Add MCP-based M365 Agents collection

- Create Declarative Agent prompt with MCP server integration
- Create Adaptive Cards prompt for visual response templates
- Deploy and Manage Agents prompt for admin workflows
- Development guidelines instruction file
- Collection manifest and reference documentation

Based on:
- https://devblogs.microsoft.com/microsoft365dev/build-declarative-agents-for-microsoft-365-copilot-with-mcp/
- https://learn.microsoft.com/en-us/microsoft-365-copilot/extensibility/build-mcp-plugins
- https://learn.microsoft.com/en-us/microsoft-365-copilot/extensibility/api-plugin-adaptive-cards
- https://learn.microsoft.com/en-us/microsoft-365/admin/manage/manage-copilot-agents-integrated-apps
This commit is contained in:
Troy Taylor
2025-12-23 13:16:55 -05:00
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````prompt
---
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)}"
}
```
````

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````prompt
---
mode: 'agent'
tools: ['changes', 'search/codebase', 'edit/editFiles', 'problems']
description: 'Create a declarative agent for Microsoft 365 Copilot by integrating an MCP server with authentication, tool selection, and configuration'
model: 'gpt-4.1'
tags: [mcp, m365-copilot, declarative-agent, model-context-protocol, api-plugin]
---
# Create MCP-based Declarative Agent for Microsoft 365 Copilot
Create a complete declarative agent for Microsoft 365 Copilot that integrates with a Model Context Protocol (MCP) server to access external systems and data.
## Requirements
Generate the following project structure using Microsoft 365 Agents Toolkit:
### Project Setup
1. **Scaffold declarative agent** via Agents Toolkit
2. **Add MCP action** pointing to MCP server
3. **Select tools** to import from MCP server
4. **Configure authentication** (OAuth 2.0 or SSO)
5. **Review generated files** (manifest.json, ai-plugin.json, declarativeAgent.json)
### Key Files Generated
**appPackage/manifest.json** - Teams app manifest with plugin reference:
```json
{
"$schema": "https://developer.microsoft.com/json-schemas/teams/vDevPreview/MicrosoftTeams.schema.json",
"manifestVersion": "devPreview",
"version": "1.0.0",
"id": "...",
"developer": {
"name": "...",
"websiteUrl": "...",
"privacyUrl": "...",
"termsOfUseUrl": "..."
},
"name": {
"short": "Agent Name",
"full": "Full Agent Name"
},
"description": {
"short": "Short description",
"full": "Full description"
},
"copilotAgents": {
"declarativeAgents": [
{
"id": "declarativeAgent",
"file": "declarativeAgent.json"
}
]
}
}
```
**appPackage/declarativeAgent.json** - Agent definition:
```json
{
"$schema": "https://aka.ms/json-schemas/copilot/declarative-agent/v1.0/schema.json",
"version": "v1.0",
"name": "Agent Name",
"description": "Agent description",
"instructions": "You are an assistant that helps with [specific domain]. Use the available tools to [capabilities].",
"capabilities": [
{
"name": "WebSearch",
"websites": [
{
"url": "https://learn.microsoft.com"
}
]
},
{
"name": "MCP",
"file": "ai-plugin.json"
}
]
}
```
**appPackage/ai-plugin.json** - MCP plugin manifest:
```json
{
"schema_version": "v2.1",
"name_for_human": "Service Name",
"description_for_human": "Description for users",
"description_for_model": "Description for AI model",
"contact_email": "support@company.com",
"namespace": "serviceName",
"capabilities": {
"conversation_starters": [
{
"text": "Example query 1"
}
]
},
"functions": [
{
"name": "functionName",
"description": "Function description",
"capabilities": {
"response_semantics": {
"data_path": "$",
"properties": {
"title": "$.title",
"subtitle": "$.description"
}
}
}
}
],
"runtimes": [
{
"type": "MCP",
"spec": {
"url": "https://api.service.com/mcp/"
},
"run_for_functions": ["functionName"],
"auth": {
"type": "OAuthPluginVault",
"reference_id": "${{OAUTH_REFERENCE_ID}}"
}
}
]
}
```
**/.vscode/mcp.json** - MCP server configuration:
```json
{
"serverUrl": "https://api.service.com/mcp/",
"pluginFilePath": "appPackage/ai-plugin.json"
}
```
## MCP Server Integration
### Supported MCP Endpoints
The MCP server must provide:
- **Server metadata** endpoint
- **Tools listing** endpoint (exposes available functions)
- **Tool execution** endpoint (handles function calls)
### Tool Selection
When importing from MCP:
1. Fetch available tools from server
2. Select specific tools to include (for security/simplicity)
3. Tool definitions are auto-generated in ai-plugin.json
### Authentication Types
**OAuth 2.0 (Static Registration)**
```json
"auth": {
"type": "OAuthPluginVault",
"reference_id": "${{OAUTH_REFERENCE_ID}}",
"authorization_url": "https://auth.service.com/authorize",
"client_id": "${{CLIENT_ID}}",
"client_secret": "${{CLIENT_SECRET}}",
"scope": "read write"
}
```
**Single Sign-On (SSO)**
```json
"auth": {
"type": "SSO"
}
```
## Response Semantics
### Define Data Mapping
Use `response_semantics` to extract relevant fields from API responses:
```json
"capabilities": {
"response_semantics": {
"data_path": "$.results",
"properties": {
"title": "$.name",
"subtitle": "$.description",
"url": "$.link"
}
}
}
```
### Add Adaptive Cards (Optional)
See the `mcp-create-adaptive-cards` prompt for adding visual card templates.
