org
botoo3 1.26.68
The AWS SDK for Python
2 versions - Latest release: over 3 years ago - 9,907 stars on GitHub - 1 maintainer
s3trnasfer 0.5.2
An Amazon S3 Transfer Manager
1 version - Latest release: over 3 years ago - 240 stars on GitHub
Top 9.3% on pypi.org
botoo 1.26.68
The AWS SDK for Python
2 versions - Latest release: over 3 years ago - 9,907 stars on GitHub - 1 maintainer
Top 9.3% on pypi.org
bot3 1.26.68
The AWS SDK for Python
2 versions - Latest release: over 3 years ago - 9,907 stars on GitHub - 1 maintainer
Top 9.3% on pypi.org
botoa 1.26.68
The AWS SDK for Python
2 versions - Latest release: over 3 years ago - 9,907 stars on GitHub - 1 maintainer
Top 8.4% on pypi.org
sagemaker-studio-image-build 0.6.0
Build Docker Images in Amazon SageMaker Studio using AWS CodeBuild
4 versions - Latest release: over 5 years ago - 3 dependent packages - 1 dependent repositories - 22.1 thousand downloads last month - 59 stars on GitHub - 1 maintainer
boto3-caih 1.42.0
The AWS SDK for Python
1 version - Latest release: 8 months ago - 38 downloads last month - 9,907 stars on GitHub - 1 maintainer
s3transefer 0.6.0
An Amazon S3 Transfer Manager
1 version - Latest release: over 3 years ago - 240 stars on GitHub
s3transfere 0.6.0
An Amazon S3 Transfer Manager
2 versions - Latest release: over 3 years ago - 240 stars on GitHub
boto3-meiqia 1.4.5
The AWS SDK for Python
2 versions - Latest release: over 9 years ago - 1 dependent repositories - 31 downloads last month - 9,907 stars on GitHub - 1 maintainer
Top 5.2% on pypi.org
arnparse 0.0.2
Parse ARNs using Python
2 versions - Latest release: over 7 years ago - 4 dependent packages - 30 dependent repositories - 310 thousand downloads last month - 36 stars on GitHub - 2 maintainers
s3tranfer 0.5.2
An Amazon S3 Transfer Manager
1 version - Latest release: over 3 years ago - 240 stars on GitHub
Top 9.3% on pypi.org
botoa3 1.26.68
The AWS SDK for Python
2 versions - Latest release: over 3 years ago - 9,907 stars on GitHub
aiobotocore-chrisglass 1.4.1.1 💰
Async client for aws services using botocore and aiohttp
1 version - Latest release: about 5 years ago - 1 dependent repositories - 14 downloads last month - 1,425 stars on GitHub - 1 maintainer
s3transffr 0.6.0
An Amazon S3 Transfer Manager
1 version - Latest release: over 3 years ago - 240 stars on GitHub
Top 1.4% on pypi.org
aiobotocore 3.9.1 💰
Async client for aws services using botocore and aiohttp
137 versions - Latest release: 16 days ago - 128 dependent packages - 1,982 dependent repositories - 624 million downloads last month - 1,425 stars on GitHub - 4 maintainers
aiobotocore-botorange 0.1.0 💰
Async client for aws services using botocore and aiohttp
2 versions - Latest release: over 9 years ago - 1 dependent repositories - 27 downloads last month - 1,425 stars on GitHub - 1 maintainer
aiobotocore-mirror 0.0.4 💰
UNKNOWN
1 version - Latest release: over 10 years ago - 2 dependent repositories - 20 downloads last month - 1,425 stars on GitHub - 1 maintainer
s3transferf 0.6.0
An Amazon S3 Transfer Manager
1 version - Latest release: over 3 years ago - 240 stars on GitHub
Top 2.0% on pypi.org
s3transfer 0.19.2
An Amazon S3 Transfer Manager
63 versions - Latest release: 2 months ago - 263 dependent packages - 52,800 dependent repositories - 640 million downloads last month - 240 stars on GitHub - 1 maintainer
s3transferss 0.5.2
An Amazon S3 Transfer Manager
1 version - Latest release: over 3 years ago - 240 stars on GitHub
sops-binary 3.11.0
Simple and flexible tool for managing secrets
1 version - Latest release: 7 months ago - 97 downloads last month - 23,192 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
cloudsplaining 0.9.1
AWS IAM Security Assessment tool that identifies violations of least privilege and generates a ri...
