beginner⏱️ 16-26 minutes📅 Updated June 2026

Step-by-step guide to integrate AI Tasks MCP server with MooPoint. Includes create_plan and add_task.

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

Prerequisites

Before starting, ensure you have:

  • MooPoint installed and configured
  • Compatible operating system (Web Platform, Mobile Web)

Installation

Step 1: Install AI Tasks

Configuration

Step 2: Configure MooPoint

  1. Open MooPoint 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 MooPoint:

Project Management

undefined

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

Expected Result: undefined

Task Tracking

undefined

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

Expected Result: undefined

Sprint Planning

undefined

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

Expected Result: undefined

Testing Your Setup

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

Troubleshooting

Common Issues

MCP Server Connection Failed

Symptoms: Connection timeout, Server unreachable, Test connection fails

Cause: Invalid server URL or server not accessible

Solution:

  • Verify MCP server URL is correct and publicly accessible
  • Check server supports HTTP or SSE transport protocol
  • Ensure server is running and responding to health checks
  • Test server URL in browser or with curl
  • Review server logs for connection errors

OAuth Authentication Failing

Symptoms: OAuth redirect errors, Token refresh failures, Permission denied

Cause: Invalid OAuth credentials or misconfigured redirect URLs

Solution:

  • Verify OAuth client ID and secret are correct
  • Check redirect URL in OAuth provider matches MooPoint configuration
  • Ensure all required scopes are configured
  • Complete OAuth authorization flow fully
  • Check OAuth provider allows the application

Tool Calling Not Working

Symptoms: Tools not appearing, Tool execution fails, LLM cannot access tools

Cause: MCP server not providing tools correctly or model limitations

Solution:

  • Verify MCP server exposes tools in correct format
  • Check that selected LLM model supports function calling
  • Review tool definitions for correct parameter schemas
  • Test MCP server independently to ensure tools work
  • Try different LLM model that supports tool calling

API Key Errors

Symptoms: Invalid API key, Authentication failed, Rate limit errors

Cause: Incorrect or expired API keys for LLM providers

Solution:

  • Verify API keys are correctly entered in Settings
  • Check API key has not expired or been revoked
  • Ensure API key has sufficient permissions
  • Verify you have not exceeded rate limits or quotas
  • Regenerate API key if issues persist

Model Switching Issues

Symptoms: Model not loading, Conversation context lost, Inconsistent behavior

Cause: Model compatibility or configuration issues

Solution:

  • Ensure API key for selected model is configured
  • Start new conversation when switching models
  • Verify model supports required features (tool calling, etc.)
  • Check model availability and status
  • Review model-specific limitations and requirements

AI Tasks not appearing in MooPoint

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

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

Next Steps

Now that AI Tasks is integrated with MooPoint:

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

Need Help?

Related Resources

More Integrations

Explore other MCP servers that work with MooPoint

Need Help?

Join the MCP community for support and discussions

AI Tasks + MooPoint: MCP Setup Guide (2026)