## Environment Configuration
Create `.env.local` or `.env.dev` for credentials:
```env
OAUTH_REFERENCE_ID=your-oauth-reference-id
CLIENT_ID=your-client-id
CLIENT_SECRET=your-client-secret
```
## Testing & Deployment
### Local Testing
1. **Provision** agent in Agents Toolkit
2. **Start debugging** to sideload in Teams
3. Test in Microsoft 365 Copilot at https://m365.cloud.microsoft/chat
4. Authenticate when prompted
5. Query the agent using natural language
### Validation
- Verify tool imports in ai-plugin.json
- Check authentication configuration
- Test each exposed function
- Validate response data mapping
## Best Practices
### Tool Design
- **Focused functions**: Each tool should do one thing well
- **Clear descriptions**: Help the model understand when to use each tool
- **Minimal scoping**: Only import tools the agent needs
- **Descriptive names**: Use action-oriented function names
### Security
- **Use OAuth 2.0** for production scenarios
- **Store secrets** in environment variables
- **Validate inputs** on the MCP server side
- **Limit scopes** to minimum required permissions
- **Use reference IDs** for OAuth registration
### Instructions
- **Be specific** about the agent's purpose and capabilities
- **Define behavior** for both successful and error scenarios
- **Reference tools** explicitly in instructions when applicable
- **Set expectations** for users about what the agent can/cannot do
### Performance
- **Cache responses** when appropriate on MCP server
- **Batch operations** where possible
- **Set timeouts** for long-running operations
- **Paginate results** for large datasets
## Common MCP Server Examples
### GitHub MCP Server
```
URL: https://api.githubcopilot.com/mcp/
Tools: search_repositories, search_users, get_repository
Auth: OAuth 2.0
```
### Jira MCP Server
```
URL: https://your-domain.atlassian.net/mcp/
Tools: search_issues, create_issue, update_issue
Auth: OAuth 2.0
```
### Custom Service
```
URL: https://api.your-service.com/mcp/
Tools: Custom tools exposed by your service
Auth: OAuth 2.0 or SSO
```
## Workflow
Ask the user:
1. What MCP server are you integrating with (URL)?
2. What tools should be exposed to Copilot?
3. What authentication method does the server support?
4. What should the agent's primary purpose be?
5. Do you need response semantics or Adaptive Cards?
Then generate:
- Complete appPackage/ structure (manifest.json, declarativeAgent.json, ai-plugin.json)
- mcp.json configuration
- .env.local template
- Provisioning and testing instructions
## Troubleshooting
### MCP Server Not Responding
- Verify server URL is correct
- Check network connectivity
- Validate MCP server implements required endpoints
### Authentication Fails
- Verify OAuth credentials are correct
- Check reference ID matches registration
- Confirm scopes are requested properly
- Test OAuth flow independently
### Tools Not Appearing
- Ensure mcp.json points to correct server
- Verify tools were selected during import
- Check ai-plugin.json has correct function definitions
- Re-fetch actions from MCP if server changed
### Agent Not Understanding Queries
- Review instructions in declarativeAgent.json
- Check function descriptions are clear
- Verify response_semantics extract correct data
- Test with more specific queries
````

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````prompt
---
mode: 'agent'
tools: ['changes', 'search/codebase', 'edit/editFiles', 'problems']
description: 'Deploy and manage MCP-based declarative agents in Microsoft 365 admin center with governance, assignments, and organizational distribution'
model: 'gpt-4.1'
tags: [mcp, m365-copilot, deployment, admin, agent-management, governance]
---
# Deploy and Manage MCP-Based Agents
Deploy, manage, and govern MCP-based declarative agents in Microsoft 365 using the admin center for organizational distribution and control.
