mcp/aks repository overview

⁠Azure Kubernetes Service (AKS) MCP Server

Azure Kubernetes Service (AKS) official MCP server.

What is an MCP Server?⁠

⁠MCP Info

⁠Image Building Info

⁠Available Tools (15)

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⁠Tools Details

⁠Tool: az_advisor_recommendation

Retrieve and manage Azure Advisor recommendations for AKS clusters

This tool may perform destructive updates.

This tool interacts with external entities.

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⁠Tool: az_aks_operations

Unified tool for managing Azure Kubernetes Service (AKS) clusters and related operations.

Supported operations:

• Cluster: show, list, get-versions, check-network
• Nodepool: nodepool-list, nodepool-show
• Account: account-list

Examples:

• Show cluster: operation="show", args="--name myCluster --resource-group myRG"
• List nodepools: operation="nodepool-list", args="--cluster-name myCluster --resource-group myRG" Parameters|Type|Description -|-|- args|string|Arguments for the operation operation|string|The operation to perform resource_type|string optional|The resource type (cluster, nodepool, account). Can be inferred from operation.

This tool may perform destructive updates.

This tool interacts with external entities.

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⁠Tool: az_compute_operations

Unified tool for managing Azure Virtual Machines (VMs) and Virtual Machine Scale Sets (VMSS) using Azure CLI.

IMPORTANT: VM/VMSS resources are managed by AKS. Write operations should be used carefully and only for debugging purposes.

Use resource_type="vm" for single virtual machines or resource_type="vmss" for virtual machine scale sets.

Available operation values:

• show: Get details of a VM/VMSS
• list: List VMs/VMSS in subscription or resource group
• get-instance-view: Get runtime status

EXAMPLES: List VMSS: operation="list", resource_type="vmss", args="--resource-group myRG" Show VMSS: operation="show", resource_type="vmss", args="--name myVMSS --resource-group myRG" List VMs: operation="list", resource_type="vm", args="--resource-group myRG"

This tool may perform destructive updates.

This tool interacts with external entities.

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⁠Tool: az_fleet

Run Azure Kubernetes Service Fleet management commands.

Available operations and resources:

• fleet: list, show, create, update, delete, get-credentials
• member: list, show, create, update, delete
• updaterun: list, show, create, start, stop, delete
• updatestrategy: list, show, create, delete
• clusterresourceplacement: list, show, get, create, delete (Kubernetes CRD operations)

Examples:

• List fleets: operation='list', resource='fleet', args='--resource-group myRG'
• Show fleet: operation='show', resource='fleet', args='--name myFleet --resource-group myRG'
• Get fleet credentials: operation='get-credentials', resource='fleet', args='--name myFleet --resource-group myRG'
• Create member: operation='create', resource='member', args='--name myMember --fleet-name myFleet --resource-group myRG --member-cluster-id /subscriptions/.../myCluster'
• Create clusterresourceplacement: operation='create', resource='clusterresourceplacement', args='--name nginx --selector app=nginx --policy PickAll'
• List clusterresourceplacements: operation='list', resource='clusterresourceplacement', args='' Parameters|Type|Description -|-|- args|string|Additional arguments for the command (e.g., '--name myFleet --resource-group myRG') operation|string|The operation to perform. Valid values: list, show, create, update, delete, start, stop, get-credentials resource|string|The resource type to operate on. Valid values: fleet, member, updaterun, updatestrategy, clusterresourceplacement

This tool may perform destructive updates.

This tool interacts with external entities.

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⁠Tool: az_monitoring

Unified tool for Azure monitoring and diagnostics operations for AKS clusters.

Supported Operations:

1. Metrics - Query Azure Monitor metrics for AKS clusters and nodes

   • list: Get metric values for specific metrics
   • list-definitions: Get available metrics for a resource
   • list-namespaces: Get metric namespaces for a resource

   Use for: CPU usage, memory consumption, network traffic, pod counts, node health Required parameters: resource (Azure resource ID) Additional for 'list': metrics (metric names) Optional: aggregation, start-time, end-time, interval, filter

2. Resource Health - Get Azure Resource Health events for AKS clusters Use for: Cluster availability issues, platform problems, service health events Required parameters: subscription_id, resource_group, cluster_name, start_time Optional: end_time, status (Available, Unavailable, Degraded, Unknown)

