EXTENSIONS

Discover running AWS resources for cost estimation and inventory management.

Calculate AWS infrastructure costs from inventory data or planned specs.

Inspect VPC networking resources that commonly generate hidden costs:

AWS Bedrock token usage monitoring — multi-account fan-out scanning of

Unified cross-provider AI token usage monitoring — workflow, model, and

AWS Pricing API model for looking up service costs.

Query AWS Cost Explorer for actual spend analysis by service, usage type,

AWS cost audit workflow — identifies infrastructure waste by combining

GCP Vertex AI token usage monitoring — multi-project scanning of

GPU inference cost projection across cloud, rental, and capex scenarios.

Azure OpenAI / AI Services token usage monitoring — multi-subscription

Azure infrastructure management via az CLI — 43 model types covering compute, networking, data, security, RBAC, Azure Policy, Defender for Cloud, Entra directory, monitoring, DNS, DevOps, Azure AI Foundry (accounts, model deployments, projects, quota), AI Search, Cosmos DB, PostgreSQL Flexible Server, Static Web Apps, Service Bus, Event Grid, Recovery Services, Log Analytics, subscription-wide topology with Mermaid diagrams and cost estimation, actual-spend cost analysis and waste auditing via Cost Management/Resource Graph/Advisor, and the Azure AI Vision Face REST API for identity-aware room services.

Workflow-scope report that normalizes running and reserved RDS capacity into

Lists every running RDS DB instance (Aurora cluster members AND standalone

Format AWS cost estimates into readable reports with breakdowns and recommendations.

OpenAI platform usage and cost reporting via the Organization Usage API — daily and total completion token counts and USD spend, month-to-date by default. Vault-based Admin API key (the api.usage.read scope is required; a standard project key cannot read usage).