IQInsight – IQ Percentile & Score Guide

Each tool has a clearly distinct purpose: one computes a percentile from a supplied score, the other provides educational explanation and context. Their descriptions make the boundary explicit, so an agent can easily select the right tool.

Both names follow a consistent snake_case verb_noun pattern (calculate_iq_percentile, explain_iq_score) and share the iq_* core. This is predictable and easy to remember.

Two tools is on the thin side for a server framed as an IQ percentile and score guide. While both tools are distinct and useful, the surface feels minimal and lacks common companion operations.

The set covers calculating a percentile from a score and explaining a score, but misses inverse conversion (percentile to score), score comparisons, and direct guide retrieval. These omissions create notable gaps for typical IQ guide interactions.