market-data

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

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Calidad de la descripción

89%

Integridad del esquema

71%

Calidad de los nombres

97%

Riesgo de envenenamiento

100%

Coincidencia de permisos

100%

Cumplimiento del protocolo

100%

Hallazgos (6)

LOWTool 'describe_catalog' description lacks action verben describe_catalog
LOWTool 'get_bars' description lacks action verben get_bars
LOWTool 'get_regime_label' description lacks action verben get_regime_label
LOWTool 'get_context' description lacks action verben get_context
LOWTool 'get_events' description lacks action verben get_events
LOWTool 'get_insider' description lacks action verben get_insider

Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.

Costo de contexto

~1,964Tokens (definiciones de herramientas)

~448 BTamaño de respuesta típico

Impacto moderado en la atención (1.53% del contexto de 128k)

Este es el número aproximado de tokens que se consumen cada vez que las herramientas del servidor se cargan en el contexto de un modelo. Los recuentos más altos reducen la atención disponible para otras tareas.

Instalar

Instalación con un clic

Agrega esto a tu archivo `claude_desktop_config.json`:

{
  "mcpServers": {
    "market-data": {
      "url": "https://iturri.ai/mcp"
    }
  }
}

Puntos de conexión remotos

https://iturri.ai/mcpstreamable-http

Qué puede hacer

Inventario de herramientas

Free discovery: symbols, timeframes, ranges, pricing, quality legend.

Esquema de entrada

{
  "type": "object",
  "properties": {}
}

Quality-flagged OHLCV candles. Priced per 1,000 candles.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "symbol": {
      "type": "string"
    },
    "tf": {
      "type": "string"
    },
    "start": {
      "type": "string"
    },
    "end": {
      "type": "string"
    }
  },
  "required": [
    "symbol",
    "tf"
  ]
}

Documented leakage-safe feature matrix rows. Priced per call.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "symbol": {
      "type": "string"
    },
    "tf": {
      "type": "string"
    },
    "start": {
      "type": "string"
    },
    "end": {
      "type": "string"
    }
  },
  "required": [
    "symbol",
    "tf"
  ]
}

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.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "pack": {
      "type": "string",
      "enum": [
        "crypto",
        "equities",
        "tokens",
        "dataset",
        "mtf",
        "features",
        "everything"
      ]
    },
    "symbol": {
      "type": "string",
      "description": "required for tokens|dataset|mtf|features"
    },
    "tf": {
      "type": "string",
      "description": "features only — crypto: 1h (default) or 15m; equity: 1d"
    }
  },
  "required": [
    "pack"
  ]
}

Descriptive market-state label (trend/range × calm/vol quadrant) for the most recent completed bar at or before a timestamp. Not a prediction.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "symbol": {
      "type": "string"
    },
    "timestamp": {
      "type": "string"
    }
  },
  "required": [
    "symbol",
    "timestamp"
  ]
}

Perp funding-rate settlement history from listing date (checksummed archive).

Esquema de entrada

{
  "type": "object",
  "properties": {
    "symbol": {
      "type": "string"
    },
    "start": {
      "type": "string"
    },
    "end": {
      "type": "string"
    }
  },
  "required": [
    "symbol"
  ]
}

Open interest with per-row quality flags (verified archive + flagged bridge). tf=1h (default, full history) or tf=5m (archive-native 5-minute rows from 2020-09; ranged pulls, ~100k rows max per call).

Esquema de entrada

{
  "type": "object",
  "properties": {
    "symbol": {
      "type": "string"
    },
    "tf": {
      "type": "string",
      "enum": [
        "1h",
        "5m"
      ]
    },
    "start": {
      "type": "string"
    },
    "end": {
      "type": "string"
    }
  },
  "required": [
    "symbol"
  ]
}

Positioning ratios at 5-minute cadence from the checksummed venue archive (2020-09+): top-trader long/short by accounts and by position size, all-accounts long/short, taker buy/sell volume ratio. Ranged pulls, ~100k rows max per call.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "symbol": {
      "type": "string"
    },
    "start": {
      "type": "string"
    },
    "end": {
      "type": "string"
    }
  },
  "required": [
    "symbol"
  ]
}

Context series: fear_greed_1d, VIX_1d, DXY_1d, TNX_1d, DJI_1d.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "series": {
      "type": "string"
    },
    "start": {
      "type": "string"
    },
    "end": {
      "type": "string"
    }
  },
  "required": [
    "series"
  ]
}

Curated macro/crypto events (FOMC w/ surprise, halvings, incidents) in a range.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "type": {
      "type": "string"
    },
    "start": {
      "type": "string"
    },
    "end": {
      "type": "string"
    }
  }
}