3. Application Insights - Execute KQL queries against Application Insights telemetry Use for: Application performance monitoring, custom telemetry analysis, trace correlation Required parameters: subscription_id, resource_group, app_insights_name, query Optional: start_time + end_time OR timespan (not both)

4. Diagnostics - Check AKS cluster diagnostic settings configuration Use for: Verify logging is enabled, check log retention, validate diagnostic configuration Required parameters: subscription_id, resource_group, cluster_name

5. Control Plane Logs - Query AKS control plane logs Supported log categories:

   • kube-apiserver
   • kube-audit
   • kube-audit-admin
   • kube-controller-manager
   • kube-scheduler
   • cluster-autoscaler
   • cloud-controller-manager
   • guard (for authentication/authorization issues)
   • csi-azuredisk-controller
   • csi-azurefile-controller
   • csi-snapshot-controller
   • fleet-member-agent
   • fleet-member-net-controller-manager
   • fleet-mcs-controller-manager PLEASE NOTE: you need to check if the category is enabled in your cluster's diagnostic settings by using the diagnostics tool.

Use This Tool When You Need To:

• Monitor cluster or other azure resource performance and usage (use metrics)
• Check cluster availability and platform health (use resource_health)
• Analyze application telemetry and performance (use app_insights)
• Verify diagnostic logging configuration (use diagnostics)
• Debug Kubernetes API server issues (use control_plane_logs with kube-apiserver)
• Investigate authentication/authorization problems (use control_plane_logs with kube-audit, guard)
• Troubleshoot pod scheduling issues (use control_plane_logs with kube-scheduler)
• Check storage-related problems (use control_plane_logs with csi-azuredisk-controller, csi-azurefile-controller)
• Analyze cluster scaling behavior (use control_plane_logs with cluster-autoscaler)
• Review security audit events (use control_plane_logs with kube-audit, kube-audit-admin)

Examples:

metrics:

• Get CPU usage: operation="metrics", query_type="list", parameters="{"resource":"/subscriptions/sub-id/resourceGroups/rg/providers/Microsoft.ContainerService/managedClusters/cluster", "metrics":"node_cpu_usage_percentage", "aggregation":"Average", "start-time":"", "end-time":""}"
• List available metrics: operation="metrics", query_type="list-definitions", parameters="{"resource":"/subscriptions/sub-id/resourceGroups/rg/providers/Microsoft.ContainerService/managedClusters/cluster"}"

resource_health:

• Check recent cluster health: operation="resource_health", subscription_id="", resource_group="", cluster_name="", parameters="{"start_time":""}"

app_insights:

• Query request telemetry: operation="app_insights", subscription_id="", resource_group="", parameters="{"app_insights_name":"myapp-insights", "query":"requests | where timestamp > ago(1h) | summarize count() by bin(timestamp, 5m)"}"
• Analyze exceptions: operation="app_insights", subscription_id="", resource_group="", parameters="{"app_insights_name":"myapp-insights", "query":"exceptions | where timestamp > ago(24h) | summarize count() by type, bin(timestamp, 1h)"}"
• Performance with timespan: operation="app_insights", subscription_id="", resource_group="", parameters="{"app_insights_name":"myapp-insights", "query":"performanceCounters | where category == 'Processor' | summarize avg(value) by bin(timestamp, 5m)", "timespan":"PT1H"}"

diagnostics:

• Verify diagnostic settings: operation="diagnostics", subscription_id="", resource_group="", cluster_name="", parameters="{}"

control_plane_logs:

• Query API server logs: operation="control_plane_logs", subscription_id="", resource_group="", cluster_name="", parameters="{"log_category":"kube-apiserver", "start_time":"", "end_time":"", "max_records":"50"}"
• Debug authentication issues: operation="control_plane_logs", subscription_id="", resource_group="", cluster_name="", parameters="{"log_category":"guard", "start_time":"", "end_time":"", "max_records":"100"}"
• Analyze audit events: operation="control_plane_logs", subscription_id="", resource_group="", cluster_name="", parameters="{"log_category":"kube-audit", "log_level":"error", "start_time":"", "end_time":"", "max_records":"50"}" Parameters|Type|Description -|-|- operation|string|The monitoring operation to perform: 'metrics' (CPU/memory/network), 'resource_health' (cluster availability), 'app_insights' (telemetry analysis), 'diagnostics' (logging config), 'control_plane_logs' (Kubernetes logs like kube-apiserver, kube-audit, guard, etc.) parameters|string|JSON string with operation parameters. metrics: resource (required), metrics (required for 'list' query_type), aggregation/start-time/end-time/interval/filter (optional). resource_health: start_time, end_time, status. app_insights: app_insights_name, query, start_time/end_time OR timespan (optional). diagnostics: none required. control_plane_logs: log_category (kube-apiserver/kube-audit/guard/etc), start_time, end_time, max_records, log_level cluster_name|string optional|AKS cluster name (required for resource_health, diagnostics, control_plane_logs) query_type|string optional|For metrics operations only: 'list' (get metric values), 'list-definitions' (available metrics), 'list-namespaces' (metric categories) resource_group|string optional|Resource group name (required for resource_health, app_insights, diagnostics, control_plane_logs) subscription_id|string optional|Azure subscription ID (required for resource_health, app_insights, diagnostics, control_plane_logs)

