An agentic loop for time-series forecasting using sktime and MCP
MCP proxy prevents context-window bloat better than naive LLM forecasting.

Human-in-the-loop as a billable MCP resource, not just a chat fallback.
AI agent developers and domain experts
Mechanical Turk · Upwork · LangChain HumanInput
Loop Me In is the piping to make that happen instantly, right inside your agent.
Flow is like this:
User or agent loop in an expert > expert gets the necessary context and helps out > expert gets paid.
Thanks for your feedback.
Edit: Here's an example of an expert public page, from which people can loop them in (the "store front") -> www.loopmein.ai/@guico
MCP proxy prevents context-window bloat better than naive LLM forecasting.
Production-tested MCP agent coordination with 500+ tasks completed in 6 weeks.
Thirty-line agent loop with Docker sandboxing contains blast radius safely.
Builds a real agent loop with MCP support from scratch, skipping all frameworks.
Loop driver + 15 slash commands for Claude Code, but orchestration over integration.
One PHP process handles web, API, and AI agents via MCP—no nginx, no reverse proxy needed.