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4 changes: 2 additions & 2 deletions docs/toolhive/guides-k8s/auth-k8s.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -28,7 +28,7 @@ You'll need:

- Kubernetes cluster with RBAC enabled
- ToolHive Operator installed (see
[Deploy the ToolHive Operator with Helm](./deploy-operator.mdx))
[Deploy the ToolHive Operator](./deploy-operator.mdx))
- `kubectl` access to your cluster

## Choose your authentication approach
Expand Down Expand Up @@ -422,7 +422,7 @@ kubectl logs -n toolhive-system -l app.kubernetes.io/name=weather-server-k8s
- For running MCP servers without authentication, see
[Run MCP servers in Kubernetes](./run-mcp-k8s.mdx)
- For ToolHive Operator installation, see
[Deploy the ToolHive Operator with Helm](./deploy-operator.mdx)
[Deploy the ToolHive Operator](./deploy-operator.mdx)

## Troubleshooting

Expand Down
5 changes: 2 additions & 3 deletions docs/toolhive/guides-k8s/deploy-registry.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -12,7 +12,7 @@ description:
- [`kubectl`](https://kubernetes.io/docs/tasks/tools/) configured to communicate
with your cluster
- The ToolHive operator installed in your cluster (see
[Deploy the operator using Helm](./deploy-operator.mdx))
[Deploy the operator](./deploy-operator.mdx))
- A PostgreSQL database (recommended for production deployments)

## Overview
Expand Down Expand Up @@ -619,8 +619,7 @@ feature.

- [Kubernetes CRD reference](../reference/crd-spec.mdx#apiv1alpha1mcpregistry) -
Reference for the `MCPRegistry` Custom Resource Definition (CRD)
- [Deploy the operator using Helm](./deploy-operator.mdx) - Install the ToolHive
operator
- [Deploy the operator](./deploy-operator.mdx) - Install the ToolHive operator
- [Database configuration](../guides-registry/database.mdx) - Configure
PostgreSQL storage

Expand Down
5 changes: 2 additions & 3 deletions docs/toolhive/guides-k8s/intro.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -64,9 +64,8 @@ or Gateway. To learn how to expose your MCP servers and connect clients, see

## Installation

[Use Helm to install the ToolHive operator](./deploy-operator.mdx) in your
Kubernetes cluster. Helm simplifies the installation process and lets you manage
the operator using Helm charts.
[Deploy the ToolHive operator](./deploy-operator.mdx) in your Kubernetes
cluster.

Once the operator is installed, you can create and manage MCP servers:

Expand Down
5 changes: 2 additions & 3 deletions docs/toolhive/guides-k8s/remote-mcp-proxy.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -56,7 +56,7 @@ spec and its capabilities are possible.
- [`kubectl`](https://kubernetes.io/docs/tasks/tools/) configured to communicate
with your cluster
- The ToolHive operator installed in your cluster (see
[Deploy the operator using Helm](./deploy-operator.mdx))
[Deploy the operator](./deploy-operator.mdx))
- An OIDC identity provider (Keycloak, Okta, Azure AD, etc.)
- Access to a remote MCP server that supports HTTP transport (SSE or Streamable
HTTP)
Expand Down Expand Up @@ -657,8 +657,7 @@ feature in the ToolHive Registry Server.

- [Kubernetes CRD reference](../reference/crd-spec.mdx#apiv1alpha1mcpremoteproxy) -
Full MCPRemoteProxy specification
- [Deploy the operator using Helm](./deploy-operator.mdx) - Install the ToolHive
operator
- [Deploy the operator](./deploy-operator.mdx) - Install the ToolHive operator
- [Run MCP servers in Kubernetes](./run-mcp-k8s.mdx) - Deploy local MCP servers

## Troubleshooting
Expand Down
5 changes: 2 additions & 3 deletions docs/toolhive/guides-k8s/run-mcp-k8s.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,7 @@ description: How to deploy MCP servers in Kubernetes using the ToolHive operator
- [`kubectl`](https://kubernetes.io/docs/tasks/tools/) configured to communicate
with your cluster
- The ToolHive operator installed in your cluster (see
[Deploy the operator using Helm](./deploy-operator.mdx))
[Deploy the operator](./deploy-operator.mdx))

## Overview

Expand Down Expand Up @@ -463,8 +463,7 @@ feature in the ToolHive Registry Server.

- [Kubernetes CRD reference](../reference/crd-spec.mdx#apiv1alpha1mcpserver) -
Reference for the `MCPServer` Custom Resource Definition (CRD)
- [Deploy the operator using Helm](./deploy-operator.mdx) - Install the ToolHive
operator
- [Deploy the operator](./deploy-operator.mdx) - Install the ToolHive operator
- [Build MCP containers](../guides-cli/build-containers.mdx) - Create custom MCP
server container images

Expand Down
3 changes: 1 addition & 2 deletions docs/toolhive/guides-k8s/telemetry-and-metrics.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -284,5 +284,4 @@ Telemetry adds minimal overhead when properly configured:
of ToolHive's observability architecture
- [Kubernetes CRD reference](../reference/crd-spec.mdx#apiv1alpha1mcpserver) -
Reference for the `MCPServer` Custom Resource Definition (CRD)
- [Deploy the operator using Helm](./deploy-operator.mdx) - Install the ToolHive
operator
- [Deploy the operator](./deploy-operator.mdx) - Install the ToolHive operator
2 changes: 1 addition & 1 deletion docs/toolhive/guides-k8s/token-exchange-k8s.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -19,7 +19,7 @@ Before you begin, make sure you have:

- Kubernetes cluster with RBAC enabled
- ToolHive Operator installed (see
[Deploy the ToolHive Operator with Helm](./deploy-operator.mdx))
[Deploy the ToolHive Operator](./deploy-operator.mdx))
- `kubectl` access to your cluster
- An identity provider that supports
[RFC 8693](https://datatracker.ietf.org/doc/html/rfc8693) token exchange (such
Expand Down