This tool may perform destructive updates.

This tool interacts with external entities.

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⁠Tool: az_network_resources

Unified tool for getting Azure network resource information used by AKS clusters.

Supported resource types:

• all: Get information about all network resources
• vnet: Get Virtual Network information
• nsg: Get Network Security Group information
• route_table: Get Route Table information
• subnet: Get Subnet information
• load_balancer: Get Load Balancer information
• private_endpoint: Get Private Endpoint information (private clusters only)

Examples:

• Get all network resources: resource_type="all"
• Get VNet info: resource_type="vnet"
• Get NSG info: resource_type="nsg" Parameters|Type|Description -|-|- cluster_name|string|Name of the AKS cluster resource_group|string|Azure Resource Group containing the AKS cluster resource_type|string|The type of network resource to query subscription_id|string|Azure Subscription ID filters|string optional|Optional filters for the query

This tool may perform destructive updates.

This tool interacts with external entities.

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⁠Tool: get_aks_vmss_info

Get detailed VMSS configuration for a specific node pool or all node pools in the AKS cluster (provides low-level VMSS settings not available in az aks nodepool show). Leave node_pool_name empty to get info for all node pools.

This tool may perform destructive updates.

This tool interacts with external entities.

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⁠Tool: inspektor_gadget_observability

Real-time observability tool for Azure Kubernetes Service (AKS) clusters, allowing users to manage gadgets for monitoring and debugging

Apart from 'action' param:

It supports 'action_params' (type=object) to specify parameters for the action.Available params are: gadget_name, duration, gadget_id, chart_version. Available Gadget names are: observe_dns, observe_tcp, observe_file_open, observe_process_execution, observe_signal, observe_system_calls, top_file, top_tcp, tcpdump. Example: {'action': 'run', 'action_params': {'gadget_name': 'observe_dns', 'duration': 10}}

It supports 'filter_params' (type=object) to filter the data captured by the gadget. Available params are: namespace, pod, container, selector,observe_signal.signal, observe_dns.nameserver, observe_dns.minimum_latency, observe_dns.response_code, observe_dns.unsuccessful_only, observe_tcp.destination_port, observe_tcp.event_type, observe_file_open.path, observe_dns.name, observe_file_open.unsuccessful_only, observe_process_execution.command, observe_system_calls.syscall, top_tcp.max_entries, tcpdump.pcap-filter, observe_tcp.unsuccessful_only, observe_tcp.source_port, top_file.max_entries. Example: {'action': 'run', 'filter_params': {'namespace': 'default', 'selector': 'app=myapp', 'observe_dns.unsuccessful_only': true}}

This tool may perform destructive updates.

This tool interacts with external entities.

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⁠Tool: kubectl_cluster

Get information about the Kubernetes cluster and API.

Available operations:

• cluster-info: Display cluster information
• api-resources: Print supported API resources
• api-versions: Print supported API versions
• explain: Get documentation for a resource

Examples:

• Cluster info: operation='cluster-info', resource='', args=''
• Cluster info dump: operation='cluster-info', resource='dump', args=''
• List resources: operation='api-resources', resource='', args=''
• Namespaced resources: operation='api-resources', resource='', args='--namespaced=true'
• Non-namespaced resources: operation='api-resources', resource='', args='--namespaced=false'
• Resources by group: operation='api-resources', resource='', args='--api-group=rbac.authorization.k8s.io'
• API versions: operation='api-versions', resource='', args=''
• Explain pod: operation='explain', resource='pods', args=''
• Explain field: operation='explain', resource='pods.spec.containers', args=''
• Explain with version: operation='explain', resource='deployments', args='--api-version=apps/v1' Parameters|Type|Description -|-|- args|string|Additional flags and options operation|string|The operation to perform: cluster-info, api-resources, api-versions, explain resource|string|The resource type for explain operation, or empty string '' for cluster-info/api-resources/api-versions

This tool may perform destructive updates.

