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Get Started Free →AWS CloudWatch monitoring — metrics, alarms, log queries, VPC flow log analysis, network performance. Use when checking AWS alarms, analyzing VPC flow logs, investigating network latency, or monitoring VPN and NAT Gateway metrics.
.claude/skills/automateyournetwork-aws-cloud-monitoring/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 72% | 0% |
| case-12 | ✗→✓ | ▲ Improved | -43% | 0% |
| case-14 | ✗→✓ | ▲ Improved | 0% | 0% |
| case-19 | ✗→✓ | ▲ Improved | -32% | 0% |
| case-10 | ✓→✗ | ▼ Worse | 10% | 0% |
uvx awslabs.cloudwatch-mcp-server@latest (stdio transport)AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY, AWS_REGION (or AWS_PROFILE)When a user asks "how is our AWS network performing?":
When investigating traffic patterns or security events:
| Service | Metric | What It Tells You | |---------|--------|-------------------| | VPN | TunnelState | 0=down, 1=up for each tunnel | | VPN | TunnelDataIn/Out | Bytes through each VPN tunnel | | NAT GW | ActiveConnectionCount | Active NAT connections | | NAT GW | PacketsDropCount | Packets dropped (capacity issue) | | NAT GW | BytesProcessed | Traffic volume through NAT | | TGW | BytesIn/BytesOut | Traffic per TGW attachment | | TGW | PacketDropCountBlackhole | Blackhole route drops | | ELB | HealthyHostCount | Healthy targets behind ALB/NLB | | ELB | TargetResponseTime | Backend latency | | EC2 | NetworkIn/NetworkOut | Instance network throughput | | EC2 | NetworkPacketsIn/Out | Instance packet rate |
# Top rejected connections in last hour
fields @timestamp, srcAddr, dstAddr, dstPort, action
| filter action = "REJECT"
| stats count() as rejections by srcAddr, dstAddr, dstPort
| sort rejections desc
| limit 20
# Traffic from specific source
fields @timestamp, srcAddr, dstAddr, dstPort, bytes, action
| filter srcAddr = "10.0.1.50"
| sort @timestamp desc
# Top talkers by bytes
fields srcAddr, dstAddr, bytes
| stats sum(bytes) as totalBytes by srcAddr, dstAddr
| sort totalBytes desc
| limit 10AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY, AWS_REGION (or AWS_PROFILE)Other measured skills in the registry, with their headline benchmark lift.