diff --git a/README.md b/README.md
index 5b3ec34..8cef74a 100644
--- a/README.md
+++ b/README.md
@@ -177,50 +177,26 @@ _(Tip: Run `/plugin list` inside Claude Code to verify the plugin is active, or
 <details>
 <summary id="codex">Codex</summary>
 
-**1. Clone the Repo:**
+**1. Install marketplace:**
 
 ```bash
-git clone --branch 0.4.0 git@github.com:gemini-cli-extensions/cloud-sql-postgresql.git
+codex plugin marketplace add GoogleCloudPlatform/data-agent-kit
 ```
 
 **2. Install the plugin:**
 
 ```bash
-mkdir -p ~/.codex/plugins
-cp -R /absolute/path/to/cloud-sql-postgresql ~/.codex/plugins/cloud-sql-postgresql
+codex plugin install cloud-sql-postgresql@data-agent-kit
 ```
 
 **3. Set env vars:**
 Enter your environment vars as described in the [configuration section](#configuration).
 
-**4. Create or update marketplace.json:**
-`~/.agents/plugins/marketplace.json`
-
-```json
-{
-  "name": "my-data-cloud-google-marketplace",
-  "interface": {
-    "displayName": "Google Data Cloud Skills"
-  },
-  "plugins": [
-    {
-      "name": "cloud-sql-postgresql",
-      "source": {
-        "source": "local",
-        "path": "./plugins/cloud-sql-postgresql"
-      },
-      "policy": {
-        "installation": "AVAILABLE",
-        "authentication": "ON_INSTALL"
-      },
-      "category": "Database"
-    }
-  ]
-}
+**4. (Optional) Update the marketplace:**
+```sh
+codex plugin marketplace upgrade data-agent-kit
 ```
 
-_(Tip: Run `codex plugin list` or use the `/plugins` interactive menu to verify your installed plugins.)_
-
 </details>
 
 ## Installing using [open agent skills tool](https://github.com/vercel-labs/skills)
@@ -283,4 +259,4 @@ Common issues:
 - "failed to find default credentials: google: could not find default credentials.": Ensure [Application Default Credentials](https://cloud.google.com/docs/authentication/gcloud) are available in your environment. See [Set up Application Default Credentials](https://cloud.google.com/docs/authentication/external/set-up-adc) for more information.
 - "✖ Error during discovery for server: MCP error -32000: Connection closed": The database connection has not been established. Ensure your configuration is set via environment variables.
 - "✖ MCP ERROR: Error: spawn .../toolbox ENOENT": The Toolbox binary did not download correctly. Ensure you are using the latest version of your agent.
-- "cannot execute binary file": The Toolbox binary did not download correctly. Ensure the correct binary for your OS/Architecture has been downloaded. See [Installing the server](https://mcp-toolbox.dev/documentation/introduction/#install-toolbox) for more information.
+- "cannot execute binary file": The Toolbox binary did not download correctly. Ensure the correct binary for your OS/Architecture has been downloaded. See [Installing the server](https://mcp-toolbox.dev/documentation/introduction/#install-toolbox) for more information.
\ No newline at end of file