Summary

This talk addresses implementing MCP clients at scale within large organizations, focusing on the chaos arising from rapid proliferation of custom tool-calling endpoints. The speaker highlights that these endpoints often evolve to resemble MCP standards, suggesting a practical takeaway to adopt MCP for standardized communication, even if the full feature set isn't immediately used.