How AI Agents Generate Their Own Integration Tools on Demand
Okta, Monday, June 29th, 2026
Okta introduces McProxy, an MCP-based platform letting AI agents auto-generate integration tools in seconds.
Okta details McProxy, a patent-pending platform built on the Model Context Protocol (MCP) that lets AI agents automatically create integration tools from natural language or API specifications, cutting setup from many hours to under 30 seconds.
It acts as a centralized gateway managing multiple MCP servers, offering natural-language generation, OpenAPI conversion, and multi-server workflow orchestration. The architecture adds enterprise governance benefits including centralized security policies, PII detection, audit logging, and compliance enforcement without changing individual servers.
Features include hot-reloading servers with zero downtime and a feedback loop where AI-generated implementations improve human-written patterns.