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Create Adaptive Cards

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Enhance API responses with visual templates for Microsoft 365 Copilot.

by github37.7k stars on github/awesome-copilot
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Updated Aug 10, 2026
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Free · Opens the source repo

What Create Adaptive Cards does

The Create Adaptive Cards skill allows developers to integrate Adaptive Card response templates into their MCP-based API plugins, significantly improving the visual presentation of data in Microsoft 365 Copilot. This skill is designed for those who want to leverage the capabilities of Adaptive Cards to create engaging and informative user experiences. By using this skill, developers can define both static and dynamic response templates that cater to different data types and formats, ensuring that users receive a tailored visual representation of the information they need.

With support for static response templates, developers can easily define a consistent layout for APIs that return uniform data. This is particularly useful for APIs that provide the same type of information, allowing for a straightforward setup in the ai-plugin.json configuration. On the other hand, the skill also accommodates dynamic response templates, which are essential for APIs that return varied data types. This flexibility ensures that each item can be displayed using the appropriate template, enhancing the overall user experience.

Moreover, the skill supports combined static and dynamic templates, allowing developers to set a default static template while still providing the option for item-specific templates. This feature is invaluable for maintaining a cohesive design while also catering to unique data scenarios. Overall, this skill is ideal for developers looking to enrich their API responses with visually appealing and functional Adaptive Cards, making their applications more user-friendly and interactive.

When to use it

Use this skill when developing MCP-based API plugins that require visual data presentation in Microsoft 365 Copilot.

When not to use it

This skill may not be suitable for APIs that do not require visual representation of data or for those that have very simple response formats.

What you can build with it

Integrating Adaptive Cards into a Budget API

Use this skill to create a visually engaging budget details API response that displays financial information clearly.

Dynamic Transaction Templates

Implement dynamic templates for a transactions API, allowing different types of transactions to be displayed with tailored visual layouts.

Default Template Fallbacks

Set up a default static template for an API that occasionally returns varied data types, ensuring a consistent user experience.

How to install Create Adaptive Cards

View source

1. Install with the skills CLI

npx skills add github/awesome-copilot/mcp-create-adaptive-cards --agent claude-code

2. Or install it manually

Download the skill folder and drop it into ~/.claude/skills/ for all projects, or .claude/skills/ to scope it to one repo. Restart Claude Code so it picks up the new skill.

Anthropic's agentic coding CLI, and the reference implementation of Agent Skills. Drop a skill folder into ~/.claude/skills and Claude Code loads it automatically whenever a task matches the skill's description. Claude Code docs

Inside SKILL.md

Written by github
---
mode: 'agent'
tools: ['changes', 'search/codebase', 'edit/editFiles', 'problems']
description: 'Add Adaptive Card response templates to MCP-based API plugins for visual data presentation in Microsoft 365 Copilot'
model: 'gpt-4.1'
tags: [mcp, adaptive-cards, m365-copilot, api-plugin, response-templates]
---

# Create Adaptive Cards for MCP Plugins

Add Adaptive Card response templates to MCP-based API plugins to enhance how data is presented visually in Microsoft 365 Copilot.

## Adaptive Card Types

### Static Response Templates
Use when API always returns items of the same type and format doesn't change often.

Define in `response_semantics.static_template` in ai-plugin.json:

```json
{
  "functions": [
    {
      "name": "GetBudgets",
      "description": "Returns budget details including name and available funds",
      "capabilities": {
        "response_semantics": {
          "data_path": "$",
          "properties": {
            "title": "$.name",
            "subtitle": "$.availableFunds"
          },
          "static_template": {
            "type": "AdaptiveCard",
            "$schema": "http://adaptivecards.io/schemas/adaptive-card.json",
            "version": "1.5",
            "body": [
              {
                "type": "Container",
                "$data": "${$root}",
                "items": [
                  {
                    "type": "TextBlock",
                    "text": "Name: ${if(name, name, 'N/A')}",
                    "wrap": true
                  },
                  {
                    "type": "TextBlock",
                    "text": "Available funds: ${if(availableFunds, formatNumber(availableFunds, 2), 'N/A')}",
                    "wrap": true
                  }
                ]
              }
            ]
          }
        }
      }
    }
  ]
}
```

### Dynamic Response Templates
Use when API returns multiple types and each item needs a different template.

**ai-plugin.json configuration:**
```json
{
  "name": "GetTransactions",
  "description": "Returns transaction details with dynamic templates",
  "capabilities": {
    "response_semantics": {
      "data_path": "$.transactions",
      "properties": {
        "template_selector": "$.displayTemplate"
      }
    }
  }
}
```