Taker buy/sell imbalance, trade counts, quote volume (1h/1d via API; denser tiers in packs). buy_ratio 0.5 = balanced.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "symbol": {
      "type": "string"
    },
    "tf": {
      "type": "string",
      "enum": [
        "1h",
        "1d"
      ]
    },
    "start": {
      "type": "string"
    },
    "end": {
      "type": "string"
    }
  },
  "required": [
    "symbol"
  ]
}

Quality report for a dataset spec before you backtest on it: coverage, per-bar quality distribution, gaps, and concrete warnings.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "symbol": {
      "type": "string"
    },
    "tf": {
      "type": "string"
    },
    "start": {
      "type": "string"
    },
    "end": {
      "type": "string"
    }
  },
  "required": [
    "symbol",
    "tf"
  ]
}

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).

Esquema de entrada

{
  "type": "object",
  "properties": {
    "symbol": {
      "type": "string"
    },
    "tf": {
      "type": "string"
    },
    "bars": {
      "type": "object",
      "description": "columnar arrays: t (epoch s or ISO) required; o/h/l/c optional",
      "properties": {
        "t": {
          "type": "array"
        },
        "o": {
          "type": "array"
        },
        "h": {
          "type": "array"
        },
        "l": {
          "type": "array"
        },
        "c": {
          "type": "array"
        }
      }
    }
  },
  "required": [
    "symbol",
    "tf",
    "bars"
  ]
}

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).

Esquema de entrada

{
  "type": "object",
  "properties": {
    "symbol": {
      "type": "string"
    },
    "tf": {
      "type": "string"
    },
    "signals": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "t": {},
          "price": {
            "type": "number"
          },
          "side": {
            "type": "string"
          }
        }
      }
    }
  },
  "required": [
    "symbol",
    "tf",
    "signals"
  ]
}

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.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "symbols": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "start": {
      "type": "string"
    },
    "end": {
      "type": "string"
    },
    "asset": {
      "type": "string",
      "enum": [
        "crypto",
        "equity"
      ]
    }
  },
  "required": [
    "symbols"
  ]
}

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).

Esquema de entrada

{
  "type": "object",
  "properties": {
    "symbol": {
      "type": "string"
    },
    "concept": {
      "type": "string"
    },
    "start": {
      "type": "string"
    },
    "end": {
      "type": "string"
    },
    "as_of": {
      "type": "string"
    }
  },
  "required": [
    "symbol"
  ]
}

SEC Form 4 insider transactions as filed (80 symbols, since 2016): officer/director trades with shares, price, post-trade holdings.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "symbol": {
      "type": "string"
    },
    "start": {
      "type": "string"
    },
    "end": {
      "type": "string"
    }
  },
  "required": [
    "symbol"
  ]
}

Quarterly 13F institutional aggregates (81 symbols): holders, shares, value + QoQ deltas from SEC DERA structured tables.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "symbol": {
      "type": "string"
    },
    "start": {
      "type": "string"
    },
    "end": {
      "type": "string"
    }
  },
  "required": [
    "symbol"
  ]
}

Hourly CEX-vs-DEX funding spread (67 symbols): Hyperliquid funding vs Binance 1h-equivalent, from HL genesis 2023-05.

Esquema de entrada

{
  "type": "object",
  "properties": {
    "symbol": {
      "type": "string"
    },
    "start": {
      "type": "string"
    },
    "end": {
      "type": "string"
    }
  },
  "required": [
    "symbol"
  ]
}

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.

Esquema de entrada

{
  "type": "object",
  "properties": {}
}

FREE: what the daily refresh changed — dataset windows extended vs ~7 days ago, new symbols and sections, freshness per asset class.

Esquema de entrada

{
  "type": "object",
  "properties": {}
}

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.

