AI Tasks + Slack MCP Client: 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 Slack MCP Client, 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 Slack MCP Client, 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 Slack MCP Client
• All AI Tasks capabilities will be available for your workflows
• Access to 4 different tools

Prerequisites

Before starting, ensure you have:

• Slack MCP Client installed and configured
• Compatible operating system (Slack App)

Installation

Step 1: Install AI Tasks

Configuration

Step 2: Configure Slack MCP Client

1. Open Slack MCP Client settings
2. Navigate to MCP server configuration
3. Add AI Tasks server with appropriate settings
4. Save and restart if needed

Examples

Once configured, you can use AI Tasks in Slack MCP Client:

Project Management

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Ask Slack MCP Client: "Create a plan for mobile app development with tasks"

Expected Result: undefined

Task Tracking

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Ask Slack MCP Client: "Show all in-progress tasks and assign priorities"

Expected Result: undefined

Sprint Planning

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Ask Slack MCP Client: "Create 2-week sprint with 20 story points"

Expected Result: undefined

Testing Your Setup

1. Launch Slack MCP Client
2. Verify AI Tasks is available in the tools list
3. Test basic AI Tasks functionality

Troubleshooting

Common Issues

Bot Not Responding

Symptoms: Messages are ignored

Cause: Socket Mode not enabled or App Token missing

Solution:

• Ensure "Socket Mode" is enabled in Slack App settings
• Verify SLACK_APP_TOKEN starts with xapp-

Tool Execution Failed

Symptoms: Bot replies with error message

Cause: MCP server configuration error or missing dependencies

Solution:

• Check the console logs where the bot is running
• Ensure the MCP server command works manually

AI Tasks not appearing in Slack MCP Client

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

• Verify configuration syntax
• Check AI Tasks installation
• Restart Slack MCP Client
• Check logs for error messages

Next Steps

Now that AI Tasks is integrated with Slack MCP Client:

• Explore all AI Tasks capabilities through Slack MCP Client
• Check out other MCP servers that work with Slack MCP Client
• Join the MCP community for tips and support
• Consider contributing to AI Tasks development

Need Help?

• Search for AI Tasks documentation
• Check the Slack MCP Client MCP guide
• Join the MCP community discussions