Any Chat Completions + MCP Inspector: 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 MCP Inspector, you can:

• Access Any Chat Completions functionality through MCP Inspector

This guide provides step-by-step instructions to set up Any Chat Completions in MCP Inspector, 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 MCP Inspector
• All Any Chat Completions capabilities will be available for your workflows

Prerequisites

Before starting, ensure you have:

• MCP Inspector installed and configured
• Compatible operating system (CLI Tool)

Installation

Step 1: Install Any Chat Completions

Configuration

Step 2: Configure MCP Inspector

1. Open MCP Inspector 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 MCP Inspector:

Testing Your Setup

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

Troubleshooting

Common Issues

Connection Failed

Symptoms: Inspector UI shows "Disconnected"

Cause: Server process exited or failed to start.

Solution:

• Check the terminal where you ran npx ... for error output from your server.
• Ensure your server prints JSON-RPC messages to stdout.

Tools Not Showing

Symptoms: Tool list is empty

Cause: Server did not send tools/list response or capabilities negotiation failed.

Solution:

• Check the "Console" or "Logs" tab in the Inspector to see the raw communication.
• Verify your server code correctly implements the ListToolsRequest handler.

Any Chat Completions not appearing in MCP Inspector

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

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

Next Steps

Now that Any Chat Completions is integrated with MCP Inspector:

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

Need Help?

• Search for Any Chat Completions documentation
• Check the MCP Inspector MCP guide
• Join the MCP community discussions