The full stack: essentials you must know + alpha you don't
220 AI tools scored on two independent axes — Signal (real-world leverage) and Alpha (how under-the-radar). Mainstream “Essentials” and deep-cut “Alpha” live in separate views; 24 hand-picked Top Picks lead the way. Four domains: LLM dev tooling, jailbreaks & prompts, AI×crypto & no-KYC, agents & infra.
220 tools104 alpha / 116 essentials24 top picks117 open-sourceupdated 2026-05-29
24
Top Picks — the must-know cream, across both groups
220
tools, dual-scored on Signal × Alpha
53%
open-source — self-hostable
104
deep-cut Alpha picks (the under-the-radar edge)
The map — Signal × Alpha
Every tool plotted: leverage (vertical) vs obscurity (horizontal) — hover any dot
LLM dev toolingAgents & infraAI×crypto & no-KYCJailbreaks & prompts— bigger dot = Top Pick