53 versions - Latest release: 3 months ago - 9 dependent packages - 62 dependent repositories - 3.69 million downloads last month - 2,248 stars on GitHub - 2 maintainers
Top 1.9% on pypi.org
pulumi-aws 7.48.0
A Pulumi package for creating and managing Amazon Web Services (AWS) cloud resources.
1,945 versions - Latest release: 1 day ago - 19 dependent packages - 310 dependent repositories - 4.76 million downloads last month - 578 stars on GitHub - 1 maintainer
livekit-plugins-aws 1.8.3
LiveKit Agents Plugin for services from AWS
123 versions - Latest release: about 9 hours ago - 154 thousand downloads last month - 14,298 stars on GitHub - 1 maintainer
Top 1.1% on pypi.org
aws-cdk.aws-cognito 1.204.0
The CDK Construct Library for AWS::Cognito
258 versions - Latest release: over 3 years ago - 19 dependent packages - 134 dependent repositories - 94.5 thousand downloads last month - 11,624 stars on GitHub - 2 maintainers
ddb_single 0.7.0
Python DynamoDB interface, specialized in single-table design.
50 versions - Latest release: 2 months ago - 279 downloads last month - 2 stars on GitHub - 1 maintainer
Top 3.5% on pypi.org
aws-secretsmanager-caching 1.2.0
Client-side AWS Secrets Manager caching library
6 versions - Latest release: about 8 hours ago - 31 dependent packages - 48 dependent repositories - 2.26 million downloads last month - 146 stars on GitHub - 1 maintainer
Top 1.1% on pypi.org
aws-cdk.aws-lambda-python 1.204.0
The CDK Construct Library for AWS Lambda in Python
171 versions - Latest release: over 3 years ago - 4 dependent packages - 42 dependent repositories - 9.28 thousand downloads last month - 12,910 stars on GitHub - 2 maintainers
Top 1.3% on pypi.org
gluonts 0.17.0
Probabilistic time series modeling in Python.
114 versions - Latest release: about 2 months ago - 18 dependent packages - 77 dependent repositories - 287 thousand downloads last month - 5,234 stars on GitHub - 3 maintainers
Top 2.0% on pypi.org
aws-cdk.aws-neptune 1.204.0
The CDK Construct Library for AWS::Neptune
258 versions - Latest release: over 3 years ago - 2 dependent packages - 11 dependent repositories - 1.73 thousand downloads last month - 12,910 stars on GitHub - 2 maintainers
awstokensave 0.1
This script is for read the env file and then search for the aws temporary credentials after that...
1 version - Latest release: about 4 years ago - 17 downloads last month - 1 stars on GitHub - 1 maintainer
Top 1.7% on pypi.org
aws-cdk.aws-backup 1.204.0
The CDK Construct Library for AWS::Backup
241 versions - Latest release: over 3 years ago - 4 dependent packages - 17 dependent repositories - 3.79 thousand downloads last month - 12,910 stars on GitHub - 2 maintainers
ops-cli 2.4.1
Ops - wrapper for Terraform, Ansible, and SSH for cloud automation
40 versions - Latest release: 8 months ago - 1 dependent repositories - 234 downloads last month - 204 stars on GitHub - 1 maintainer
Top 7.4% on pypi.org
aws-cdk.aws-elasticloadbalancingv2-actions 1.204.0
Integration actions for AWS ElasticLoadBalancingV2
189 versions - Latest release: over 3 years ago - 1 dependent package - 1 dependent repositories - 449 downloads last month - 12,910 stars on GitHub - 2 maintainers
awslabs.kinesis-mcp-server 0.1.3
An AWS Labs Model Context Protocol (MCP) server for kinesis
4 versions - Latest release: 14 days ago - 32 downloads last month - 0 stars on GitHub - 2 maintainers
Top 1.3% on pypi.org
aws-cdk.aws-cloudfront-origins 1.204.0
The CDK Construct Library for AWS CloudFront Origins
171 versions - Latest release: over 3 years ago - 10 dependent packages - 24 dependent repositories - 2.26 thousand downloads last month - 12,910 stars on GitHub - 2 maintainers
Top 1.6% on pypi.org
sceptre 4.7.0
An AWS Cloud Provisioning Tool
60 versions - Latest release: 4 months ago - 7 dependent packages - 56 dependent repositories - 71.2 thousand downloads last month - 1,533 stars on GitHub - 1 maintainer
awslabs.code-doc-gen-mcp-server 1.0.10
An AWS Labs Model Context Protocol (MCP) server for code-doc-gen
11 versions - Latest release: 8 months ago - 2.58 thousand downloads last month - 9,709 stars on GitHub - 2 maintainers
awslabs.syntheticdata-mcp-server 1.0.15
An AWS Labs Model Context Protocol (MCP) server for syntheticdata
17 versions - Latest release: 6 months ago - 2.6 thousand downloads last month - 9,709 stars on GitHub - 2 maintainers
cloudcraft-mcp 0.1.6
Model Context Protocol (MCP) server for Cloudcraft.co — list, read, export, create, update, and d...
