mcp

A Design Tool Bake-Off - Figma MCP vs Google Stitch

We tested Figma MCP and Google Stitch head-to-head on the same three UI panels. Sixty API calls versus three.

When Your Agents Spend 40 Hours on One Auth Bug

Four root causes, 40+ hours of agent time, one MCP auth failure. The final fix was a one-line CLI command.

Tool Registration Is Not Tool Integration

Registering an MCP server in a CLI config means the CLI can discover the tools. It does not mean the tools can access the credentials they need to function.

How We Built an Agent Context Management System

Building centralized context management so AI agents start every session with the right knowledge.

96% Token Reduction - Lazy-Loading Agent Context

How we cut session startup token consumption by 96% by switching from eager document loading to an index-and-fetch pattern.

Building an MCP Server for Workflow Orchestration

A practical walkthrough of building an MCP server that bridges an AI coding CLI to a custom backend API, with lessons on tool design and fleet deployment.

Giving the browser advisor live context access via remote MCP

96% token reduction in SOD context loading

Moving enterprise context from Apple Notes to D1