naftiko: 1.0.0-alpha2
info:
  label: Turbonomic Resource Optimization
  description: Workflow capability for automated resource optimization using IBM Turbonomic. Combines entity management, action
    automation, group scoping, and policy control to enable cloud architects and platform engineers to right-size workloads,
    reduce cloud costs, and maintain application performance across hybrid environments. Supports AI-assisted action analysis
    and bulk action execution via MCP.
  tags:
  - Application Resource Management
  - Cloud Cost Optimization
  - IBM
  - Multi-Cloud
  - Resource Optimization
  - Workload Automation
  created: '2026-05-03'
  modified: '2026-05-06'
binds:
- namespace: env
  keys:
    TURBONOMIC_BEARER_TOKEN: TURBONOMIC_BEARER_TOKEN
capability:
  consumes:
  - type: http
    namespace: turbonomic
    baseUri: https://{turbonomic_host}/api/v3
    description: IBM Turbonomic Application Resource Management REST API
    authentication:
      type: bearer
      token: '{{TURBONOMIC_BEARER_TOKEN}}'
    resources:
    - name: entities
      path: /entities
      description: Managed entities including VMs, containers, and applications
      operations:
      - name: get-entities
        method: GET
        description: Retrieve all entities in the Turbonomic environment
        inputParameters:
        - name: entity_type
          in: query
          type: string
          required: false
          description: Filter by entity type (VirtualMachine, Container, Application)
        - name: limit
          in: query
          type: integer
          required: false
          description: Maximum number of entities to return
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: entity-by-uuid
      path: /entities/{uuid}
      description: Single entity by UUID
      operations:
      - name: get-entity-by-uuid
        method: GET
        description: Retrieve a specific entity by its unique identifier
        inputParameters:
        - name: uuid
          in: path
          type: string
          required: true
          description: The unique identifier of the entity
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: entity-actions
      path: /entities/{uuid}/actions
      description: Optimization actions for a specific entity
      operations:
      - name: get-entity-actions
        method: GET
        description: Retrieve pending optimization actions for a specific entity
        inputParameters:
        - name: uuid
          in: path
          type: string
          required: true
          description: The unique identifier of the entity
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: entity-stats
      path: /entities/{uuid}/stats
      description: Resource utilization statistics for an entity
      operations:
      - name: get-entity-stats
        method: GET
        description: Retrieve historical and projected resource statistics for an entity
        inputParameters:
        - name: uuid
          in: path
          type: string
          required: true
          description: The unique identifier of the entity
        - name: start_date
          in: query
          type: string
          required: false
          description: Start date for statistics (ISO 8601)
        - name: end_date
          in: query
          type: string
          required: false
          description: End date for statistics (ISO 8601)
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: markets
      path: /markets
      description: Turbonomic markets for environment state projections
      operations:
      - name: get-markets
        method: GET
        description: Retrieve all Turbonomic markets
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: market-actions
      path: /markets/{uuid}/actions
      description: Optimization actions pending in a market
      operations:
      - name: get-market-actions
        method: GET
        description: Retrieve all pending optimization actions for a market
        inputParameters:
        - name: uuid
          in: path
          type: string
          required: true
          description: Market UUID (use 'Market' for realtime)
        - name: ascending
          in: query
          type: boolean
          required: false
          description: Sort order for results
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: actions
      path: /actions/{uuid}
      description: Individual optimization actions
      operations:
      - name: get-action-by-uuid
        method: GET
        description: Retrieve or execute a specific optimization action
        inputParameters:
        - name: uuid
          in: path
          type: string
          required: true
          description: The unique identifier of the action
        - name: accept
          in: query
          type: boolean
          required: false
          description: If true, execute this action
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: groups
      path: /groups
      description: Logical entity groups
      operations:
      - name: get-groups
        method: GET
        description: Retrieve all entity groups
        inputParameters:
        - name: group_type
          in: query
          type: string
          required: false
          description: Filter by group type
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: create-group
        method: POST
        description: Create a new entity group
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        body:
          type: json
          data:
            displayName: '{{tools.displayName}}'
            groupType: '{{tools.groupType}}'
            isStatic: '{{tools.isStatic}}'
    - name: group-by-uuid
      path: /groups/{uuid}
      description: Single entity group by UUID
      operations:
      - name: get-group-by-uuid
        method: GET
        description: Retrieve a specific entity group
        inputParameters:
