diff --git a/docs/get-started.md b/docs/get-started.md
index 888fdd5ed..7751d2a58 100644
--- a/docs/get-started.md
+++ b/docs/get-started.md
@@ -8,6 +8,7 @@ import {ButtonSecondary} from "@site/src/components/Buttons";
import Card from "@site/src/components/Card";
import Overview from "@site/static/images/content/platform/platform-overview.png";
import GridContainer from "@site/src/components/GridContainer";
+import AI from "@site/static/images/logos/star-ai.svg";
import K8sIcon from "@site/static/images/logos/kubernetes.svg";
import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem';
@@ -292,6 +293,17 @@ Create a service using the Aiven CLI or API.
/>
+Create and manage services using AI assistants.
+
+
+
+
+
### Step 6: Earn credits by referring others to Aiven
Invite colleagues and friends to sign up to Aiven.
diff --git a/docs/products/kafka/get-started/get-started-kafka.md b/docs/products/kafka/get-started/get-started-kafka.md
index 7b0bcc2bd..dfe6b6769 100644
--- a/docs/products/kafka/get-started/get-started-kafka.md
+++ b/docs/products/kafka/get-started/get-started-kafka.md
@@ -70,3 +70,15 @@ Produce data manually to test application integrations or custom workloads.
- Use this approach for development, automation, or advanced testing scenarios.
**Next step:** [Generate sample data manually with Docker](/docs/products/kafka/howto/generate-sample-data-manually).
+
+## Create and manage Kafka using AI assistants
+
+Use the [Aiven MCP server](/docs/tools/mcp) to create Kafka services, manage
+topics, produce and consume messages, and configure connectors from MCP-compatible
+clients such as Cursor, Claude Code, and VS Code.
+
+- Configure the Aiven MCP server in your AI assistant.
+- Describe the service or operation you want in natural language.
+- The assistant creates and manages Kafka resources through the Aiven API.
+
+**Next step:** [Set up the Aiven MCP server](/docs/tools/mcp).
diff --git a/docs/products/postgresql/get-started.md b/docs/products/postgresql/get-started.md
index 494732637..795e6827c 100644
--- a/docs/products/postgresql/get-started.md
+++ b/docs/products/postgresql/get-started.md
@@ -30,6 +30,12 @@ Start using Aiven for PostgreSQL® by creating a service, connecting to it, and
- A [personal token](https://docs.aiven.io/docs/platform/howto/create_authentication_token.html)
- [psql](https://www.postgresql.org/download/) command line tool installed
+
+
+
+- An MCP-compatible client such as Cursor, Claude Code, Claude Desktop, or VS Code
+- The [Aiven MCP server](/docs/tools/mcp) configured in your client
+
@@ -62,6 +68,17 @@ The following example files are also available in the
+
+
+
+Open your AI assistant and describe the service you want to create. For example:
+
+> Create an Aiven for PostgreSQL service named `my-pg` in the `google-europe-west1`
+> region using the `hobbyist` plan.
+
+The assistant uses the Aiven MCP server to create the service. For setup instructions,
+see [Aiven MCP server](/docs/tools/mcp).
+
diff --git a/docs/tools.md b/docs/tools.md
index 8547b0ade..2dc64dadc 100644
--- a/docs/tools.md
+++ b/docs/tools.md
@@ -41,10 +41,16 @@ You can interact with the Aiven platform with various interfaces and tools that
title="SQL query optimizer"
description="Use AI to optimize your queries."
/>
+
diff --git a/docs/tools/mcp-server.md b/docs/tools/mcp-server.md
index 294eb260a..30cd265b4 100644
--- a/docs/tools/mcp-server.md
+++ b/docs/tools/mcp-server.md
@@ -1,6 +1,6 @@
---
title: Connect to Aiven documentation using MCP
-sidebar_label: MCP server
+sidebar_label: Documentation MCP server
---
import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem';
diff --git a/docs/tools/mcp.md b/docs/tools/mcp.md
new file mode 100644
index 000000000..4ed9a3bb3
--- /dev/null
+++ b/docs/tools/mcp.md
@@ -0,0 +1,227 @@
+---
+title: Manage Aiven services using MCP
+sidebar_label: Aiven MCP server
+---
+
+import Tabs from '@theme/Tabs';
+import TabItem from '@theme/TabItem';
+import CodeBlock from '@theme/CodeBlock';
+
+{/* Update mcpUrl to change the MCP server URL across all code samples on this page. */}
+export const mcpUrl = "https://aiven.io/mcp";
+export const cursorDeepLink = `cursor://anysphere.cursor-deeplink/mcp/install?name=aiven-mcp&config=${typeof btoa !== "undefined" ? btoa(JSON.stringify({url: mcpUrl})) : ""}`;
+
+The Aiven MCP server lets you create and manage services directly from AI assistants such as Cursor and Claude Code.
+
+## Prerequisites
+
+- An [Aiven account](https://console.aiven.io/signup)
+- An organization with MCP access enabled
+- An MCP-compatible client such as Cursor, Claude Code, Claude Desktop, or VS Code
+
+## MCP server URL
+
+Use the following server URL when configuring your client:
+
+{mcpUrl}
+
+## Configure your MCP client
+
+
+
+
+
+
+ Add to Cursor
+
+
+
+
+Alternatively, add it manually:
+
+1. In your project root, create or edit `.cursor/mcp.json`.
+1. Add the following configuration:
+
+ {JSON.stringify({mcpServers: {aiven: {type: "http", url: mcpUrl}}}, null, 2)}
+
+1. Save the file.
+1. Restart Cursor.
+1. Open **Settings** > **Tools & MCP**.
+1. Select **aiven** and click **Connect**.
+
+
+
+
+1. Open a terminal.
