litellm - 💡(How to fix) Fix [Feature]: Full MCP spec support via the gateway [1 participants]

Fix Plan

To keep MCP Specs in LiteLLM up to date, implement a periodic sync mechanism.

Steps

• Update dependencies: Ensure the modelcontextprotocol library is up to date.
• Create a sync function:

import requests

def sync_mcp_specs():
    url = "https://modelcontextprotocol.io/specification/2025-11-25"
    response = requests.get(url)
    if response.status_code == 200:
        # Update LiteLLM's MCP Specs with the response content
        mcp_specs = response.json()
        # Save mcp_specs to LiteLLM's database or config
        save_mcp_specs(mcp_specs)
    else:
        print("Failed to sync MCP Specs")

• Schedule the sync function to run periodically (e.g., daily) using a scheduler like schedule or apscheduler.

Verification

Verify the fix by checking the MCP Specs in LiteLLM after the sync function has run. The specs should match the latest version from the modelcontextprotocol website.

Extra Tips

Use a reliable scheduler and implement error handling to ensure the sync function runs consistently and recovers from failures.