## Agent Types
### Published by Organization
- Built with predefined instructions and actions
- Follow structured logic for predictable tasks
- Require admin approval and publishing process
- Support compliance and governance requirements
### Shared by Creator
- Created in Microsoft 365 Copilot Studio or Agent Builder
- Shared directly with specific users
- Enhanced functionality with search, actions, connectors, APIs
- Visible to admins in agent registry
### Microsoft Agents
- Developed and maintained by Microsoft
- Integrated with Microsoft 365 services
- Pre-approved and ready to use
### External Partner Agents
- Created by verified external developers/vendors
- Subject to admin approval and control
- Configurable availability and permissions
### Frontier Agents
- Experimental or advanced capabilities
- May require limited rollout or additional oversight
- Examples:
- **App Builder agent**: Managed via M365 Copilot or Power Platform admin center
- **Workflows agent**: Flow automation managed via Power Platform admin center
## Admin Roles and Permissions
### Required Roles
- **AI Admin**: Full agent management capabilities
- **Global Reader**: View-only access (no editing)
### Best Practices
- Use roles with fewest permissions
- Limit Global Administrator to emergency scenarios
- Follow principle of least privilege
## Agent Management in Microsoft 365 Admin Center
### Access Agent Management
1. Go to [Microsoft 365 admin center](https://admin.microsoft.com/)
2. Navigate to **Agents** page
3. View available, deployed, or blocked agents
### Available Actions
**View Agents**
- Filter by availability (available, deployed, blocked)
- Search for specific agents
- View agent details (name, creator, date, host products, status)
**Deploy Agents**
Options for distribution:
1. **Agent Store**: Submit to Partner Center for validation and public availability
2. **Organization Deployment**: IT admin deploys to all or selected employees
**Manage Agent Lifecycle**
- **Publish**: Make agent available to organization
- **Deploy**: Assign to specific users or groups
- **Block**: Prevent agent from being used
- **Remove**: Delete agent from organization
**Configure Access**
- Set availability for specific user groups
- Manage permissions per agent
- Control which agents appear in Copilot
## Deployment Workflows
### Publish to Organization
**For Agent Developers:**
1. Build agent with Microsoft 365 Agents Toolkit
2. Test thoroughly in development
3. Submit agent for approval
4. Wait for admin review
**For Admins:**
1. Review submitted agent in admin center
2. Validate compliance and security
3. Approve for organizational use
4. Configure deployment settings
5. Publish to selected users or organization-wide
### Deploy via Agent Store
**Developer Steps:**
1. Complete agent development and testing
2. Package agent for submission
3. Submit to Partner Center
4. Await validation process
5. Receive approval notification
6. Agent appears in Copilot store
**Admin Steps:**
1. Discover agents in Copilot store
2. Review agent details and permissions
3. Assign to organization or user groups
4. Monitor usage and feedback
### Deploy Organizational Agent
**Admin Deployment Options:**
```
Organization-wide:
- All employees with Copilot license
- Automatically available in Copilot
Group-based:
- Specific departments or teams
- Security group assignments
- Role-based access control
```
**Configuration Steps:**
1. Navigate to Agents page in admin center
2. Select agent to deploy
3. Choose deployment scope:
- All users
- Specific security groups
- Individual users
4. Set availability status
5. Configure permissions if applicable
6. Deploy and monitor
## User Experience
### Agent Discovery
Users find agents in:
- Microsoft 365 Copilot hub
- Agent picker in Copilot interface
- Organization's agent catalog
### Agent Access Control
Users can:
- Toggle agents on/off during interactions
- Add/remove agents from their experience
- Right-click agents to manage preferences
- Only access admin-allowed agents
### Agent Usage
- Agents appear in Copilot sidebar
- Users select agent for context
- Queries routed through selected agent
- Responses leverage agent's capabilities
## Governance and Compliance
### Security Considerations
- **Data access**: Review what data agent can access
- **API permissions**: Validate required scopes
- **Authentication**: Ensure secure OAuth flows
- **External connections**: Assess risk of external integrations
### Compliance Requirements
- **Data residency**: Verify data stays within boundaries
