I Scanned My PC for AI Agents — Found 457 of Them

After using Claude Code, Codex, and Pi Agent for months,

I wondered: how many AI agents are on my machine?

I built a scanner. Here's what it found:

The Waste

• 
  Duplicate calls: Same prompt → 3 agents (8-18% waste)


• 
  Overqualified models: Simple tasks on expensive models (15-25% waste)
  


• 
  Cache fragmentation: No shared prompt cache (12-20% waste)


• 
  Zombie agents: Archived still indexed (2-8% waste)

→ 30-50% of AI API spend is wasted.

The Fix

AMA — Agent Management Agent

bash

pip install ama-core && ama scan && ama start

Scans all agents across frameworks

Smart routing (simple task → cheap model)

Lifecycle management

Local dashboard at localhost:8765

Free calculator: ama-agent-store.vercel.app/calculator



MIT licensed. Feedback welcome!