This tool interacts with external entities.

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⁠Tool: kubectl_config

Work with Kubernetes configurations (read-only).

Available operations:

• diff: Diff the live version against what would be applied
• auth: Inspect authorization (can-i)
• config: View kubectl configuration contexts (read-only)

Config operations (read-only):

• current-context: Display the current context
• get-contexts: Describe one or many contexts

Examples:

• Diff config: operation='diff', resource='', args='-f pod.json'
• Check auth: operation='auth', resource='can-i', args='create pods --all-namespaces'
• Get current context: operation='config', resource='current-context', args=''
• List contexts: operation='config', resource='get-contexts', args='' Parameters|Type|Description -|-|- args|string|Operation-specific arguments operation|string|The operation to perform: diff, auth, config resource|string|Subcommand for auth/certificate/config operations, or empty string '' for diff operation

This tool may perform destructive updates.

This tool interacts with external entities.

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⁠Tool: kubectl_diagnostics

Diagnose and debug Kubernetes resources.

Available operations:

• logs: Print logs for a container in a pod
• events: Display events
• top: Display resource usage (CPU/Memory)
• exec: Execute a command in a container
• cp: Copy files to/from containers

Examples:

• Logs for default container: operation='logs', resource='', args='nginx'
• Logs for specific container: operation='logs', resource='', args='nginx -c ruby-container'
• Logs with selector: operation='logs', resource='', args='-l app=nginx --all-containers=true'
• Get events: operation='events', resource='', args='--all-namespaces'
• Get events namespace: operation='events', resource='', args='-n default'
• Top pods: operation='top', resource='pod', args=''
• Top nodes: operation='top', resource='node', args=''
• Top with containers: operation='top', resource='pod', args='POD_NAME --containers'
• Exec command: operation='exec', resource='', args='mypod -n NAMESPACE -- date'
• Copy to pod: operation='cp', resource='', args='/tmp/foo_dir some-pod:/tmp/bar_dir'
• Copy from pod: operation='cp', resource='', args='some-namespace/some-pod:/tmp/foo /tmp/bar'
• Copy with container: operation='cp', resource='', args='/tmp/foo some-pod:/tmp/bar -c specific-container' Parameters|Type|Description -|-|- args|string|Resource names and operation-specific flags operation|string|The operation to perform: logs, events, top, exec, cp resource|string|The resource type: 'node'/'pod' for top, empty string '' for logs/events/exec/cp

This tool may perform destructive updates.

This tool interacts with external entities.

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⁠Tool: kubectl_resources

View Kubernetes resources with read-only operations.

Available operations:

• get: Display one or many resources
• describe: Show detailed information about resources

Common resources: pods, deployments, services, configmaps, secrets, namespaces, etc.

Examples:

• Get pods: operation='get', resource='pods', args='-n default'
• Get specific pod: operation='get', resource='pods', args='nginx-pod -n default'
• Get with selector: operation='get', resource='pods', args='-l app=nginx'
• Get all namespaces: operation='get', resource='pods', args='--all-namespaces'
• Describe deployment: operation='describe', resource='deployment', args='myapp -n production'
• Describe all pods: operation='describe', resource='pods', args=''
• Describe with selector: operation='describe', resource='pods', args='-l name=myLabel' Parameters|Type|Description -|-|- args|string|Additional arguments like resource names, namespaces, and flags operation|string|The operation to perform: get, describe resource|string|The resource type (e.g., pods, deployments, services) or empty string '' for file-based operations (create -f, apply -f, patch -f, replace -f, delete -f)

This tool may perform destructive updates.

This tool interacts with external entities.

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⁠Tool: list_detectors

List all available AKS cluster detectors

This tool may perform destructive updates.

This tool interacts with external entities.

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⁠Tool: run_detector

Run a specific AKS detector

This tool may perform destructive updates.

This tool interacts with external entities.

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⁠Tool: run_detectors_by_category

Run all detectors in a specific category

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