BYOC MCP Prompts

docs/concepts/railpack.md

@@ -148,7 +148,7 @@ services:
 
 | Provider       | Railpack Support |
 |----------------|:----------------:|
-| Playground     |     ❌ |
+| Playground     |     ✅ |
 | AWS            |     ✅ |
 | DigitalOcean   |     ❌ |
 | GCP            |     ✅ |

docs/tutorials/deploy-to-aws.mdx

@@ -7,31 +7,41 @@ description: Defang allows you deploy to your own Amazon Web Services (AWS) acco
 
 This tutorial will show you how to deploy your services to your own AWS account using Defang.
 
-## Pre-requisites
-* [A Dockerfile in your project](https://docs.docker.com/get-started/docker-concepts/building-images/writing-a-dockerfile/)
-* [A `compose.yaml` file in your project](https://docs.docker.com/compose/gettingstarted/)
-* [A Defang Account](/docs/concepts/authentication)
-* [The Defang CLI](/docs/getting-started#install-the-defang-cli)
-* [AWS Account Credentials](https://docs.aws.amazon.com/cli/latest/userguide/cli-chap-authentication.html)
-
-## Step 1 - Navigate to your project directory
+## Prerequisites
+
+- [The Defang CLI](/docs/getting-started#install-the-defang-cli)
+- [A Defang Account](/docs/concepts/authentication)
+- [AWS Account Credentials](https://docs.aws.amazon.com/cli/latest/userguide/cli-chap-authentication.html)
+- [A `compose.yaml` file in your project](https://docs.docker.com/compose/gettingstarted/)
+- [A Dockerfile in your project](https://docs.docker.com/get-started/docker-concepts/building-images/writing-a-dockerfile/) or use [Railpack](../concepts/railpack.md)
+
+:::warning["MCP prerequisite"]
+If you would like to deploy using [MCP](https://modelcontextprotocol.io/), you like need to setup the [Defang MCP Server](../concepts/mcp.md) with the IDE of your choice.
+:::
+
+## CLI
+
+### Step 1 - Navigate to your project directory
+
 Head to the folder where your project is located.
+
 ```bash
 $ cd path/to/your/project
 ```
 
-## Step 2 - Authenticate Defang to use your AWS Account
+### Step 2 - Configure your AWS credentials
 
-There are many ways to authenticate your [AWS account](https://docs.aws.amazon.com/cli/latest/userguide/cli-chap-authentication.html).
+There are many ways to authenticate with your [AWS account](https://docs.aws.amazon.com/cli/latest/userguide/cli-chap-authentication.html).
 Once you've done that, Defang will look for your AWS credentials in your shell environment and expect to find one of the following credential sets:
-* the `AWS_PROFILE` environment variable
-* or, the `AWS_ACCESS_KEY_ID`, `AWS_SECRET_ACCESS_KEY`, and `AWS_REGION` environment variables
+
+- the `AWS_PROFILE` environment variable, and optionally the `AWS_REGION` environment variable
+- or, the `AWS_ACCESS_KEY_ID`, `AWS_SECRET_ACCESS_KEY`, and `AWS_REGION` environment variables
 
 :::tip
 If you have the AWS CLI installed (which is not required in order to use the Defang CLI), you can verify that you've authenticated to AWS by running `aws sts get-caller-identity` and see your account ID.
 :::
 
-## Step 3 - Deploy
+### Step 3 - Deploy
 
 Invoke the `defang compose up` CLI command with the `--provider=aws` flag or set the `DEFANG_PROVIDER=aws` environment variable.
 
