Connect Kubernetes to AI agents

Connect Kubernetes to Claude, Codex, Cursor, or other AI agents for your entire team. Metorial security, governance, observability, and gives your team a unified Magic MCP url to connect.

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Supported Tools

Tools13Triggers2

manage_namespace

Manage Namespace

Create, update, or list Kubernetes namespaces. Use this to organize cluster resources into logical groups for multi-tenancy and isolation.

manage_rbac

Manage RBAC

Create or update RBAC resources: Roles, ClusterRoles, RoleBindings, and ClusterRoleBindings. Use this to define access control policies for users, groups, and service accounts.

cluster_info

Cluster Info

Retrieve general information about the Kubernetes cluster, including the API server version and a summary of all worker nodes with their status, capacity, and versions.

manage_config_storage

Manage ConfigMap or Secret

Create or update Kubernetes ConfigMaps and Secrets. Supports setting key-value data directly, or providing a full manifest. For secrets, values should be provided as plain text — they will be base64-encoded automatically.

delete_resource

Delete Resource

Delete a Kubernetes resource by type and name. Supports all standard resource types. Optionally set the propagation policy to control how dependent resources are cleaned up.

apply_resource

Apply Resource

Apply a Kubernetes resource manifest (similar to `kubectl apply`). Creates the resource if it doesn't exist, or updates it if it does. Accepts a full resource manifest as a JSON object. The kind, apiVersion, and metadata.name are required.

manage_service

Manage Service

Create or update a Kubernetes Service, including ClusterIP, NodePort, LoadBalancer, and ExternalName types. Also manages Ingress resources for HTTP(S) routing.

manage_job

Manage Job

Create or inspect Kubernetes Jobs and CronJobs. Jobs run workloads to completion; CronJobs schedule jobs on a cron-based schedule.

get_pod_logs

Get Pod Logs

Retrieve logs from a specific pod. Supports selecting a specific container in multi-container pods, tailing a fixed number of lines, and fetching logs from a previous container instance.

list_resources

List Resources

List Kubernetes resources of a given type. Supports all standard resource types including pods, deployments, services, configmaps, secrets, namespaces, nodes, and more. Use **labelSelector** and **fieldSelector** to filter results. Pagination is supported via **limit** and **continueToken**.

manage_deployment

Manage Deployment

Create, update, scale, or restart a Kubernetes Deployment. Combine multiple operations in one call — for example, update the image and scale replicas simultaneously. Also supports StatefulSets and DaemonSets for similar workload management.

manage_autoscaler

Manage HorizontalPodAutoscaler

Create, update, or get the status of a HorizontalPodAutoscaler (HPA). HPAs automatically scale the number of pod replicas based on CPU utilization, memory usage, or custom metrics.

get_resource

Get Resource

Retrieve the full details of a specific Kubernetes resource by name and type. Returns the complete resource manifest including metadata, spec, and status. Useful for inspecting the current state and configuration of any resource.

More integrations teams use with Kubernetes

GitHub

Manage repositories, issues, and pull requests. Create and configure branches, star repositories, review code, and merge changes. Automate CI/CD workflows with GitHub Actions, manage workflow runs, secrets, and artifacts. Track issues with labels, milestones, and assignees. Search across code, repositories, issues, and users. Manage organizations, teams, and memberships. Create and manage projects, gists, packages, deployments, and environments. Access security alerts including code scanning, secret scanning, and Dependabot alerts. Read and write file contents in repositories. Manage webhooks, notifications, and codespaces.

Sharepoint

Manage SharePoint sites, document libraries, lists, and files. Create, read, update, and delete lists and list items with custom columns. Upload, download, move, copy, and version files in document libraries. Search across sites, files, folders, lists, and list items using Microsoft Search. Manage permissions at site, list, and item levels with granular access control. Define and manage content types and site columns. Subscribe to webhooks for list and library change notifications. Retrieve site properties and search for sites across Microsoft 365.

Salesforce

Manage CRM data including Accounts, Contacts, Leads, Opportunities, Cases, and custom objects. Create, read, update, and delete records. Query data using SOQL and search across objects using SOSL. Perform bulk data operations for large-scale imports, exports, and migrations. Execute composite requests to batch multiple operations in a single API call. Access analytics, reports, and dashboards. Manage files and attachments associated with records. Interact with Chatter feeds, posts, and groups for social collaboration. Subscribe to real-time change events via Change Data Capture and Platform Events. Manage org metadata including custom objects, fields, layouts, and workflows. Query data using GraphQL for precise data retrieval across related objects.

Airtable

Create, read, update, and delete records in Airtable bases and tables. Manage base schemas including creating tables and fields. Filter records using formulas, sort by fields, and scope queries to specific views. Upsert records to find, create, or update in a single call. Upload attachments to records, read and write record comments, list accessible bases, and receive real-time base change events through webhooks.

Bitbucket

Manage Git repositories, pull requests, and CI/CD pipelines on Bitbucket Cloud. Create, fork, and configure repositories within workspaces and projects. Create, review, approve, merge, and decline pull requests with inline code comments. Browse source code, list commits, and manage branches and tags. Track issues with the built-in issue tracker. Trigger, monitor, and manage Bitbucket Pipelines. List workspace members, configure repository default reviewers and branch restrictions, create and manage repository webhooks, and search code across repositories.

Heroku

Deploy, manage, and scale applications on Heroku's cloud platform. Create and configure apps, scale dynos, provision add-ons (databases, caching, etc.), manage configuration variables, build and release code, add custom domains and SSL certificates, manage collaborators and team permissions, configure pipelines for continuous delivery, set up log drains, and sync data with Salesforce via Heroku Connect. Subscribe to webhooks for real-time notifications on app changes, builds, releases, dyno lifecycle events, and more.

Technical notes for Kubernetes

Manage and orchestrate containerized applications on Kubernetes clusters. Create, update, scale, and delete workloads including Pods, Deployments, StatefulSets, DaemonSets, Jobs, and CronJobs. Configure service discovery and load balancing through Services, Ingress, and Endpoints. Manage configuration and storage with ConfigMaps, Secrets, PersistentVolumes, and StorageClasses. Control access with Namespaces, RBAC roles and bindings, ServiceAccounts, and NetworkPolicies. Administer cluster infrastructure including Nodes, ResourceQuotas, LimitRanges, and PriorityClasses. Autoscale workloads with HorizontalPodAutoscaler and VerticalPodAutoscaler. Define and manage Custom Resource Definitions (CRDs) to extend cluster functionality. Watch resources in real time for create, modify, and delete events. Configure admission webhooks to validate or mutate resources before persistence.

Connect Kubernetes to production AI agents

See how Metorial gives Kubernetes access the governance, tracing, and security controls teams need.

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Frequently asked questions

Common questions about connecting Kubernetes to AI agents with Metorial.

  1. Can Metorial connect Kubernetes to AI agents?
    Yes. Metorial connects AI agents to Kubernetes through a governed integration layer, so teams can use the provider while keeping access controlled and observable.
  2. Metorial is MCP compatible and lets teams expose approved provider tools to MCP-capable agents and clients through a controlled access layer.
  3. Metorial applies policies across users, groups, providers, agents, and individual tools, then records the context around every agent interaction.
  4. Yes. Metorial records provider activity so teams can inspect tool calls, troubleshoot integrations, and give security teams the visibility they need.