        - name: uuid
          in: path
          type: string
          required: true
          description: The unique identifier of the group
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: delete-group
        method: DELETE
        description: Delete an entity group
        inputParameters:
        - name: uuid
          in: path
          type: string
          required: true
          description: The unique identifier of the group
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: policies
      path: /policies
      description: Automation and placement policies
      operations:
      - name: get-policies
        method: GET
        description: Retrieve all automation and placement policies
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: create-policy
        method: POST
        description: Create a new automation or placement policy
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        body:
          type: json
          data:
            displayName: '{{tools.displayName}}'
            policyType: '{{tools.policyType}}'
            enabled: '{{tools.enabled}}'
    - name: targets
      path: /targets
      description: Discovery targets connected to Turbonomic
      operations:
      - name: get-targets
        method: GET
        description: Retrieve all discovery targets
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: templates
      path: /templates
      description: Resource and hardware templates
      operations:
      - name: get-templates
        method: GET
        description: Retrieve all resource and hardware templates
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: create-template
        method: POST
        description: Create a new resource or hardware template
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        body:
          type: json
          data:
            displayName: '{{tools.displayName}}'
            className: '{{tools.className}}'
    - name: stats
      path: /stats
      description: Aggregated environment statistics
      operations:
      - name: get-stats
        method: POST
        description: Retrieve aggregated statistics for entities matching criteria
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        body:
          type: json
          data:
            statistics: '{{tools.statistics}}'
    - name: topology
      path: /topology
      description: Infrastructure topology and supply chain definitions
      operations:
      - name: get-topology
        method: GET
        description: Retrieve topology definitions and infrastructure relationships
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
  exposes:
  - type: rest
    port: 8080
    namespace: resource-optimization-api
    description: Unified REST API for Turbonomic resource optimization workflows.
    resources:
    - path: /v1/entities
      name: entities
      description: Managed infrastructure entities
      operations:
      - method: GET
        name: get-entities
        description: List all managed entities with optional type filtering
        call: turbonomic.get-entities
        with:
          entity_type: rest.entity_type
          limit: rest.limit
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/entities/{uuid}
      name: entity
      description: Single entity details
      operations:
      - method: GET
        name: get-entity
        description: Get entity details by UUID
        call: turbonomic.get-entity-by-uuid
        with:
          uuid: rest.uuid
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/entities/{uuid}/actions
      name: entity-actions
      description: Optimization actions for a specific entity
      operations:
      - method: GET
        name: get-entity-actions
        description: Get pending optimization actions for an entity
        call: turbonomic.get-entity-actions
        with:
          uuid: rest.uuid
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/entities/{uuid}/stats
      name: entity-stats
      description: Resource utilization statistics
      operations:
      - method: GET
        name: get-entity-stats
        description: Get resource utilization statistics for an entity
        call: turbonomic.get-entity-stats
        with:
          uuid: rest.uuid
          start_date: rest.start_date
          end_date: rest.end_date
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/actions
      name: actions
      description: Pending optimization actions from the realtime market
      operations:
      - method: GET
        name: get-actions
        description: Get all pending optimization actions
        call: turbonomic.get-market-actions
        with:
          uuid: Market
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/actions/{uuid}
      name: action
      description: Single optimization action
      operations:
      - method: GET
        name: get-action
        description: Get or execute a specific optimization action
        call: turbonomic.get-action-by-uuid
        with:
          uuid: rest.uuid
          accept: rest.accept
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/groups
      name: groups
      description: Entity groups for scoped management
      operations:
      - method: GET
        name: get-groups
        description: List all entity groups
        call: turbonomic.get-groups
        outputParameters:
        - type: object
          mapping: $.
      - method: POST
        name: create-group
        description: Create a new entity group
        call: turbonomic.create-group
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/policies
      name: policies
      description: Automation and placement policies
      operations:
      - method: GET
        name: get-policies
        description: List all automation policies
        call: turbonomic.get-policies
        outputParameters:
        - type: object
          mapping: $.
