Source: https://tesseralytics.dev/ Hyperliquid · MCP + REST # Hyperliquid intelligence, built for trading agents. The intelligence layer is our MCP server: rank the whole market in one call — crowded funding, funding divergence, decile screens — over order-flow-enriched Hyperliquid data. Nine tools for your agent; REST and Parquet for everything else. [Get an API key](https://tesseralytics.dev/signup) [Explore the MCP server](https://tesseralytics.dev/mcp-server) No card required — the free tier is order-flow-enriched minute OHLCV for BTC, ETH, SOL & HYPE over the trailing month. tessera.mcp · claude query\_cross\_section · ok youWhich markets’ longs are paying the most to hold? query\_cross\_section({ day: "2026-09-15", order\_by: "funding\_rate\_mean", top\_n: 6 }) One call. No download code, no files, no aggregation in the prompt — the intelligence layer ranks the cross-section and returns 6 rows. 33 of 234 markets ranked as of 2026-09-15 #CoinFunding /hAnnualised 1 USELESS +0.00204% +17.9% 2 VVV +0.00189% +16.6% 3 CASHCAT +0.00182% +16.0% 4 PONS +0.00170% +14.9% 5 LIT +0.00125% +10.9% 6 ENA +0.00125% +10.9% Real Hyperliquid funding history, complete UTC day 2026-09-15 — the mean of the day’s 24 hourly rates, captured 2026-09-16. ## One question, two shapes A row API hands the model fills — one row each, millions a day — and leaves the aggregation to it. The intelligence layer ranks the cross-section and returns the answer. GET /v1/trades?coin=BTC raw rows - {"px":75744.0,"sz":0.00345,"side":"B","time":1789566701384} - {"px":75743.0,"sz":0.00037,"side":"B","time":1789566701384} - {"px":75743.0,"sz":0.00015,"side":"B","time":1789566701384} - {"px":75743.0,"sz":0.00017,"side":"B","time":1789566701384} - {"px":75743.0,"sz":0.00017,"side":"B","time":1789566701384} - {"px":75743.0,"sz":0.0002,"side":"B","time":1789566701384} - {"px":75743.0,"sz":0.00032,"side":"B","time":1789566700697} - {"px":75742.0,"sz":0.00016,"side":"A","time":1789566700507} - {"px":75743.0,"sz":0.00227,"side":"B","time":1789566699555} - {"px":75743.0,"sz":0.00017,"side":"B","time":1789566699555} 10 consecutive BTC prints. The market’s shape is still yours to compute. screen\_universe 3 of 33 matched screen\_universe({ day: "2026-09-15", conditions: \[ { field: "funding\_rate\_mean", op: ">=", value: 0.000015 }, { field: "ret\_1d", op: "<", value: 0 } \] }) Longs paying most, price falling as of 2026-09-15 #CoinFunding /hDay 1 VVV +0.00189% −-7.83% 2 CASHCAT +0.00182% −-2.25% 3 PONS +0.00170% −-2.16% Two conditions, one call, 33 markets screened — computed here from the same captured day. ## The market, then the numbers behind it Both paths serve the same three gold datasets, rebuilt every night from the raw Hyperliquid tape: order-flow-enriched minute OHLCV with CVD, hourly funding with cumulative carry, hourly positioning with whale net position. BTC, minute by minute Daily close from `gold_ohlcv_1m` — sample data, charted straight from the Parquet the free tier serves. Every market, including HIP-3 234 markets were listed on the venue at the last capture. Builder-deployed markets carry a venue prefix and history from their listing — the coverage the majors-only vendors don’t have. Deduped and quality-checked end to end. Unlimited Parquet downloads — no per-GB fee. The intelligence layer and the API read the same lake. [Browse the catalog →](https://tesseralytics.dev/datasets) Cumulative volume delta `gold_ohlcv_1m` · 2026-03..2026-05 Cumulative funding `gold_funding_1h` · 2026-03..2026-05 Whale net position `gold_positioning_1h` · 2026-03..2026-05 ## Two paths to the same lake The intelligence layer and the API read identical Parquet. Pick whichever suits your use case: raw Parquet for backtests, the intelligence layer for live trading agents. Agentic · intelligence layer Hand your agent the market’s shape A hosted MCP server at one endpoint: rank the cross-section, screen on several conditions, measure funding divergence, pull a per-coin series, read the live market. No download code and no local files — the model calls a tool and reasons over the answer. ``` claude mcp add --transport http tessera https://tesseralytics.dev/mcp \ --header "Authorization: Bearer $TESSERA_API_KEY" ``` Auth is the API key you already have. Discovery tools work without one. [See the tool reference →](https://tesseralytics.dev/mcp-server) Agentless · REST + Parquet Pull the partitions into your own pipeline Every partition is a plain Parquet file behind a presigned URL, or one call from the Python SDK straight into Polars or DuckDB SQL. Drop it into a backtester; there’s no per-GB fee. ``` df = client.read("gold_ohlcv_1m", "BTC", "2026-05") ``` `GET /v1/datasets` lists what your key can reach. [See the SDKs →](https://tesseralytics.dev/sdks) Tessera is Latin for a small tile — one piece of a larger picture. Two large tiles and the small ones beneath them: the intelligence layer and the REST API are the ways in, and every dataset is a tile of the market behind them. ## How it works 1. Step 1 ### Sign up Google or email — the free tier needs no card. [Create an account →](https://tesseralytics.dev/signup) ``` curl https://tesseralytics.dev/v1/datasets \ -H "Authorization: Bearer $TESSERA_API_KEY" ``` 2. Step 2 ### Create an API key It’s shown once, so save it as $TESSERA\_API\_KEY. Keys are hash-only and revocable from your account. 3. Step 3 ### Connect your agent, or your pipeline Point an MCP client at the endpoint, or install the Python SDK and query straight into DuckDB SQL. [See the SDKs →](https://tesseralytics.dev/sdks) ``` pip install "tessera-api[duckdb]" ``` ## Start free. Upgrade when you need the whole market. The free tier is the full experience on a slice of the market; Pro unlocks full history, every market and every dataset. Free $0 /mo Get started with no card. - Order-flow-enriched minute OHLCV - BTC, ETH, SOL & HYPE — trailing month - REST API + Parquet downloads - MCP: every market, last 7 days (20 calls/day) [Sign up for a free API key](https://tesseralytics.dev/signup) Pro Recommended $29 /mo Everything in Free, plus full history on every coin. - Everything in Free - Full funding history — every coin - Funding & positioning data, all coins incl. HIP-3 - MCP: full history, unlimited calls Every plan is all-you-can-eat — unlimited downloads, no per-GB fees. Pull the whole history as often as you like. One-off downloads Prefer to own the history? Buy the closed months of all three datasets once — from **$19**, no subscription. [See the bundles](https://tesseralytics.dev/pricing#bundles)