@@ -41,10 +51,59 @@ For example:
 $ defang compose up --provider=aws
 ```
 
-## Step 4 - Inspect your deployment
+### Step 4 - Inspect your deployment
 
 Defang will provision resources in your AWS account and deploy your services. You can inspect the resources created in your AWS Dashboard.
 
-***
+---
+
+## MCP
+
+### Step 1 - Navigate to your project directory with your IDE
+
+Navigate to your project directory and open it in an IDE that has the [Defang MCP Server](../concepts/mcp.md) installed.
+
+:::tip
+If the Defang MCP server doesn’t start automatically, try starting or restarting it from your IDE settings.
+![VS Code](/img/prompts/start-server.png)
+:::
+
+### Step 2 - Configure your AWS credentials
+
+There are many ways to authenticate with your [AWS account](https://docs.aws.amazon.com/cli/latest/userguide/cli-chap-authentication.html).
+
+:::tip
+If you have the AWS CLI installed (which is not required in order to use the Defang CLI), you can verify that you've authenticated to AWS by running `aws sts get-caller-identity` and see your account ID.
+:::
+
+Once you’ve set up your `AWS_PROFILE` or retrieved your `AWS_ACCESS_KEY_ID`, `AWS_SECRET_ACCESS_KEY`, and `AWS_REGION`, you’re ready to continue. Open your chat window and type /defang.AWS_Setup, or select the corresponding prompt from your IDE’s options.
+
+![Trigger Prompt](/img/prompts/aws-prompt.png)
+
+The [MCP prompt](https://modelcontextprotocol.io/specification/2025-06-18/server/prompts) accepts two types of credentials:
+
+1. Method 1 - Using an AWS Profile:
+   The following prompt will have three arguments and only the first argument is required:
+
+   - AWS Credential - REQUIRED : The name of the AWS profile you want to use (e.g., "default" or "my-profile"). ![AWS Profile argument](/img/prompts/aws-profile-arg.png)
+   - AWS_SECRET_ACCESS_KEY - IGNORE : Leave this argument blank and press Enter. ![Ignore AWS Secret Access Key argument](/img/prompts/aws-ignore_secret.png)
+   - AWS_REGION - OPTIONAL : The AWS region where you want to deploy your services (e.g., "us-west-2"). ![AWS Region argument Optional](/img/prompts/aws-optional-region.png)
+
+2. Method 2 - Using Access Keys:
+   The following prompt will have three arguments and all three arguments are required:
+
+   - AWS Credential - REQUIRED : The AWS Access Key ID (e.g., "AKIAIOSFODNN7EXAMPLE"). ![AWS Access Key ID argument](/img/prompts/aws-access-key-arg.png)
+   - AWS_SECRET_ACCESS_KEY - REQUIRED : The AWS Secret Access Key. (e.g., "wJalrXUtnFEMI/K7MDENG/bPExampleSecretKey").![AWS Secret Access Key argument](/img/prompts/aws-secret-key-arg.png)
+   - AWS_REGION - REQUIRED : The AWS region where you want to deploy your services (e.g., "us-west-2"). ![AWS Region argument](/img/prompts/require-aws-region-arg.png)
+
+### Step 3 - Deploy
+
+Once the prompt completes without errors, your chat input will be automatically populated with the deployment command for the IDE to execute.
+
+### Step 4 - Inspect your deployment
+
+You can check the status of your deployment by using the [Defang Services tool](../concepts/mcp#services) or you can inspect the resources created in your AWS Dashboard.
+
+---
 
 For a deeper discussion of the Defang AWS Architecture, including a list of the resources we provision in your account, see our [AWS Provider docs](/docs/providers/aws).

docs/tutorials/deploy-to-gcp.mdx

@@ -7,25 +7,34 @@ description: Defang allows you deploy to your own Google Cloud Platform (GCP) ac
 
 This tutorial will show you how to deploy your services to your own GCP project using Defang.
 
-## Pre-requisites
-* [A Dockerfile in your project](https://docs.docker.com/get-started/docker-concepts/building-images/writing-a-dockerfile/)
-* [A `compose.yaml` file in your project](https://docs.docker.com/compose/gettingstarted/)
-* [A Defang Account](/docs/concepts/authentication)
-* [The Defang CLI](/docs/getting-started#install-the-defang-cli)
-* [gcloud CLI](https://cloud.google.com/sdk/docs/install)
-* [GCP Account Credentials](https://cloud.google.com/docs/authentication/set-up-adc-local-dev-environment)
-
-## Step 1 - Navigate to your project directory
+## Prerequisites
+
+- [The Defang CLI](/docs/getting-started#install-the-defang-cli)
+- [A Defang Account](/docs/concepts/authentication)
+- [gcloud CLI](https://cloud.google.com/sdk/docs/install)
+- [GCP Application Default Credentials](https://cloud.google.com/docs/authentication/set-up-adc-local-dev-environment)
+- [A `compose.yaml` file in your project](https://docs.docker.com/compose/gettingstarted/)
+- [A Dockerfile in your project](https://docs.docker.com/get-started/docker-concepts/building-images/writing-a-dockerfile/) or use [Railpack](../concepts/railpack.md) 
+
+:::warning["MCP prerequisite"]
+If you would like to deploy using [MCP](https://modelcontextprotocol.io/), you like need to setup the [Defang MCP Server](../concepts/mcp.md) with the IDE of your choice.
+:::
+
+## CLI
+
+### Step 1 - Navigate to your project directory
+
 Head to the folder where your project is located.
+
 ```bash
 $ cd path/to/your/project
 ```
 
-## Step 2 - Authenticate Defang to use your GCP Account
+### Step 2 - Configure your GCP credentials
 
 After signing in to your GCP account, select an existing project or [create a new project](https://developers.google.com/workspace/guides/create-project). Make sure [billing is enabled](https://cloud.google.com/billing/docs/how-to/modify-project). Then, note down the project ID and set it as environment variable `GCP_PROJECT_ID`.
 
-## Step 3 - Deploy
+### Step 3 - Deploy
 
 Invoke the `defang compose up` CLI command with the `--provider=gcp` flag or set the `DEFANG_PROVIDER=gcp` environment variable.
 
@@ -35,10 +44,44 @@ For example:
 $ defang compose up --provider=gcp
 ```
 
-## Step 4 - Inspect your deployment
+### Step 4 - Inspect your deployment
 
 Defang will provision resources in your GCP account and deploy your services. You can inspect the resources created in your [GCP Dashboard](https://console.cloud.google.com/).
 
