mcp

Technical resources and projects centered on mcp.

Blueprints

Next.js + MCP Architecture for Agentic AI Tools

A battle-tested blueprint for building AI agents that interact with local and cloud data via the Model Context Protocol.

Selected Work

Obsidian MCP Plugin

A high-performance Model Context Protocol (MCP) server giving AI tools direct, graph-aware access to an Obsidian vault. Hybrid SQL/vector search with 50ms tool response.

Related Articles

I Built a Model Context Protocol (MCP) Server for Obsidian — and It Changed How I Structure AI Workflows

How I turned Obsidian into a structured context layer for AI systems using MCP, and why context architecture matters more than model scale.

RAG IS DEAD: THE RISE OF CONTEXT DENSITY

Vector search is a bottleneck. I moved to Context-Augmented Generation (CAG). Large windows + Prompt Caching = Superior Reasoning.