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

Prerequisites

Before starting, ensure you have:

• ChatMCP installed and configured
• Compatible operating system (Desktop, Mobile)

Installation

Step 1: Install AI Tasks

Configuration

Step 2: Configure ChatMCP

1. Open ChatMCP 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 ChatMCP:

Project Management

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Ask ChatMCP: "Create a plan for mobile app development with tasks"

Expected Result: undefined

Task Tracking

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Ask ChatMCP: "Show all in-progress tasks and assign priorities"

Expected Result: undefined

Sprint Planning

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Ask ChatMCP: "Create 2-week sprint with 20 story points"

Expected Result: undefined

Testing Your Setup

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

Troubleshooting

Common Issues

Server Installation Failed

Symptoms: Market install hangs or errors

Cause: Missing runtime dependencies (e.g., Python/uv or Node.js).

Solution:

• Ensure you have Python and Node.js installed on your system.
• Try installing the server manually via terminal to check for errors.

Tool Loop / Hallucination

Symptoms: Model repeatedly calls the same tool, Model claims to do something but fails

Cause: Context overload or weak model performance.

Solution:

• Switch to a more capable model (e.g., Claude 3.5 Sonnet or GPT-4o).
• Disable unused MCP servers to reduce context noise.

AI Tasks not appearing in ChatMCP

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

• Verify configuration syntax
• Check AI Tasks installation
• Restart ChatMCP
• Check logs for error messages

Next Steps

Now that AI Tasks is integrated with ChatMCP:

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

Need Help?

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