WhatA developer platform that auto-converts between MCP, CLI, and REST interfaces so tool authors write once and agents consume in whatever format is most efficient for their context.
SignalThe entire debate around MCP vs CLI reveals that neither format is universally superior — different agent architectures and deployment contexts favor different protocols, yet tool authors are forced to pick one and maintain it.
Why NowThe agent tooling ecosystem is fragmenting rapidly across MCP, CLI skills, and REST as multiple coding agents (Claude Code, Cursor, Amp, Windsurf) each push their own conventions, creating an urgent interop problem.
MarketDeveloper tools companies and enterprise AI platform teams; TAM is the broader AI developer tooling market ($5B+); current gap is that tools like Amp, Claude Code, and OpenAI each have incompatible approaches.
MoatNetwork effects from a growing registry of tools — the more tools available in the universal format, the more agents integrate, creating a two-sided marketplace lock-in.
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