Esquema de entrada

{
  "type": "object",
  "properties": {}
}

Prompts recomendados

retrieve_data

Get details about [item] from market-data

Herramientas esperadas: get_bars

fetch_info

Fetch [information type] using market-data

Herramientas esperadas: get_bars

Ejemplos de llamadas registradas

1 / 3

Prompt: Example call to describe_catalog

Herramienta: describe_catalog

Parámetros de entrada

{}

Resultado de salida

{
  "result": {
    "content": [
      {
        "type": "text",
        "text": "{\"generated\":\"2026-09-25T10:04:19+00:00\",\"quality_legend\":{\"0\":\"verified\",\"1\":\"raw\",\"2\":\"reconciled\",\"3\":\"interpolated\",\"4\":\"disputed\",\"5\":\"outage\"},\"pricing_usd\":{\"describe_catalog\":0,\"get_bars_per_1000_candles\":0.001,\"get_features_per_call\":0.01,\"crypto_training_pack\":59,\"equities_eod_training_pack\":59,\"get_funding_per_call\":0.005,\"get_open_interest_per_call\":0.005,\"get_long_short_per_call\":0.005,\"get_events_per_call\":0.01,\"get_orderflow_per_call\":0.005,\"tokenized_sequences_per_symbol\":18,\"get_funding_spread_per_call\":0.005,\"get_fundamentals_per_call\":0.01,\"get_insider_per_call\":0.01,\"get_institutional_per_call\":0.01,\"min_bars_call\":0.01},\"hard_line\":\"data and tooling only — never signals, predictions, or financial advice\",\"symbols\":{\"1INCH\":{\"asset\":\"crypto\",\"tfs\":{\"15m\":{\"from\":\"2020-12-25 05:00:00\",\"to\":\"2026-09-24 23:45:00\",\"bars\":201580,\"shards\":\"yearly\",\"years\":[2020,2021,2022,2023,2024,2025,2026],\"datacard\":\"datacards/1INCH_15m.json\"},\"1d\":{\"from\":\"2020-12-25 00:00:00\",\"to\":\"2026-09-24 00:00:00\",\"bars\":2100,\"shards\":\"yearly\",\"years\":[2020,2021,2022,2023,2024,2025,2026],\"datacard\":\"datacards/1INCH_1d.json\"},\"1h\":{\"from\":\"2020-12-25 05:00:00\",\"to\":\"2026-09-24 23:00:00\",\"bars\":50395,\"shards\":\"yearly\",\"years\":[2020,2021,2022,2023,2024,2025,2026],\"datacard\":\"datacards/1INCH_1h.json\"},\"1m\":{\"from\":\"2020-12-25 05:00:00\",\"to\":\"2026-09-24 23:59:00\",\"bars\":3023700,\"shards\":\"monthly\",\"years\":[\"2020-12\",\"2021-01\",\"2021-02\",\"2021-03\",\"2021-04\",\"2021-05\",\"2021-06\",\"2021-07\",\"2021-08\",\"2021-09\",\"2021-10\",\"2021-11\",\"2021-12\",\"2022-01\",\"2022-02\",\"2022-03\",\"2022-04\",\"2022-05\",\"2022-06\",\"2022-07\",\"2022-08\",\"2022-09\",\"2022-10\",\"2022-11\",\"2022-12\",\"2023-01\",\"2023-02\",\"2023-03\",\"2023-04\",\"2023-05\",\"2023-06\",\"2023-07\",\"2023-08\",\"2023-09\",\"2023-10\",\"2023-11\",\"2023-12\",\"2024-01\",\"2024-02\",\"2024-03\",\"2024-04\",\"2024-05\",\"2024-06\",\"2024-07\",\"2024-08\",\"2024-09\",\"2024-10\",\"2024-11\",\"2024-12\",\"2025-01\",\"2025-02\",\"2025-03\",\"2025-04\",\"2025-05\",\"2025-06\",\"2025-07\",\"2025-08\",\"2025-09\",\"2025-10\",\"2025-11\",\"2025-12\",\"2026-01\",\"2026-02\",\"2026-03\",\"2026-04\",\"2026-05\",\"2026-06\",\"2026-07\",\"2026-08\",\"2026-09\"],\"datacard\":\"datacards/1INCH_1m.json\"},\"5m\":{\"from\":\"2020-12-25 05:00:00\",\"to\":\"2026-09-24 