**API Response with Embedded Templates:**
```json
{
  "transactions": [
    {
      "budgetName": "Fourth Coffee lobby renovation",
      "amount": -2000,
      "description": "Property survey for permit application",
      "expenseCategory": "permits",
      "displayTemplate": "$.templates.debit"
    },
    {
      "budgetName": "Fourth Coffee lobby renovation",
      "amount": 5000,
      "description": "Additional funds to cover cost overruns",
      "expenseCategory": null,
      "displayTemplate": "$.templates.credit"
    }
  ],
  "templates": {
    "debit": {
      "type": "AdaptiveCard",
      "version": "1.5",
      "body": [
        {
          "type": "TextBlock",
          "size": "medium",
          "weight": "bolder",
          "color": "attention",
          "text": "Debit"
        },
        {
          "type": "FactSet",
          "facts": [
            {
              "title": "Budget",
              "value": "${budgetName}"
            },
            {
              "title": "Amount",
              "value": "${formatNumber(amount, 2)}"
            },
            {
              "title": "Category",
              "value": "${if(expenseCategory, expenseCategory, 'N/A')}"
            },
            {
              "title": "Description",
              "value": "${if(description, description, 'N/A')}"
            }
          ]
        }
      ],
      "$schema": "http://adaptivecards.io/schemas/adaptive-card.json"
    },
    "credit": {
      "type": "AdaptiveCard",
      "version": "1.5",
      "body": [
        {
          "type": "TextBlock",
          "size": "medium",
          "weight": "bolder",
          "color": "good",
          "text": "Credit"
        },
        {
          "type": "FactSet",
          "facts": [
            {
              "title": "Budget",
              "value": "${budgetName}"
            },
            {
              "title": "Amount",
              "value": "${formatNumber(amount, 2)}"
            },
            {
              "title": "Description",
              "value": "${if(description, description, 'N/A')}"
            }
          ]
        }
      ],
      "$schema": "http://adaptivecards.io/schemas/adaptive-card.json"
    }
  }
}
```

### Combined Static and Dynamic Templates
Use static template as default when item doesn't have template_selector or when value doesn't resolve.

```json
{
  "capabilities": {
    "response_semantics": {
      "data_path": "$.items",
      "properties": {
        "title": "$.name",
        "template_selector": "$.templateId"
      },
      "static_template": {
        "type": "AdaptiveCard",
        "version": "1.5",
        "body": [
          {
            "type": "TextBlock",
            "text": "Default: ${name}",
            "wrap": true
          }
        ]
      }
    }
  }
}
```

## Response Semantics Properties

### data_path
JSONPath query indicating where data resides in API response:
```json
"data_path": "$"           // Root of response
"data_path": "$.results"   // In results property
"data_path": "$.data.items"// Nested path
```

### properties
Map response fields for Copilot citations:
```json
"properties": {
  "title": "$.name",            // Citation title
  "subtitle": "$.description",  // Citation subtitle
  "url": "$.link"               // Citation link
}
```

### template_selector
Property on each item indicating which template to use:
```json
"template_selector": "$.displayTemplate"
```

## Adaptive Card Template Language

### Conditional Rendering
```json
{
  "type": "TextBlock",
  "text": "${if(field, field, 'N/A')}"  // Show field or 'N/A'
}
```

### Number Formatting
```json
{
  "type": "TextBlock",
  "text": "${formatNumber(amount, 2)}"  // Two decimal places
}
```

### Data Binding
```json
{
  "type": "Container",
  "$data": "${$root}",  // Break to root context
  "items": [ ... ]
}
```

### Conditional Display
```json
{
  "type": "Image",
  "url": "${imageUrl}",
  "$when": "${imageUrl != null}"  // Only show if imageUrl exists
}
```

## Card Elements

### TextBlock
```json
{
  "type": "TextBlock",
  "text": "Text content",
  "size": "medium",      // small, default, medium, large, extraLarge
  "weight": "bolder",    // lighter, default, bolder
  "color": "attention",  // default, dark, light, accent, good, warning, attention
  "wrap": true
}
```

### FactSet
```json
{
  "type": "FactSet",
  "facts": [
    {
      "title": "Label",
      "value": "Value"
    }
  ]
}
```

### Image
```json
{
  "type": "Image",
  "url": "https://example.com/image.png",
  "size": "medium",  // auto, stretch, small, medium, large
  "style": "default" // default, person
}
```

### Container
```json
{
  "type": "Container",
  "$data": "${items}",  // Iterate over array
  "items": [
    {
      "type": "TextBlock",
      "text": "${name}"
    }
  ]
}
```

