AI Tasks + LM 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 LM 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 LM 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 LM Studio
• All AI Tasks capabilities will be available for your workflows
• Access to 4 different tools

Prerequisites

Before starting, ensure you have:

• LM Studio installed and configured
• Compatible operating system (Desktop App)

Installation

Step 1: Install AI Tasks

Configuration

Step 2: Configure LM Studio

1. Open LM Studio 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 LM Studio:

Project Management

undefined

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

Expected Result: undefined

Task Tracking

undefined

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

Expected Result: undefined

Sprint Planning

undefined

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

Expected Result: undefined

Testing Your Setup

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

Troubleshooting

Common Issues

Tools Not Working

Symptoms: Model hallucinates tool use, Nothing happens

Cause: Model does not support tool calling or server config is wrong.

Solution:

• Use a model known for good tool use (e.g., Llama 3.1 Tool-Use variants, Qwen 2.5).
• Verify mcp.json syntax.
• Check console logs for MCP server errors.

AI Tasks not appearing in LM Studio

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

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

Next Steps

Now that AI Tasks is integrated with LM Studio:

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

Need Help?

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