AI Tasks + Microsoft Copilot Studio: Complete MCP Integration
AI Tasks is a MCP server that Let the AI manage complex plans with integrated task management and tracking tools. Supports STDIO, SSE and Streamable HTTP transports..
When integrated with Microsoft Copilot Studio, you can:
- Create a new project plan with tasks
- Add a task to an existing plan
- Update task completion status
This guide provides step-by-step instructions to set up AI Tasks in Microsoft Copilot Studio, including configuration, examples, and troubleshooting.
What You'll Achieve
After completing this setup:
- AI Tasks will be fully integrated and operational
- You can use AI Tasks tools directly in Microsoft Copilot Studio
- All AI Tasks capabilities will be available for your workflows
- Access to 4 different tools
Prerequisites
Before starting, ensure you have:
- Microsoft Copilot Studio installed and configured
- Compatible operating system (Web Browser, Microsoft 365)
Installation
Step 1: Install AI Tasks
Configuration
Step 2: Configure Microsoft Copilot Studio
- Enable Generative Orchestration
Generative Orchestration must be enabled in your Copilot Studio environment to use MCP
Visit: https://learn.microsoft.com/en-us/microsoft-copilot-studio/agent-extend-action-mcp
Note: This is a prerequisite - MCP will not work without it
- Access Copilot Studio
Log in to Microsoft Copilot Studio with appropriate permissions to create and configure agents
Visit: https://copilotstudio.microsoft.com
Note: Requires organizational access or trial subscription
- Navigate to Connectors
In Copilot Studio, go to the Connectors section where you can add new integrations
Note: Location may vary based on interface updates
- Create MCP Connector
Click "Add Connector" and select "Model Context Protocol (MCP)" from the available connector types
Note: Use the YAML schema template provided by Copilot Studio
- Configure {server_name} Connection
Fill in the YAML schema with {server_name} server details including command, arguments, and environment variables
ai tasks
Note: Copilot Studio dynamically reflects changes as tools and resources are updated on the MCP server
- Add Tools to Agent
Once connected, add the MCP server tools and resources to your specific agent through the Copilot Studio UI
Note: Currently supports Tools and Resources (Prompts not yet supported)
- Test Agent Capabilities
Test your agent to verify it can access and use the {server_name} tools correctly
Configuration Details
Connect MCP server to Microsoft Copilot Studio:
Step 1: Create YAML Connector Schema
In Copilot Studio, navigate to the connectors section and create a new MCP connector using the YAML schema template:
# MCP Connector Configuration for AI Tasks
name: AI Tasks-mcp-connector
description: Let the AI manage complex plans with integrated task management and tracking tools. Supports STDIO, SSE and Streamable HTTP transports.
mcp_server:
command: ai tasks
args:
env: "ENABLE_SSE": "true",
"VALKEY_PORT": "6379",
"HTTP_PORT": "8080"
Step 2: Add to Agent
Once connected, add the MCP server's tools and resources to your Copilot Studio agent through the UI.
Examples
Once configured, you can use AI Tasks in Microsoft Copilot Studio:
Project Management
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Ask Microsoft Copilot Studio: "Create a plan for mobile app development with tasks"
Expected Result: undefined
Task Tracking
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Ask Microsoft Copilot Studio: "Show all in-progress tasks and assign priorities"
Expected Result: undefined
Sprint Planning
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Ask Microsoft Copilot Studio: "Create 2-week sprint with 20 story points"
Expected Result: undefined
Testing Your Setup
- Launch Microsoft Copilot Studio
- Verify AI Tasks is available in the tools list
- Test basic AI Tasks functionality
Troubleshooting
Common Issues
Generative Orchestration Not Available
Symptoms: MCP option not visible, Cannot add MCP connectors
Cause: Generative Orchestration is not enabled for your environment
Solution:
- Contact your Microsoft 365 administrator
- Enable Generative Orchestration in tenant settings
- Verify your subscription includes Copilot Studio with MCP support
- Check Microsoft Learn documentation for enablement steps
MCP Connector Connection Failed
Symptoms: Connector shows "Disconnected" status, Tools not available to agent
Cause: MCP server not accessible or configuration error
Solution:
- Verify the MCP server command is correct and accessible
- Check all required environment variables are set
- Test the MCP server independently outside Copilot Studio
- Review YAML schema for syntax errors
- Check network connectivity and firewall rules
Tools Not Appearing in Agent
Symptoms: Connector connected but tools missing, Agent cannot invoke MCP tools
Cause: Tools not added to agent or synchronization issue
Solution:
- Manually add tools to agent through Copilot Studio UI
- Refresh connector to sync latest tools from MCP server
- Verify tools are published on the MCP server
- Check agent configuration includes the MCP connector
MCP Server Tools Update Not Reflected
Symptoms: New tools not appearing, Old tools still visible after removal
Cause: Copilot Studio cache or sync delay
Solution:
- Disconnect and reconnect the MCP connector
- Wait a few minutes for dynamic sync to occur
- Manually refresh the connector in Copilot Studio
- Restart the MCP server if possible
AI Tasks not appearing in Microsoft Copilot Studio
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check AI Tasks installation
- Restart Microsoft Copilot Studio
- Check logs for error messages
Next Steps
Now that AI Tasks is integrated with Microsoft Copilot Studio:
- Explore all AI Tasks capabilities through Microsoft Copilot Studio
- Check out other MCP servers that work with Microsoft Copilot Studio
- Join the MCP community for tips and support
- Consider contributing to AI Tasks development
Need Help?
- Search for AI Tasks documentation
- Check the Microsoft Copilot Studio MCP guide
- Join the MCP community discussions