Indexing the Unreadable: LLM-Native Recursive Construction and Search of Service Taxonomies

In three linesA2X is a service discovery system for LLM agents that automatically organizes services into hierarchical taxonomies. It solves context scarcity by walking the hierarchy layer-by-layer, reducing token consumption by 89% while gaining 6.2 Hit Rate points over full-context dumping and +20 points over embedding baselines.

Summary generated by Claude — human-verified