Install any skill in seconds. Free to start, no credit card required.
Get Started Free →AWS Cost Explorer — spending analysis, service breakdowns, forecasts, cost anomalies. Use when analyzing AWS spending, investigating cost spikes, reviewing network cost drivers like NAT Gateway, or forecasting next month's bill.
.claude/skills/automateyournetwork-aws-cost-ops/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-08 | ✗→✓ | ▲ Improved | -48% | 0% |
| case-03 | ✓→✓ | = Same ✓ | 57% | 0% |
| case-04 | ✓→✓ | = Same ✓ | 71% | 0% |
| case-05 | ✓→✓ | = Same ✓ | 36% | 0% |
| case-06 | ✓→✓ | = Same ✓ | 27% | 0% |
uvx awslabs.cost-explorer-mcp-server@latest (stdio transport)AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY, AWS_REGION (or AWS_PROFILE)When a user asks "how much is our AWS network costing?":
When investigating unexpected charges:
For regular FinOps review:
| Service | Cost Component | Typical Driver | |---------|---------------|----------------| | NAT Gateway | Data processing | $0.045/GB — largest network cost for most | | NAT Gateway | Hourly charge | $0.045/hr per NAT GW | | Transit Gateway | Data processing | $0.02/GB per attachment | | Transit Gateway | Hourly charge | $0.05/hr per attachment | | VPN | Hourly charge | $0.05/hr per VPN connection | | VPN | Data transfer | $0.09/GB outbound | | ELB (ALB) | Hourly + LCU | $0.0225/hr + LCU charges | | ELB (NLB) | Hourly + NLCU | $0.0225/hr + NLCU charges | | Direct Connect | Port hours | $0.03-$0.30/hr depending on speed | | Data Transfer | Cross-AZ | $0.01/GB each direction | | Data Transfer | Cross-Region | $0.02/GB | | Data Transfer | Internet out | $0.09/GB (first 10TB) |
| Finding | Recommendation | |---------|---------------| | High NAT GW data processing | Use VPC endpoints for S3/DynamoDB (free) | | Multiple NAT GWs per AZ | Consolidate if traffic allows | | Idle VPN connections | Delete unused VPN tunnels | | Cross-AZ traffic | Co-locate resources in same AZ where possible | | Oversized ELB | Right-size based on actual LCU/NLCU usage | | Unused EIPs | Release unattached Elastic IPs ($0.005/hr) |
AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY, AWS_REGION (or AWS_PROFILE)Other measured skills in the registry, with their headline benchmark lift.