Enterprise Search Just Got a Protocol Upgrade: Inside Pureinsights Discovery 2.8*

The Shreesozo Dispatch | MCP & Agentic AI | April 2026 The Problem Nobody Was Fixing Fast Enough Enterprise search and AI agents have been living in parallel universes. On one side: search platforms indexing PubMed, SharePoint, internal wikis, Oracle databases, and file shares. On the other: AI agents capable of reasoning, planning, and executing tasks. The problem was that agents couldn't reach the search layer. Every connection required a custom integration — its own connector code, its own auth logic, its own maintenance burden. This wasn't a minor inconvenience. It was the core bottleneck blocking AI agents from being genuinely useful in enterprise settings. An agent that can't query your knowledge base is an agent operating blind. Pureinsights Discovery 2.8, released this week, takes a direct run at that problem. What Discovery 2.8 Actually Ships The headline feature is native MCP support inside QueryFlow — Pureinsights' API builder and query orchestration layer. Model Context Pro