23:55:00\",\"bars\":604740,\"shards\":\"yearly\",\"years\":[2020,2021,2022,2023,2024,2025,2026],\"datacard\":\"datacards/1INCH_5m.json\"}},\"features\":{\"15m\":{\"columns\":[\"ret_1\",\"ret_4\",\"ret_24\",\"ret_168\",\"rvol_24\",\"rvol_168\",\"rsi_14\",\"macd\",\"macd_signal\",\"macd_hist\",\"atr_14\",\"atr_14_pct\",\"bb_pos_20\",\"ema_dist_20\",\"ema_dist_50\",\"ema_dist_200\",\"vol_z_168\",\"regime\",\"window_nonverified\"],\"rows\":201580},\"1h\":{\"columns\":[\"ret_1\",\"ret_4\",\"ret_24\",\"ret_168\",\"rvol_24\",\"rvol_168\",\"rsi_14\",\"macd\",\"macd_signal\",\"macd_hist\",\"atr_14\",\"atr_14_pct\",\"bb_pos_20\",\"ema_dist_20\",\"ema_dist_50\",\"ema_dist_200\",\"vol_z_168\",\"regime\",\"window_nonverified\"],\"rows\":50395}}},\"AAVE\":{\"asset\":\"crypto\",\"tfs\":{\"15m\":{\"from\":\"2020-10-15 03:00:00\",\"to\":\"2026-09-24 23:45:00\",\"bars\":208404,\"shards\":\"yearly\",\"years\":[2020,2021,2022,2023,2024,2025,2026],\"datacard\":\"datacards/AAVE_15m.json\"},\"1d\":{\"from\":\"2020-10-15 00:00:00\",\"to\":\"2026-09-24 00:00:00\",\"bars\":2171,\"shards\":\"yearly\",\"years\":[2020,2021,2022,2023,2024,2025,2026],\"datacard\":\"datacards/AAVE_1d.json\"},\"1h\":{\"from\":\"2020-10-15 03:00:00\",\"to\":\"2026-09-24 23:00:00\",\"bars\":52101,\"shards\":\"yearly\",\"years\":[2020,2021,2022,2023,2024,2025,2026],\"datacard\":\"datacards/AAVE_1h.json\"},\"1m\":{\"from\":\"2020-10-15 03:00:00\",\"to\":\"2026-09-24 23:59:00\",\"bars\":3126060,\"shards\":\"monthly\",\"years\":[\"2020-10\",\"2020-11\",\"2020-12\",\"2021-01\",\"2021-02\",\"2021-03\",\"2021-04\",\"2021-05\",\"2021-06\",\"2021-07\",\"2021-08\",\"2021-09\",\"2021-10\",\"2021-11\",\"2021-12\",\"2022-01\",\"2022-02\",\"2022-03\",\"2022-04\",\"2022-05\",\"2022-06\",\"2022-07\",\"2022-08\",\"2022-09\",\"2022-10\",\"2022-11\",\"2022-12\",\"2023-01\",\"2023-02\",\"2023-03\",\"2023-04\",\"2023-05\",\"2023-06\",\"2023-07\",\"2023-08\",\"2023-09\",\"2023-10\",\"2023-11\",\"2023-12\",\"2024-01\",\"2024-02\",\"2024-03\",\"2024-04\",\"2024-05\",\"2024-06\",\"2024-07\",\"2024-08\",\"2024-09\",\"2024-10\",\"2024-11\",\"2024-12\",\"2025-01\",\"2025-02\",\"2025-03\",\"2025-04\",\"2025-05\",\"2025-06\",\"2025-07\",\"2025-08\",\"2025-09\",\"2025-10\",\"2025-11\",\"2025-12\",\"2026-01\",\"2026-02\",\"2026-03\",\"2026-04\",\"2026-05\",\"2026-06\",\"2026-07\",\"2026-08\",\"2026-09\"],\"datacard\":\"datacards/AAVE_1m.json\"},\"5m\":{\"from\":\"2020-10-15 03:00:00\",\"to\":\"2026-09-24 23:55:00\",\"bars\":625212,\"shards\":\"yearly\",\"years\":[2020,2021,2022,2023,2024,2025,2026],\"datacard\":\"datacards/AAVE_5m.json\"}},\"features\":{\"15m\":{\"columns\":[\"ret_1\",\"ret_4\",\"ret_24\",\"ret_168\",\"rvol_24\",\"rvol_168\",\"rsi_14\",\"macd\",\"macd_signal\",\"macd_hist\",\"atr_14\",\"atr_14_pct\",\"bb_pos_20\",\"ema_dist_20\",\"ema_dist_50\",\"ema_dist_200\",\"vol_z_168\",\"regime\",\"window_nonverified\"],\"rows\":208404},\"1h\":{\"columns\":[\"ret_1\",\"ret_4\",\"ret_24\",\"ret_168\",\"rvol_24\",\"rvol_168\",\"rsi_14\",\"macd\",\"macd_signal\",\"macd_hist\",\"atr_14\",\"atr_14_pct\",\"bb_pos_20\",\"ema_dist_20\",\"ema_dist_50\",\"ema_dist_200\",\"vol_z_168\",\"regime\",\"window_nonverified\"],\"rows\":52101}}},\"ADA\":{\"asset\":\"crypto\",\"tfs\":{\"15m\":{\"from\":\"2018-04-17 04:00:00\",\"to\":\"2026-09-24 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      }
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  },
  "durationMs": 442
}

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