Blog | CreoCortex

September 6, 2026 8 min read

MarketPane and WebMCP: What We Learned Building for the Agent-Native Web

A candid retrospective on our WebMCP Challenge entry: the shared human-agent stock research canvas we built, the browser integration lessons we learned, and what our 1,318th-place finish taught us.

Soft Tools: Reducing Context Overhead for Complex Tool Use

How we reduced context overhead by 92% and improved agent tool selection accuracy by abstracting specialized tools behind natural language sub-agents. A practical pattern for scaling agentic AI systems.

Welcome to CreoCortex

Exploring the intersection of artificial intelligence and human creativity. Our journey begins with understanding how AI can augment rather than replace human intelligence.