by vinkius-labs
MCP Fusion: The design system and infrastructure for Agent-Native data. It’s more than a framework; it’s an ecosystem that bridges the gap between raw data and agent cognition. MCP Fusion provides the Design Pattern (MVA) to structure how agents perceive your system.
# Add to your Claude Code skills
git clone https://github.com/vinkius-labs/mcp-fusionFrom Spaghetti Code to Enterprise Agentic Infrastructure
Every MCP server in the ecosystem today is built the exact same way: a monolithic switch/case handler, JSON.stringify() as the entire response strategy, zero validation, and zero separation of concerns. It is an architecture that would look outdated in 2005.
The "Naked JSON" Anti-Pattern is catastrophic for production AI:
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list_all returns 10,000 rows, blowing through the context window and crashing your Node.js server.Every wrong guess costs you a full retry—burning input tokens, output tokens, latency, and your API bill.
MCP Fusion is a rigorous TypeScript framework that elevates Model Context Protocol (MCP) to an Enterprise Engineering discipline. It introduces the Model-View-Agent (MVA) architecture, providing LLMs with a dedicated Presentation Layer.
You don't just wrap the MCP protocol; you govern the agent.
Cognitive Routing & Token FinOps Stop flooding the context. Your server consolidates 50 flat operations into 5 discriminator-routed tools. Schema footprint drops from ~10,000 to ~1,670 tokens. TOON encoding co...