beginner⏱️ 10-20 minutes📅 Updated June 2026

Step-by-step guide to integrate Any Chat Completions MCP server with gptme. Enhanced gptme functionality with Any Chat Completions integration.

Any Chat Completions + gptme: Complete MCP Integration

Any Chat Completions is a MCP server that Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more..

When integrated with gptme, you can:

  • Access Any Chat Completions functionality through gptme

This guide provides step-by-step instructions to set up Any Chat Completions in gptme, including configuration, examples, and troubleshooting.

What You'll Achieve

After completing this setup:

  • Any Chat Completions will be fully integrated and operational
  • You can use Any Chat Completions tools directly in gptme
  • All Any Chat Completions capabilities will be available for your workflows

Prerequisites

Before starting, ensure you have:

  • gptme installed and configured
  • Compatible operating system (Terminal, Python, Cross-platform)

Installation

Step 1: Install Any Chat Completions

Configuration

Step 2: Configure gptme

  1. Open gptme settings
  2. Navigate to MCP server configuration
  3. Add Any Chat Completions server with appropriate settings
  4. Save and restart if needed

Examples

Once configured, you can use Any Chat Completions in gptme:

Testing Your Setup

  1. Launch gptme
  2. Verify Any Chat Completions is available in the tools list
  3. Test basic Any Chat Completions functionality

Troubleshooting

Common Issues

Installation Failed

Symptoms: pip install errors, Missing dependencies

Cause: Python environment or package conflicts

Solution:

  • Use virtual environment for clean installation
  • Update pip to latest version
  • Install with pipx for isolation
  • Check Python version compatibility

API Key Issues

Symptoms: Authentication errors, Model access denied

Cause: Missing or invalid API keys

Solution:

  • Verify API keys are set correctly
  • Check API key permissions and quotas
  • Test API keys with curl or other tools
  • Review model provider documentation

MCP Server Not Loading

Symptoms: Server load errors, Tools not available

Cause: Server configuration or installation issues

Solution:

  • Verify server installation and PATH
  • Check MCP server configuration syntax
  • Test server independently before gptme integration
  • Review gptme logs for connection errors

Terminal Display Issues

Symptoms: Formatting problems, Character encoding errors

Cause: Terminal compatibility or encoding issues

Solution:

  • Ensure terminal supports UTF-8 encoding
  • Try different terminal applications
  • Check terminal color and formatting settings
  • Update terminal application to latest version

Any Chat Completions not appearing in gptme

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

  • Verify configuration syntax
  • Check Any Chat Completions installation
  • Restart gptme
  • Check logs for error messages

Next Steps

Now that Any Chat Completions is integrated with gptme:

  • Explore all Any Chat Completions capabilities through gptme
  • Check out other MCP servers that work with gptme
  • Join the MCP community for tips and support
  • Consider contributing to Any Chat Completions development

Need Help?

Related Resources

More Integrations

Explore other MCP servers that work with gptme

Need Help?

Join the MCP community for support and discussions

Any Chat Completions + gptme: MCP Setup Guide (2026)