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Every MCP tool is a thin wrapper around a public API endpoint. Tier requirements match the underlying endpoint — discovery and market data are Free, single-trader and HIP-4 analytics are Starter, and the deep lifecycle / execution-quality / archetype tools are Pro. For the canonical schema (inputs, outputs, examples), see the API reference — every tool maps 1:1 to an endpoint. As of connector v0.11.0, that includes builder analytics: eight builder_* tools covering the leaderboard, per-builder profiles, attributed traders and fills, cohort composition, retention, audience overlap, and the inverse per-wallet view.

Builder analytics (v0.11.0)

All eight carry the attribution caveat in their responses (dataNotes): trigger-order (stop/TP) fills attribute at ledger level only until the parser upgrade completes, so attributed detail slightly undercounts exact ledger revenue.

Discovery & taxonomy

Pulse — trader & cohort analytics

Pulse — single trader

Pulse — cohorts

Pulse — position lifecycles

Every position reconstructed open→close from on-chain fills, with MAE/MFE. See Position lifecycles.

Pulse — execution quality (MAE/MFE) · Pro

Pulse — trader archetypes

Pulse — market structure

Pulse — refreshed cohorts (30-day rolling tier)

Cohorts labelled by last-30-day tier (pnl_tier_recent / size_tier_recent) — who’s printing right now, not all-time.

Live — real-time market + risk

Market — direct Hyperliquid passthrough

Entity resolution — owner-level intelligence · Pro new in 0.9

Hyperliquid traders run named sub-accounts that trade independently — per-wallet views undercount every multi-account trader. These tools resolve wallets to their owner entity and aggregate across the whole family.

Exchange aggregates new in 0.9

Plans & limits new in 0.9

HIP-4 — outcome contracts

Every tool accepts a useToonFormat flag (default true) that returns data in compact TOON format — about 50% fewer tokens than JSON for tabular data. Agents typically want this on; set to false if you need standard JSON.