ZBS Index What actually exists in applied AI, with the source next to it

mcp server

market-data

Verified market data for AI trading agents: quality-flagged candles, funding, OI, order flow. x402.

Description as published by the maintainer. Source

  • version 0.2.2
  • archived

archived — The linked repository returns 404. It was deleted, renamed or made private.

What this server can do

21 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.

audit_my_data(tf, bars, symbol)
FREE: submit YOUR OHLCV bars and get an accuracy verdict against the verified archive — score, worst windows, systematic-offset findings. Tells you what's wrong, not the corrected values (that's get_bars). Required: symbol, tf, bars.
build_bundle(tf, pack, symbol)
Signed URL for a dataset SKU. Packs: crypto|equities ($59 each), everything ($149: both packs + all token sequences, $730 list), tokens ($18/symbol), dataset (per-symbol OHLCV, crypto $14 / equity $5), mtf (aligned multi-timeframe bundle $9, crypto only), features (feature matrix, crypto $7 / equity $4). Priced as the SKU. Required: pack.
describe_catalog
Free discovery: symbols, timeframes, ranges, pricing, quality legend.
get_bars(tf, end, start, symbol)
Quality-flagged OHLCV candles. Priced per 1,000 candles. Required: symbol, tf.
get_context(end, start, series)
Context series: fear_greed_1d, VIX_1d, DXY_1d, TNX_1d, DJI_1d. Required: series.
get_events(end, type, start)
Curated macro/crypto events (FOMC w/ surprise, halvings, incidents) in a range.
get_features(tf, end, start, symbol)
Documented leakage-safe feature matrix rows. Priced per call. Required: symbol, tf.
get_fundamentals(end, as_of, start, symbol, concept)
Point-in-time SEC XBRL fundamentals (80 filers, incl. delisted): every restatement vintage with its filed date. Pass as_of for what was knowable then. Filter by concept (e.g. Assets, Revenues). Required: symbol.
get_funding(end, start, symbol)
Perp funding-rate settlement history from listing date (checksummed archive). Required: symbol.
get_funding_spread(end, start, symbol)
Hourly CEX-vs-DEX funding spread (67 symbols): Hyperliquid funding vs Binance 1h-equivalent, from HL genesis 2023-05. Required: symbol.
get_insider(end, start, symbol)
SEC Form 4 insider transactions as filed (80 symbols, since 2016): officer/director trades with shares, price, post-trade holdings. Required: symbol.
get_institutional(end, start, symbol)
Quarterly 13F institutional aggregates (81 symbols): holders, shares, value + QoQ deltas from SEC DERA structured tables. Required: symbol.
get_market_pulse
FREE daily pulse across the catalog: regime flips, funding extremes, CEX-vs-DEX spread extremes, biggest daily moves. One day of values — the history behind each number is the priced product.
get_open_interest(end, start, symbol)
Hourly open interest with per-row quality flags (verified archive + flagged bridge). Required: symbol.
get_orderflow(tf, end, start, symbol)
Taker buy/sell imbalance, trade counts, quote volume (1h/1d via API; denser tiers in packs). buy_ratio 0.5 = balanced. Required: symbol.
get_quality_receipts
FREE public scoreboard: last 30 daily fresh-data audits (cross-venue in-band vs Coinbase, 1m->1h rebuild exactness, depth sanity) — failures included, not hidden.
get_regime_label(symbol, timestamp)
Descriptive market-state label (trend/range × calm/vol quadrant) for the most recent completed bar at or before a timestamp. Not a prediction. Required: symbol, timestamp.
get_whats_new
FREE: what the daily refresh changed — dataset windows extended vs ~7 days ago, new symbols and sections, freshness per asset class.
lookahead_check(tf, symbol, signals)
FREE: submit backtest signals ({t, price}) and get an execution-feasibility verdict — impossible fills outside the bar's traded range, fills pinned at bar extremes (classic lookahead bias). Required: symbol, tf, signals.
survivorship_check(end, asset, start, symbols)
FREE: submit a backtest universe + window and get a survivorship-bias verdict — which of your symbols died mid-window, and which delisted symbols we cover that your universe omits. Required: symbols.
validate_backtest_data(tf, end, start, symbol)
Quality report for a dataset spec before you backtest on it: coverage, per-bar quality distribution, gaps, and concrete warnings. Required: symbol, tf.

Last successful function declaration observed on . Source: https://iturri.ai/mcp. We list what the server declared; we do not call any of these functions.

Endpoint status observed on . Source: https://iturri.ai/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
Latest published version 0.2.2 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-13 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-07-13 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status not_found GitHub returned 404 for the repository the maintainer listed. The project was deleted, renamed or made private, so the listing points at nothing. as of fetch GitHub
mcp tools declared 21 tools Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. as of probe iturri.ai
mcp endpoint status ok The server listed 21 functions when asked. as of probe iturri.ai

Where to get it

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. iturri-ai/iturri-mcp on GitHub — GitHub, observed , trust tier 3.
  2. Tools declared by the MCP server at https://iturri.ai/mcp — iturri.ai, observed , trust tier 1.
  3. Official MCP Registry — Model Context Protocol, observed , trust tier 1.