+1. Run the following command:
+
+ {`claude mcp add --transport http aiven ${mcpUrl}`}
+
+1. Run `/mcp` in Claude Code to verify the server is registered.
+1. On first use, a browser window opens where you sign in to Aiven and select your organization.
+
+For more information, see the [Claude Code MCP documentation](https://docs.anthropic.com/en/docs/claude-code/tutorials/set-up-mcp).
+
+
+
+
+1. Open the Claude Desktop configuration file. If it does not exist, create it:
+
+ - **macOS:**
+ `~/Library/Application Support/Claude/claude_desktop_config.json`
+
+ - **Windows:**
+ `%APPDATA%\Claude\claude_desktop_config.json`
+
+1. Add the following to the configuration file:
+
+ {JSON.stringify({mcpServers: {aiven: {type: "http", url: mcpUrl}}}, null, 2)}
+
+1. Save the file and restart Claude Desktop.
+
+For more information, see the [Claude Desktop MCP documentation](https://modelcontextprotocol.io/quickstart/user).
+
+
+
+
+:::note
+Requires Visual Studio Code 1.102 or later with the GitHub Copilot extension installed
+and enabled.
+:::
+
+1. Open your workspace in Visual Studio Code.
+1. In the workspace root, create a `.vscode` directory if it does not exist.
+1. In the `.vscode` directory, create or edit `mcp.json`.
+1. Add the following configuration:
+
+ {JSON.stringify({servers: {aiven: {type: "http", url: mcpUrl}}}, null, 2)}
+
+1. Save the file.
+1. Reload Visual Studio Code.
+1. Open the Command Palette and run **MCP: List Servers**.
+1. Confirm that **aiven** appears in the list.
+
+For more information, see the [VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/customization/mcp-servers).
+
+
+
+
+1. Open your MCP client configuration.
+1. Add the Aiven MCP server using the following URL:
+
+ {mcpUrl}
+
+Most clients accept a configuration similar to:
+
+{JSON.stringify({mcpServers: {aiven: {url: mcpUrl}}}, null, 2)}
+
+1. Save the file and restart your client.
+
+Some clients require specifying the transport type, for example `"type": "http"`. Refer
+to your client documentation if the configuration fails.
+
+
+
+
+## Verify the connection
+
+
+
+
+1. Open Cursor Chat with **Cmd+L** on macOS or **Ctrl+L** on Windows/Linux.
+1. Try a prompt such as:
+
+ > List my Aiven projects.
+
+1. If prompted to allow tool execution, click **Allow**.
+1. To confirm the server is registered, go to **Settings** > **Tools & MCP** and
+ check that **aiven** appears with a connected status.
+
+
+
+
+1. Run `/mcp` in Claude Code to verify the server is registered.
+1. Try a prompt such as:
+
+ > List my Aiven projects.
+
+1. If prompted to allow tool execution, confirm.
+
+
+
+
+1. Open a new conversation.
+1. Verify that the MCP tools icon appears in the input area.
+1. Try a prompt such as:
+
+ > List my Aiven projects.
+
+1. If prompted to allow tool execution, click **Allow**.
+
+
+
+
+1. Open Copilot Chat in Visual Studio Code.
+1. Open the Command Palette and run **MCP: List Servers**.
+1. Confirm that **aiven** appears in the list.
+1. Try a prompt such as:
+
+ > List my Aiven projects.
+
+1. If prompted to allow tool execution, click **Allow**.
+
+
+
+
+1. Open your AI assistant.
+1. Try a prompt such as:
+
+ > List my Aiven projects.
+
+1. If prompted to allow tool execution, confirm.
+1. Verify that the response includes information about your Aiven projects.
+
+
+
+
+## Authentication
+
+The Aiven MCP server uses OAuth 2.0 with PKCE for authentication. When you
+first use the server, it opens a browser window where you sign in to Aiven and
+select your organization. The server manages token refresh automatically.
+
+## Supported tools
+
+### Service management
+
+Create, update, and delete Aiven services across all supported service types.
+Browse available plans and pricing, view service metrics and logs, and manage
+service configurations and cloud regions.
+
+### PostgreSQL®
+
+Create and manage PostgreSQL databases, execute read and write SQL queries,
+and manage PgBouncer connection pools. Get AI-powered query optimization
+recommendations, view query performance statistics, and list available extensions.
+
+### Apache Kafka®
+
+Create and manage Kafka topics, produce and consume messages, and configure
+Kafka Connect connectors. Browse Schema Registry subjects and manage
+connector lifecycle operations including pause, resume, and restart.
+
+## Read-only mode
+
+To restrict the server to read-only operations, set the `AIVEN_READ_ONLY`
+environment variable to `true` in your MCP client configuration:
+
+{JSON.stringify({mcpServers: {aiven: {type: "http", url: mcpUrl, env: {AIVEN_READ_ONLY: "true"}}}}, null, 2)}
+
+In read-only mode, the server only allows operations that read data, such as
+listing services, viewing metrics, and running SELECT queries. Write
+operations like creating services or modifying data are blocked.
diff --git a/sidebars.ts b/sidebars.ts
index 0d1924ba2..f3dbd7241 100644
--- a/sidebars.ts
+++ b/sidebars.ts
@@ -524,6 +524,7 @@ const sidebars: SidebarsConfig = {
],
},
'tools/query-optimizer',
+ 'tools/mcp',
'tools/mcp-server',
'tools/doc-diff-llms',
],
diff --git a/static/images/logos/cursor.svg b/static/images/logos/cursor.svg
new file mode 100644
index 000000000..7b90cd616
--- /dev/null
+++ b/static/images/logos/cursor.svg
@@ -0,0 +1,3 @@
+