DataFunSummit

Jul 18, 2026 · Artificial Intelligence

How QCC’s MCP Transforms APIs into an Agent‑Native Enterprise Data Platform

The article analyzes the 2026‑07‑28 MCP specification update, detailing four production‑grade signals, QCC’s decade‑long shift from simple data retrieval to Agent‑Native services, a five‑layer capability matrix, and a trusted workflow for AI‑driven corporate due‑diligence tasks.