beginner⏱️ 10-20 minutes📅 Updated June 2026

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

Any Chat Completions + Windsurf Editor: 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 Windsurf Editor, you can:

  • Access Any Chat Completions functionality through Windsurf Editor

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

Prerequisites

Before starting, ensure you have:

  • Windsurf Editor installed and configured
  • Compatible operating system (Desktop App)

Installation

Step 1: Install Any Chat Completions

Configuration

Step 2: Configure Windsurf Editor

  1. Locate your configuration file:

    • Windows: %USERPROFILE%\.codeium\windsurf\mcp_config.json
    • macOS: ~/.codeium/windsurf/mcp_config.json
    • Linux: ~/.codeium/windsurf/mcp_config.json
  2. Add server configuration:

{
  "mcpServers": {
    "any-chat-completions": {
      "command": "any chat completions",
      "args": []
    }
  }
}

Note: If Any Chat Completions requires environment variables, add them to the server configuration:
"env": {
  
}

  1. Restart Windsurf Editor

Completely quit and restart Windsurf Editor to load the new configuration.

Examples

Once configured, you can use Any Chat Completions in Windsurf Editor:

Testing Your Setup

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

Troubleshooting

Common Issues

Tools Not Appearing

Symptoms: Cascade does not see new tools, Hammer icon missing

Cause: Configuration syntax error or server failed to start.

Solution:

  • Check the JSON configuration for syntax errors.
  • Verify the command (e.g., npx, python) is in your system PATH.
  • Check Windsurf logs for MCP connection errors.

Environment Variables

Symptoms: Authentication failed, Permission denied

Cause: Missing API keys in configuration.

Solution:

  • Ensure env block is correctly defined inside the server config.
  • Restart Windsurf after changing environment variables.

Any Chat Completions not appearing in Windsurf Editor

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

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

Next Steps

Now that Any Chat Completions is integrated with Windsurf Editor:

  • Explore all Any Chat Completions capabilities through Windsurf Editor
  • Check out other MCP servers that work with Windsurf Editor
  • 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 Windsurf Editor

Need Help?

Join the MCP community for support and discussions

Any Chat Completions + Windsurf Editor: MCP Setup Guide (2026)