1Panel + NVIDIA Agent Intelligence Toolkit: Complete MCP Integration

1Panel is a MCP server that MCP server implementation that provides 1Panel interaction.

When integrated with NVIDIA Agent Intelligence Toolkit, you can:

• Monitor system status and dashboard information
• Create and manage websites on 1Panel
• Handle SSL certificates and HTTPS configuration

This guide provides step-by-step instructions to set up 1Panel in NVIDIA Agent Intelligence Toolkit, including configuration, examples, and troubleshooting.

What You'll Achieve

After completing this setup:

• 1Panel will be fully integrated and operational
• You can use 1Panel tools directly in NVIDIA Agent Intelligence Toolkit
• All 1Panel capabilities will be available for your workflows
• Access to 5 different tools

Prerequisites

Before starting, ensure you have:

• 1Panel access token for authentication
• 1Panel server address
• NVIDIA Agent Intelligence Toolkit installed and configured
• Compatible operating system (Python Package (pip), Docker Container, Framework Integration)

Installation

Step 1: Install 1Panel

Configuration

Step 2: Configure NVIDIA Agent Intelligence Toolkit

1. Open NVIDIA Agent Intelligence Toolkit settings
2. Navigate to MCP server configuration
3. Add 1Panel server with appropriate settings
4. Save and restart if needed

Examples

Once configured, you can use 1Panel in NVIDIA Agent Intelligence Toolkit:

Get System Overview

Check 1Panel server status and system information

Ask NVIDIA Agent Intelligence Toolkit: "Show me the dashboard information and system status"

Expected Result: Dashboard data including CPU, memory, disk usage, and running services

Create New Website

Set up a new website with domain configuration

Ask NVIDIA Agent Intelligence Toolkit: "Create a website for domain example.com with PHP support"

Expected Result: Website created with virtual host configuration and PHP environment

Install Database Server

Install and configure MySQL server

Ask NVIDIA Agent Intelligence Toolkit: "Install MySQL and create a database called myapp_db"

Expected Result: MySQL installed, database created, and connection details provided

SSL Certificate Setup

Generate and configure SSL certificate for website

Ask NVIDIA Agent Intelligence Toolkit: "Create an SSL certificate for my website example.com"

Expected Result: SSL certificate generated and configured for HTTPS access

Testing Your Setup

1. Launch NVIDIA Agent Intelligence Toolkit
2. Verify 1Panel is available in the tools list
3. Test basic 1Panel functionality

Troubleshooting

Common Issues

Authentication Failed

Symptoms: Access denied errors, Invalid token messages, Connection refused

Cause: Invalid or missing PANEL_ACCESS_TOKEN

Solution:

• Verify PANEL_ACCESS_TOKEN is set correctly
• Check token validity in 1Panel admin interface
• Ensure token has sufficient permissions

Connection to 1Panel Failed

Symptoms: Connection timeout, Server unreachable, Network errors

Cause: Invalid PANEL_HOST or 1Panel server not running

Solution:

• Verify PANEL_HOST URL is correct
• Check 1Panel server is running on specified port
• Test network connectivity to 1Panel server
• Ensure firewall allows connections

SSE Mode Not Working

Symptoms: SSE endpoint not responding, Transport errors

Cause: Incorrect SSE configuration or port conflicts

Solution:

• Verify -addr parameter is accessible
• Check port is not in use by another service
• Ensure SSE transport is specified correctly
• Test SSE endpoint with curl

Binary Not Found

Symptoms: Command not found, mcp-1panel: command not found

Cause: Binary not in PATH or not properly installed

Solution:

• Verify binary is in /usr/local/bin or system PATH
• Check file permissions (executable bit)
• Re-download and reinstall binary
• Use full path to binary if needed

MCP Server Connection Failed

Symptoms: Connection refused errors, Timeout connecting to MCP server, URL not responding

Cause: MCP server not running or incorrect URL configuration

Solution:

• Verify MCP server is running and accessible
• Check URL in configuration matches server endpoint
• Ensure network/firewall allows connection to server port
• Test connection with curl or browser before agent integration

Tool Schema Validation Errors

Symptoms: Invalid input format errors, Schema mismatch warnings, Type validation failures

Cause: Input data does not match MCP tool schema

Solution:

• Use CLI to inspect tool schema: aiq info mcp --url <url> --tool <name>
• Validate input data matches expected types and required fields
• Check JSON schema definitions in MCP server documentation
• Convert inputs to proper format (dict, JSON string, or schema instance)

Framework Integration Issues

Symptoms: Import errors, Framework not found, Incompatible versions

Cause: Missing or incompatible framework dependencies

Solution:

• Ensure target framework (LangChain, LlamaIndex, etc.) is installed
• Check version compatibility between AIQ toolkit and framework
• Install framework-specific dependencies as needed
• Refer to documentation for framework-specific configuration

Performance Bottlenecks

Symptoms: Slow agent responses, High token usage, Workflow timeouts

Cause: Inefficient tool usage or workflow design

Solution:

• Enable observability to identify bottlenecks
• Use profiling features to analyze tool and agent performance
• Review token tracking metrics to optimize LLM calls
• Consider hyperparameter tuning for agent optimization

OpenTelemetry Integration Errors

Symptoms: Observability data not appearing, Telemetry export failures, Missing metrics

Cause: OpenTelemetry not properly configured

Solution:

• Verify OpenTelemetry collector is running
• Check observability configuration in AIQ settings
• Ensure proper instrumentation of agent workflows
• Review OpenTelemetry export settings and endpoints

1Panel not appearing in NVIDIA Agent Intelligence Toolkit

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

• Verify configuration syntax
• Check 1Panel installation
• Restart NVIDIA Agent Intelligence Toolkit
• Check logs for error messages

Next Steps

Now that 1Panel is integrated with NVIDIA Agent Intelligence Toolkit:

• Explore all 1Panel capabilities through NVIDIA Agent Intelligence Toolkit
• Check out other MCP servers that work with NVIDIA Agent Intelligence Toolkit
• Join the MCP community for tips and support
• Consider contributing to 1Panel development

Need Help?

• Search for 1Panel documentation
• Check the NVIDIA Agent Intelligence Toolkit MCP guide
• Join the MCP community discussions