-***
+---
+
+## MCP
+
+### Step 1 - Navigate to your project directory with your IDE
+
+Navigate to your project directory and open it in an IDE that has the [Defang MCP Server](../concepts/mcp.md) installed.
+
+:::tip
+If the Defang MCP server doesn’t start automatically, try starting or restarting it from your IDE settings.
+![VS Code](/img/prompts/start-server.png)
+:::
+
+### Step 2 - Configure your GCP credentials
+
+After signing in to your GCP account, select an existing project or [create a new project](https://developers.google.com/workspace/guides/create-project). Make sure [billing is enabled](https://cloud.google.com/billing/docs/how-to/modify-project). Then, note down the project ID for the next step.
+
+### Step 2 - Setting your provider
+
+In your chat window, type `/defang.GCP_Setup` or select the corresponding prompt from your IDE’s options.
+
+![Trigger Prompt](/img/prompts/gcp-prompt.png)
+
+The [MCP argument](https://modelcontextprotocol.io/specification/2025-06-18/server/prompts) will require your GCP project ID you created in [Step 2](#step-2---authenticate-defang-to-use-your-gcp-account-1).
+![GCP Project ID](/img/prompts/gcp-project-id.png)
+
+### Step 3 - Deploy
+
+Once the prompt completes without errors, your chat input will be automatically populated with the deployment command for the IDE to execute.
+
+### Step 4 - Inspect your deployment
+
+You can check the status of your depolyment by using the [Defang Services tool](../concepts/mcp#services) or you can inspect the resources created in your GCP Dashboard.
+
+---
 
 For a deeper discussion of the Defang GCP Architecture, see our [GCP docs](/docs/providers/gcp).

docs/tutorials/deploy-to-playground.mdx

@@ -7,19 +7,28 @@ description: Deploy to the free Defang Playground.
 
 This tutorial will show you how to deploy your project to the free [Defang Playground](/docs/concepts/defang-playground).
 
-## Pre-requisites
-* [A Dockerfile in your project](https://docs.docker.com/get-started/docker-concepts/building-images/writing-a-dockerfile/)
-* [A `compose.yaml` file in your project](https://docs.docker.com/compose/gettingstarted/)
-* [A Defang Account](/docs/concepts/authentication)
-* [The Defang CLI](/docs/getting-started#install-the-defang-cli)
+## Prerequisites
+
+- [The Defang CLI](/docs/getting-started#install-the-defang-cli)
+- [A Defang Account](/docs/concepts/authentication)
+- [A `compose.yaml` file in your project](https://docs.docker.com/compose/gettingstarted/)
+- [A Dockerfile in your project](https://docs.docker.com/get-started/docker-concepts/building-images/writing-a-dockerfile/) or use [Railpack](../concepts/railpack.md)
+
+:::warning["MCP prerequisite"]
+If you would like to deploy using [MCP](https://modelcontextprotocol.io/), you like need to setup the [Defang MCP Server](../concepts/mcp.md) with the IDE of your choice.
+:::
+
+## CLI
+
+### Step 1 - Navigate to your project directory
 
-## Step 1 - Navigate to your project directory
 Head to the folder where your project is located.
+
 ```bash
 $ cd path/to/your/project
 ```
 
-## Step 2 - Deploy
+### Step 2 - Deploy
 
 ```
 $ defang compose up
@@ -53,6 +62,41 @@ When you do this, you should see something similar to the output below:
  * Done.
 ```
 
+You can also check on your deployment on the on the [Defang portal](#defang-portal) as well.
+
+---
+
+## MCP
+
+### Step 1 - Navigate to your project directory with your IDE
+
+Navigate to your project directory and open it in an IDE that has the [Defang MCP Server](../concepts/mcp.md) installed.
+
+:::tip
+If the Defang MCP server doesn’t start automatically, try starting or restarting it from your IDE settings.
+![VS Code](/img/prompts/start-server.png)
+:::
+
+### Step 2 - Setting your provider
+
+In your chat window, type `/defang.Playground_Setup` or select the corresponding prompt from your IDE’s options.
+
+![Trigger Prompt](/img/prompts/playground-prompt.png)
+
+There are no arguments to this prompt.
+
+### Step 3 - Deploy
+
+Once the prompt completes without errors, your chat input will be automatically populated with the deployment command for the LLM to execute.
+
+### Step 4 - Inspect your deployment
+
+You can check the status of your depolyment by using the [Defang Services tool](../concepts/mcp#services) or you can inspect the the project on the [Defang portal](#defang-portal).
+
+---
+
+## Defang Portal
+
 Now we can go to [https://portal.defang.dev/service/app](https://portal.defang.dev/service/app) to see our service listed in the Defang portal.
 
 ![screenshot of the defang portal](/img/getting-started-portal.png)