- **Privacy policies**: Review agent privacy statement
- **Terms of use**: Validate acceptable use policies
- **Audit logs**: Monitor agent usage and activity
### Monitoring and Reporting
Track:
- Agent adoption rates
- User feedback and satisfaction
- Error rates and performance
- Security incidents or violations
## MCP-Specific Management
### MCP Agent Characteristics
- Connect to external systems via Model Context Protocol
- Use tools exposed by MCP servers
- Require OAuth 2.0 or SSO authentication
- Support same governance as REST API agents
### MCP Agent Validation
Verify:
- MCP server URL is accessible
- Authentication configuration is secure
- Tools imported are appropriate
- Response data doesn't expose sensitive info
- Server follows security best practices
### MCP Agent Deployment
Same process as REST API agents:
1. Review in admin center
2. Validate MCP server compliance
3. Test authentication flow
4. Deploy to users/groups
5. Monitor performance
## Agent Settings and Configuration
### Organizational Settings
Configure at tenant level:
- Enable/disable agent creation
- Set default permissions
- Configure approval workflows
- Define compliance policies
### Per-Agent Settings
Configure for individual agents:
- Availability (on/off)
- User assignment (all/groups/individuals)
- Permission scopes
- Usage limits or quotas
### Environment Routing
For Power Platform-based agents:
- Configure default environment
- Enable environment routing for Copilot Studio
- Manage flows via Power Platform admin center
## Shared Agent Management
### View Shared Agents
Admins can see:
- List of all shared agents
- Creator information
- Creation date
- Host products
- Availability status
### Manage Shared Agents
Admin actions:
- Search for specific shared agents
- View agent capabilities
- Block unsafe or non-compliant agents
- Monitor agent lifecycle
### User Access to Shared Agents
Users access through:
- Microsoft 365 Copilot on various surfaces
- Agent-specific tasks and assistance
- Creator-defined capabilities
## Best Practices
### Before Deployment
- **Pilot test** with small user group
- **Gather feedback** from early adopters
- **Validate security** and compliance
- **Document** agent capabilities and limitations
- **Train users** on agent usage
### During Deployment
- **Phased rollout** to manage adoption
- **Monitor performance** and errors
- **Collect feedback** continuously
- **Address issues** promptly
- **Communicate** availability to users
### Post-Deployment
- **Track metrics**: Adoption, satisfaction, errors
- **Iterate**: Improve based on feedback
- **Update**: Keep agent current with new features
- **Retire**: Remove obsolete or unused agents
- **Review**: Regular security and compliance audits
### Communication
- Announce new agents to users
- Provide documentation and examples
- Share best practices and use cases
- Highlight benefits and capabilities
- Offer support channels
## Troubleshooting
### Agent Not Appearing
- Check deployment status in admin center
- Verify user is in assigned group
- Confirm agent is not blocked
- Check user has Copilot license
- Refresh Copilot interface
### Authentication Failures
- Verify OAuth credentials are valid
- Check user has necessary permissions
- Confirm MCP server is accessible
- Test authentication flow independently
### Performance Issues
- Monitor MCP server response times
- Check network connectivity
- Review error logs in admin center
- Validate agent isn't rate-limited
### Compliance Violations
- Block agent immediately if unsafe
- Review audit logs for violations
- Investigate data access patterns
- Update policies to prevent recurrence
## Resources
- [Microsoft 365 admin center](https://admin.microsoft.com/)
- [Power Platform admin center](https://admin.powerplatform.microsoft.com/)
- [Partner Center](https://partner.microsoft.com/) for agent submissions
- [Microsoft Agent 365 Overview](https://learn.microsoft.com/en-us/microsoft-agent-365/overview)
- [Agent Registry Documentation](https://learn.microsoft.com/en-us/microsoft-365/admin/manage/agent-registry)
## Workflow
Ask the user:
1. Is this agent ready for deployment or still in development?
2. Who should have access (all users, specific groups, individuals)?
3. Are there compliance or security requirements to address?
4. Should this be published to the organization or the public store?
5. What monitoring and reporting is needed?
Then provide:
- Step-by-step deployment guide
- Admin center configuration steps
- User assignment recommendations
- Governance and compliance checklist
- Monitoring and reporting plan
````