6 versions - Latest release: 2 months ago - 93 downloads last month - 0 stars on GitHub - 1 maintainer
boto3-pydantic-braket 1.0.2
Pydantic models for AWS Braket
3 versions - Latest release: over 1 year ago - 16 downloads last month - 12 stars on GitHub - 1 maintainer
boto3-pydantic-connect 1.0.2
Pydantic models for AWS Connect
3 versions - Latest release: over 1 year ago - 13 downloads last month - 12 stars on GitHub - 1 maintainer
Top 1.0% on pypi.org
aws-cdk.aws-sns-subscriptions 1.204.0
CDK Subscription Constructs for AWS SNS
250 versions - Latest release: over 3 years ago - 16 dependent packages - 147 dependent repositories - 83.1 thousand downloads last month - 12,910 stars on GitHub - 2 maintainers
iam-policy-autopilot 0.3.0
An open source Model Context Protocol (MCP) server and command-line tool that helps your AI codin...
12 versions - Latest release: about 1 month ago - 6.97 thousand downloads last month - 459 stars on GitHub - 1 maintainer
hsds 1.0.1 💰
Rest-based Web Service for HDF data
11 versions - Latest release: 13 days ago - 1 dependent package - 1 dependent repositories - 3.01 thousand downloads last month - 158 stars on GitHub - 2 maintainers
Top 9.3% on pypi.org
bot3o 1.26.68
The AWS SDK for Python
2 versions - Latest release: over 3 years ago - 9,907 stars on GitHub
awslabs.amazon-keyspaces-mcp-server 0.0.19
An Amazon Keyspaces (for Apache Cassandra) MCP server for interacting with Amazon Keyspaces and A...
18 versions - Latest release: 29 days ago - 3.3 thousand downloads last month - 9,709 stars on GitHub - 2 maintainers
fixinventorylib 4.2.0
Fix Inventory common library.
12 versions - Latest release: almost 2 years ago - 20 dependent packages - 382 downloads last month - 2,078 stars on GitHub - 1 maintainer
Top 1.4% on pypi.org
aws-cdk.aws-apigatewayv2-integrations 1.204.0
Integrations for AWS APIGateway V2
152 versions - Latest release: over 3 years ago - 3 dependent packages - 33 dependent repositories - 849 downloads last month - 12,910 stars on GitHub - 2 maintainers
Top 1.1% on pypi.org
certbot-dns-route53 5.8.0 💰
Route53 DNS Authenticator plugin for Certbot
116 versions - Latest release: 22 days ago - 2 dependent packages - 63 dependent repositories - 126 thousand downloads last month - 33,245 stars on GitHub - 4 maintainers
Top 1.9% on pypi.org
c7n-gcp 0.4.51
Cloud Custodian - Google Cloud Provider
64 versions - Latest release: 20 days ago - 1 dependent package - 20 dependent repositories - 31 thousand downloads last month - 6,068 stars on GitHub - 3 maintainers
Top 2.0% on pypi.org
sentinelhub 3.12.0
Python API for Sentinel Hub
70 versions - Latest release: 8 days ago - 11 dependent packages - 86 dependent repositories - 63.7 thousand downloads last month - 910 stars on GitHub - 6 maintainers
Top 0.9% on pypi.org
aws-cdk.aws-ssm 1.204.0
The CDK Construct Library for AWS::SSM
258 versions - Latest release: over 3 years ago - 22 dependent packages - 245 dependent repositories - 92.6 thousand downloads last month - 12,910 stars on GitHub - 2 maintainers
aws-resource-validator-rum 2.2.0
Pydantic v2 models for AWS rum, shipped as a PEP 420 namespace extension of aws-resource-validator.