### ColumnSet
```json
{
  "type": "ColumnSet",
  "columns": [
    {
      "type": "Column",
      "width": "auto",
      "items": [ ... ]
    },
    {
      "type": "Column",
      "width": "stretch",
      "items": [ ... ]
    }
  ]
}
```

### Actions
```json
{
  "type": "Action.OpenUrl",
  "title": "View Details",
  "url": "https://example.com/item/${id}"
}
```

## Responsive Design Best Practices

### Single-Column Layouts
- Use single columns for narrow viewports
- Avoid multi-column layouts when possible
- Ensure cards work at minimum viewport width

### Flexible Widths
- Don't assign fixed widths to elements
- Use "auto" or "stretch" for width properties
- Allow elements to resize with viewport
- Fixed widths OK for icons/avatars only

### Text and Images
- Avoid placing text and images in same row
- Exception: Small icons or avatars
- Use "wrap": true for text content
- Test at various viewport widths

### Test Across Hubs
Validate cards in:
- Teams (desktop and mobile)
- Word
- PowerPoint
- Various viewport widths (contract/expand UI)

## Complete Example

**ai-plugin.json:**
```json
{
  "functions": [
    {
      "name": "SearchProjects",
      "description": "Search for projects with status and details",
      "capabilities": {
        "response_semantics": {
          "data_path": "$.projects",
          "properties": {
            "title": "$.name",
            "subtitle": "$.status",
            "url": "$.projectUrl"
          },
          "static_template": {
            "type": "AdaptiveCard",
            "$schema": "http://adaptivecards.io/schemas/adaptive-card.json",
            "version": "1.5",
            "body": [
              {
                "type": "Container",
                "$data": "${$root}",
                "items": [
                  {
                    "type": "TextBlock",
                    "size": "medium",
                    "weight": "bolder",
                    "text": "${if(name, name, 'Untitled Project')}",
                    "wrap": true
                  },
                  {
                    "type": "FactSet",
                    "facts": [
                      {
                        "title": "Status",
                        "value": "${status}"
                      },
                      {
                        "title": "Owner",
                        "value": "${if(owner, owner, 'Unassigned')}"
                      },
                      {
                        "title": "Due Date",
                        "value": "${if(dueDate, dueDate, 'Not set')}"
                      },
                      {
                        "title": "Budget",
                        "value": "${if(budget, formatNumber(budget, 2), 'N/A')}"
                      }
                    ]
                  },
                  {
                    "type": "TextBlock",
                    "text": "${if(description, description, 'No description')}",
                    "wrap": true,
                    "separator": true
                  }
                ]
              }
            ],
            "actions": [
              {
                "type": "Action.OpenUrl",
                "title": "View Project",
                "url": "${projectUrl}"
              }
            ]
          }
        }
      }
    }
  ]
}
```

## Workflow

Ask the user:
1. What type of data does the API return?
2. Are all items the same type (static) or different types (dynamic)?
3. What fields should appear in the card?
4. Should there be actions (e.g., "View Details")?
5. Are there multiple states or categories requiring different templates?

Then generate:
- Appropriate response_semantics configuration
- Static template, dynamic templates, or both
- Proper data binding with conditional rendering
- Responsive single-column layout
- Test scenarios for validation

## Resources

- [Adaptive Card Designer](https://adaptivecards.microsoft.com/designer) - Visual design tool
- [Adaptive Card Schema](https://adaptivecards.io/schemas/adaptive-card.json) - Full schema reference
- [Template Language](https://learn.microsoft.com/en-us/adaptive-cards/templating/language) - Binding syntax guide
- [JSONPath](https://www.rfc-editor.org/rfc/rfc9535) - Path query syntax

## Common Patterns

### List with Images
```json
{
  "type": "Container",
  "$data": "${items}",
  "items": [
    {
      "type": "ColumnSet",
      "columns": [
        {
          "type": "Column",
          "width": "auto",
          "items": [
            {
              "type": "Image",
              "url": "${thumbnailUrl}",
              "size": "small",
              "$when": "${thumbnailUrl != null}"
            }
          ]
        },
        {
          "type": "Column",
          "width": "stretch",
          "items": [
            {
              "type": "TextBlock",
              "text": "${title}",
              "weight": "bolder",
              "wrap": true
            }
          ]
        }
      ]
    }
  ]
}
```

### Status Indicators
```json
{
  "type": "TextBlock",
  "text": "${status}",
  "color": "${if(status == 'Completed', 'good', if(status == 'In Progress', 'attention', 'default'))}"
}
```

### Currency Formatting
```json
{
  "type": "TextBlock",
  "text": "$${formatNumber(amount, 2)}"
}
```

Frequently asked questions about Create Adaptive Cards

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