Charles Doherty
Beacon Labs builds useful software — focused, reliable tools that do one thing well.
Joined July 2026
ACTOR STATS
5 public Actors
5 total users
I build focused tools for AI agents and automation — small, reliable software that does one job well and is priced per use.
Most recently I designed and shipped an 11-product portfolio of MCP (Model Context Protocol) servers end to end: architecture, data integration, testing, deployment, and monetization. Each one gives an AI agent a clean, structured, callable answer where it would otherwise guess — turning scattered public and government data into typed JSON it can actually act on.
The approach is lean by design: prove the pattern once, then reuse the spine so every new product ships in a fraction of the time. After the first, each server took roughly twenty minutes to build, test, and deploy. I care more about reliability than surface area — a tool an agent can trust beats a bigger pile it can't.
What I bring: • Full-cycle building — TypeScript/Node, API integration, testing, deploy, and pricing, not just prototypes • Agent-first design — MCP, tool-use, structured output, LLM integration • Speed with discipline — reusable architecture, defensive parsing, real unit economics • Product sense — I ship things people (and their agents) actually call
I like hard, unglamorous problems where the value is in getting the details right. If it's a focused tool that should exist and doesn't, that's my lane.