      - method: POST
        name: create-policy
        description: Create a new automation policy
        call: turbonomic.create-policy
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/targets
      name: targets
      description: Discovery targets and integrations
      operations:
      - method: GET
        name: get-targets
        description: List all discovery targets
        call: turbonomic.get-targets
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/templates
      name: templates
      description: Resource and hardware templates
      operations:
      - method: GET
        name: get-templates
        description: List all resource templates
        call: turbonomic.get-templates
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/topology
      name: topology
      description: Infrastructure topology and supply chains
      operations:
      - method: GET
        name: get-topology
        description: Get infrastructure topology definitions
        call: turbonomic.get-topology
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    port: 9080
    namespace: resource-optimization-mcp
    transport: http
    description: MCP server for AI-assisted Turbonomic resource optimization and action management.
    tools:
    - name: list-entities
      description: List managed infrastructure entities (VMs, containers, applications) in Turbonomic
      hints:
        readOnly: true
        openWorld: true
      call: turbonomic.get-entities
      with:
        entity_type: tools.entity_type
        limit: tools.limit
      outputParameters:
      - type: object
        mapping: $.
    - name: get-entity
      description: Get details for a specific managed entity by UUID
      hints:
        readOnly: true
        openWorld: false
      call: turbonomic.get-entity-by-uuid
      with:
        uuid: tools.uuid
      outputParameters:
      - type: object
        mapping: $.
    - name: list-pending-actions
      description: List all pending AI-recommended optimization actions from the realtime market
      hints:
        readOnly: true
        openWorld: true
      call: turbonomic.get-market-actions
      with:
        uuid: Market
      outputParameters:
      - type: object
        mapping: $.
    - name: get-entity-actions
      description: Get optimization actions recommended for a specific entity
      hints:
        readOnly: true
        openWorld: false
      call: turbonomic.get-entity-actions
      with:
        uuid: tools.uuid
      outputParameters:
      - type: object
        mapping: $.
    - name: execute-action
      description: Execute a specific Turbonomic optimization action to right-size or move a workload
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: turbonomic.get-action-by-uuid
      with:
        uuid: tools.uuid
        accept: 'true'
      outputParameters:
      - type: object
        mapping: $.
    - name: get-entity-stats
      description: Get historical CPU, memory, and storage utilization statistics for an entity
      hints:
        readOnly: true
        openWorld: false
      call: turbonomic.get-entity-stats
      with:
        uuid: tools.uuid
        start_date: tools.start_date
        end_date: tools.end_date
      outputParameters:
      - type: object
        mapping: $.
    - name: list-groups
      description: List entity groups used for scoped policy and reporting in Turbonomic
      hints:
        readOnly: true
        openWorld: true
      call: turbonomic.get-groups
      with:
        group_type: tools.group_type
      outputParameters:
      - type: object
        mapping: $.
    - name: create-group
      description: Create a new entity group for targeted policy application or cost reporting
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: turbonomic.create-group
      with:
        displayName: tools.displayName
        groupType: tools.groupType
      outputParameters:
      - type: object
        mapping: $.
    - name: delete-group
      description: Delete an entity group from Turbonomic
      hints:
        readOnly: false
        destructive: true
        idempotent: true
      call: turbonomic.delete-group
      with:
        uuid: tools.uuid
      outputParameters:
      - type: object
        mapping: $.
    - name: list-policies
      description: List automation and placement policies governing Turbonomic action execution
      hints:
        readOnly: true
        openWorld: true
      call: turbonomic.get-policies
      outputParameters:
      - type: object
        mapping: $.
    - name: create-policy
      description: Create a new automation policy to control how Turbonomic executes actions
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: turbonomic.create-policy
      with:
        displayName: tools.displayName
        policyType: tools.policyType
        enabled: tools.enabled
      outputParameters:
      - type: object
        mapping: $.
    - name: list-targets
      description: List all discovery targets (cloud accounts, hypervisors, Kubernetes clusters)
      hints:
        readOnly: true
        openWorld: true
      call: turbonomic.get-targets
      outputParameters:
      - type: object
        mapping: $.
    - name: list-templates
      description: List resource and hardware templates for capacity planning
      hints:
        readOnly: true
        openWorld: true
      call: turbonomic.get-templates
      outputParameters:
      - type: object
        mapping: $.
    - name: get-topology
      description: Get infrastructure topology and supply chain relationships
      hints:
        readOnly: true
        openWorld: true
      call: turbonomic.get-topology
      outputParameters:
      - type: object
        mapping: $.