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mcp-create-adaptive-cards

github/awesome-copilot github/awesome-copilot

Skill converted from mcp-create-adaptive-cards.prompt.md

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Updated time June 29, 2026

About mcp-create-adaptive-cards

The mcp-create-adaptive-cards skill is designed to enhance the visual presentation of data within MCP-based API plugins by integrating Adaptive Card response templates. This skill addresses the need for improved data visualization in Microsoft 365 Copilot, allowing developers to create more engaging and informative user experiences. By utilizing Adaptive Cards, developers can present complex data in a structured and visually appealing manner, making it easier for users to understand and interact with the information provided by the API.

FAQ

How do I implement static response templates?

Static response templates can be defined in the ai-plugin.json file under response_semantics.static_template.

Can I use dynamic response templates for varying data types?

Yes, dynamic response templates are suitable when the API returns multiple types of data, each requiring a different template.

What version of Adaptive Cards is supported?

The skill supports Adaptive Cards version 1.5.

Is there a limit to the number of templates I can define?

The documentation does not specify a limit, but practical constraints may apply based on the API and performance.

What tools are required to use this skill?

The skill utilizes tools such as changes, search/codebase, edit/editFiles, and problems.

View on 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 PluginsAdd 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 TemplatesUse 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: ${if(availableFunds, formatNumber(availableFunds, 2), 'N/A')}",                    "wrap": true                  }                ]              }            ]          }        }      }    }  ]}```### Dynamic Response TemplatesUse when API returns multiple types and each item needs a different template.**ai-plugin.json configuration:**```json{  "name": "GetTransactions",  "description": "Returns transaction details with dynamic templates",  "capabilities": {    "response_semantics": {      "data_path": "$.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 TemplatesUse 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: ${name}",            "wrap": true          }        ]      }    }  }}```## Response Semantics Properties### data_pathJSONPath query indicating where data resides in API response:```json"data_path": "$"           // Root of response"data_path": "$.results"   // In results property"data_path": "$.data.items"// Nested path```### propertiesMap response fields for Copilot citations:```json"properties": {  "title": "$.name",            // Citation title  "subtitle": "$.description",  // Citation subtitle  "url": "$.link"               // Citation link}```### template_selectorProperty on each item indicating which template to use:```json"template_selector": "$.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 HubsValidate 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": "${projectUrl}"              }            ]          }        }      }    }  ]}```## WorkflowAsk the user:1. What type of data does the API return?2. Are all items the same type (static) or different types (dynamic)?3. What fields should appear in the card?4. Should there be actions (e.g., "View Details")?5. Are there multiple states or categories requiring different templates?Then generate:- Appropriate response_semantics configuration- Static template, dynamic templates, or both- Proper data binding with conditional rendering- Responsive single-column layout- Test scenarios for validation## Resources- [Adaptive Card Designer](https://adaptivecards.microsoft.com/designer) - Visual design tool- [Adaptive Card Schema](https://adaptivecards.io/schemas/adaptive-card.json) - Full schema reference- [Template Language](https://learn.microsoft.com/en-us/adaptive-cards/templating/language) - Binding syntax guide- [JSONPath](https://www.rfc-editor.org/rfc/rfc9535) - Path query syntax## Common Patterns### List with Images```json{  "type": "Container",  "$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)}"}```

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Install mcp-create-adaptive-cards

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Clone the repository and copy the skill files to your project.

git clone https://github.com/github/awesome-copilot/blob/main/skills/mcp-create-adaptive-cards/SKILL.md # Copy SKILL.md to your .claude/skills/ directory

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