Tessera Analytics MCP server

• Registry namedev.tesseralytics/hyperliquid-dataverified in the MCP registry

The registry name sits under tesseralytics.dev. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

• Stateanswerschecked 2026-10-24
• Tools9
• Server calls itselftessera-hyperliquid-data
• Server version0.1.0
• Protocol version2025-03-26

On 2026-10-24 the server answered initialize and tools/list without a sign-in. First answer in 2104 ms.

• Its tools do Rank Hyperliquid markets by funding rate in one query; Screen markets on funding and recent price change, but not Backtest strategies on minute-level order flow history.
• Checked on 3 of the 7 days it takes to judge reliability.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

• INITE MCP scoreafter a weeka score needs 7 daily checks: 3 so far
• What an agent can do with it2 of 3 use cases
• Answeredmeasuring3 of the 7 daily checks it takes to print a share
• Median first answer1206 ms
• Space in an agent's context≈ 3,942 tokensthe definitions of all its tools (9), which an agent carries on every turn
• Tool definitionsB · 83 of 100
• Typed results9 of 9 toolsdeclared outputSchema: results come typed, read once

• Not saying whether it only reads or can destroy: 9 of 9

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (30%), doing the product's job (25%), definitions (20%), context (10%) and use (15%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

• query_series

  The series for one market or a few (max 10): one row per market per interval over a trailing window, oldest first. Pick bar (1d, the default, for one row per day, or 1h on a Pro key for one row per completed hour). Answers 'is this move…

• get_universe

  The coverage picture: the last complete interval, how many markets are in the universe for a scope, how much history sits behind them, and how densely it is populated. Pick bar (1d, the default, or 1h on a Pro key) to describe completed…

• funding_divergence

  Rank markets by how far their funding has diverged from a benchmark (default ETH) over a trailing window. Pick bar (1d, the default, or 1h on a Pro key) to read completed days or completed hours. metric=rate compares mean funding over the…

• query_cross_section

  Rank the whole market on ONE completed interval: pick bar (1d, the default, or 1h on a Pro key), columns, an order_by field and top_n. Answers 'top markets by funding / open interest / returns on the latest day or hour' and 'what…

• live_market

  What is happening right now: mark price, current hourly funding, open interest (one-sided — counted once per contract, half of the both-sides figure Hyperliquid's own UI shows, so it is directly comparable with the oi_usd column the bar…

• screen_universe

  Screen the whole market on ONE completed interval with several conditions ANDed together. Pick bar (1d, the default, or 1h on a Pro key; a free key is screened at 1d). Conditions use op >, <, >=, <=, between, top_pct or bottom_pct…

• list_datasets

  List the downloadable datasets: one-line summary, the plan required, and the month range available. Open — no key needed. Then use describe_dataset for one dataset's columns, or list_fields for the fields the query tools accept.

• describe_dataset

  The full dictionary for ONE downloadable dataset: description plus every column's type, nullability and plain-English meaning. Pass a name from list_datasets. Open — no key needed. For the fields the query tools accept, use list_fields.

• list_fields

  Every field the query tools accept, each with its meaning, unit, whether it can be missing, and which bars (1d, 1h) it exists on. Open — no key needed. Call this before query_cross_section, screen_universe or query_series. Percentile…