5 versions - Latest release: 7 days ago - 77 downloads last month - 12 stars on GitHub - 1 maintainer
boto3-pydantic-networkmonitor 1.0.2
Pydantic models for AWS Networkmonitor
2 versions - Latest release: over 1 year ago - 11 downloads last month - 12 stars on GitHub - 1 maintainer
pulumi-duplocloud 0.12.18
A Pulumi provider for creating and managing DuploCloud infrastructure.
38 versions - Latest release: 13 days ago - 547 downloads last month - 0 stars on GitHub - 1 maintainer
Top 1.4% on pypi.org
aws-cdk.aws-iot 1.204.0
The CDK Construct Library for AWS::IoT
258 versions - Latest release: over 3 years ago - 9 dependent packages - 17 dependent repositories - 2.56 thousand downloads last month - 12,910 stars on GitHub - 2 maintainers
moto-improved-cognitoidentity 1.3 💰
A library that allows you to easily mock out tests based on AWS infrastructure.
3 versions - Latest release: over 3 years ago - 1 dependent repositories - 11 downloads last month - 8,670 stars on GitHub - 1 maintainer
agentcore-search-mcp 0.1.0
MCP server bridging Amazon Bedrock AgentCore Gateway WebSearch (SigV4) to any MCP client
1 version - Latest release: 3 months ago - 42 downloads last month - 48 stars on GitHub - 1 maintainer
Top 3.9% on pypi.org
aws-cdk.aws-healthlake 1.204.0
The CDK Construct Library for AWS::HealthLake
92 versions - Latest release: over 3 years ago - 1 dependent package - 2 dependent repositories - 1.14 thousand downloads last month - 12,910 stars on GitHub - 2 maintainers
Related Keywords
boto3 1,067 pydantic 853 python 791 cloud 470 infrastructure-as-code 432 s3 421 models 405 hacktoberfest 397 typescript 359 cloud-infrastructure 342 cli 337 lambda 311 gcp 302 azure 286 security 230 serverless 211 devops 211 cdk 211 mcp 201 ec2 179 dynamodb 165 ai 154 amazon 150 kubernetes 146 iam 142 cloudformation 141 python3 136 aws-lambda 134 terraform 129 bedrock 127 docker 122 infrastructure 120 llm 112 mcp-server 107 aws-cdk 102 machine-learning 96 modelcontextprotocol 94 mcp-client 92 mcp-clients 92 mcp-host 92 mcp-servers 92 mcp-tools 92 ecs 86 AWS 81 automation 79 compliance 74 sqs 74 backup 73 finops 71 boto 64 django 64 ssm 62 cloudwatch 62 database 62 storage 61 api 60 iac 60 claude 55 ssh 55 aws-cli 54 digitalocean 53 deployment 53 aws-s3 52 credentials 51 github 51 anthropic 51 testing 51 monitoring 49 analytics 49 fastapi 48 openai 45 eks 44 sagemaker 43 data-science 43 async 42 agents 42 slack 41 logging 41 secrets 41 api-gateway 40 sns 40 deep-learning 39 cost 39 management 39 etl 39 sql 39 flask 39 development 38 cloud-security 38 sso 38 cost-optimization 38 cloud-management 38 cspm 37 rds 37 google-cloud 37 aws-sdk 37 model-context-protocol 36 amazon-web-services 36 pandas 36 audit 35