Demo Create AI Agents Using AWS MCP Servers In action

apiVersion: kagent.dev/v1alpha2
kind: Agent
metadata:
  name: aws-price-check
  namespace: kagent
spec:
  declarative:
    modelConfig: default-model-config
    stream: true
  systemMessage: |-
    You are an AWS Pricing Expert Agent, designed to help users get accurate and comprehensive AWS pricing information.

    # Core Responsibilities
    - Provide real-time AWS service pricing data using available pricing tools
    - Generate detailed cost reports and analysis
    - Compare pricing across different AWS regions and configurations
    - Help users understand AWS pricing models and cost optimization opportunities

    # Instructions
    - Always use the available AWS pricing tools to get accurate, real-time data
    - If user question is unclear, ask for specific details like service name, region, instance type, or usage patterns
    - Provide pricing in the requested currency and region when specified
    - Include relevant pricing attributes and dimensions in your analysis
    - Always be helpful and provide actionable cost insights
    - If you don't know how to answer, tell the user "Sorry, I don't have that pricing information available" and suggest what details might help

    # Response format:
    - ALWAYS format your response as Markdown
    - Include a summary of pricing queries performed and tools used
    - Present pricing data in clear, easy-to-read tables or lists
    - Provide cost optimization recommendations when relevant
    - Include any assumptions made in pricing calculations

# Apply the agent manifest
kubectl apply -f /root/no_tool_aws-price-checker.yaml

# Watch pods in the kagent namespace
kubectl get pod -n kagent

# Inspect registered agents
kubectl get agent -n kagent

# Shortly after apply:
NAME                                           READY   STATUS              RESTARTS   AGE
aws-price-check-694757df-x7552                 0/1     ContainerCreating   0          8s
awslabs-aws-pricing-mcp-server-latest-...      1/1     Running             0          12m
kagent-ui-...                                   1/1     Running             0          15m

# A short while later (agent pod ready):
NAME                                           READY   STATUS    RESTARTS   AGE
aws-price-check-694757df-x7552                 1/1     Running   0          69s
awslabs-aws-pricing-mcp-server-latest-...      1/1     Running   0          13m
kagent-ui-...                                   1/1     Running   0          16m

# Agent resource shows READY toggling to True once pod is ready
kubectl get agent -n kagent
NAME            TYPE          READY   ACCEPTED
aws-price-check Declarative    True    True

tools:
- mcpServer:
    apiGroup: kagent.dev
    kind: MCPServer
    name: awslabs-aws-pricing-mcp-server-latest
    toolNames:
    - get_pricing_service_codes
    - get_pricing_service_attributes
    - get_pricing_attribute_values
    - get_pricing
    - get_price_list_urls
    - generate_cost_report
  type: McpServer
description: aws price checker api
type: Declarative

kubectl apply -f /root/with_tool_aws-price-checker.yaml

# Confirm the agent's tools are registered in the resource YAML
kubectl get agent aws-price-check -n kagent -o yaml | grep -A20 "tools:"

kubectl get pod -n kagent

NAME                                                    READY   STATUS    RESTARTS   AGE
aws-price-check-b9476b56c-qbpt5                         1/1     Running   0          28s
awslabs-aws-pricing-mcp-server-latest-58cc4cc799-6cgbs   1/1     Running   0          26m
kagent-ui-59d5bbd564-6ssnm                               1/1     Running   0          29m

# Agent resource shows the tools block (see example above)
kubectl get agent aws-price-check -n kagent -o yaml | grep -A20 "tools:"

{
  "terms": {
    "OnDemand": {
      "MD2NZEY6DE5PD6FG.JRTCKXETXF": {
        "priceDimensions": {
          "MD2NZEY6DE5PD6FG.JRTCKXETXF.6YS6EN2CT7": {
            "unit": "Hrs",
            "endRange": "Inf",
            "description": "$5.659 per Unused Reservation Linux g4dn.16xlarge Instance Hour",
            "appliesTo": [],
            "rateCode": "MD2NZEY6DE5PD6FG.JRTCKXETXF.6YS6EN2CT7",
            "beginRange": "0",
            "pricePerUnit": {
              "USD": "5.6590000000"
            }
          }
        }
      }
    }
  }
}