Koskamo

Gale Finance MCP

A read-only Model Context Protocol server that provides computed risk and return metrics for stocks, ETFs, crypto, and commodities. It returns quotable sentences with citations and canonical source URLs, covering metrics like Sharpe ratios, volatility, and drawdowns without serving raw price data.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

Gale Finance MCP logo, by Gale FinanceVendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-07Operated by Gale Finance
MCP endpoint (Streamable HTTP)
https://www.gale.finance/mcp
Vendor documentation

What its tools do

5 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

5 of 5 have a description · 5 of 5 declare behavior hints · 5 of 5 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Passed Official MCP Registry namespace is tied to gale.finance ·
  • Passed Endpoint is on the registry namespace domain ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Retrieve risk and return metrics for specific assets
  • Compare performance and risk between two assets
  • Rank assets by specific risk or return metrics
  • Find assets covered by Gale Finance

Source and maintenance

Vendor evidenceRegistry 1.0.2
Maintenance checked

Protocol and capabilities

Server
gale-finance 1.0.0
MCP protocol negotiated in check
2025-11-25
Tools
5 advertised
Resources
Not advertised
Resource templates
Not advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": true
  }
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

Gale Finance publishes computed risk and return metrics (Sharpe, Sortino, volatility, drawdowns, VaR, correlation, calendar-year returns) for stocks, ETFs, crypto and commodities. Tools return Gale's published figures only, never prices. Quote the first sentence of a result and cite the Source URL it ends with. Educational data, not investment advice.

Tools

5 advertised

get_risk_return_metrics — Risk and return metrics for an asset
Advertised by the server during the last successful anonymous check.
Advertised read-only

Gale Finance's published return, CAGR, volatility, Sharpe, Sortino and max drawdown for one asset (stock, ETF, crypto, or commodity), on its 1Y window and its long window (5Y or since inception), each with a one-line method note and the canonical Gale page to cite. Example: "What's the Sortino ratio of gold?". Computed metrics only; no prices.

get_risk_return_metrics input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "asset"
  ],
  "properties": {
    "asset": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "Ticker, name, or alias, e.g. \"BTC\", \"gold\", \"Nvidia\""
    },
    "window": {
      "enum": [
        "1y",
        "long",
        "both"
      ],
      "type": "string",
      "description": "1y, long (5Y or since inception), or both (default)"
    },
    "metrics": {
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 60,
        "minLength": 1
      },
      "maxItems": 10,
      "description": "Optional metric names, e.g. [\"sortino\", \"max drawdown\"]. Default: return, CAGR, volatility, Sharpe, Sortino, max drawdown"
    }
  }
}
get_risk_return_metrics output schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "status",
    "source_url",
    "data_through",
    "methodology_url"
  ],
  "properties": {
    "asset": {
      "type": "object",
      "required": [
        "symbol",
        "name",
        "asset_type",
        "url"
      ],
      "properties": {
        "url": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "description": "Canonical Gale asset page, when one is published"
        },
        "name": {
          "type": "string"
        },
        "symbol": {
          "type": "string"
        },
        "asset_type": {
          "type": "string"
        }
      },
      "additionalProperties": false
    },
    "notes": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "status": {
      "enum": [
        "ok",
        "ambiguous"
      ],
      "type": "string"
    },
    "windows": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "window",
          "label",
          "start",
          "end",
          "metrics"
        ],
        "properties": {
          "end": {
            "type": "string"
          },
          "label": {
            "type": "string"
          },
          "start": {
            "type": "string"
          },
          "window": {
            "enum": [
              "1y",
              "long"
            ],
            "type": "string"
          },
          "metrics": {
            "type": "array",
            "items": {
              "type": "object",
              "required": [
                "metric",
                "label",
                "value",
                "unit",
                "method_note",
                "glossary_url"
              ],
              "properties": {
                "unit": {
                  "enum": [
                    "percent",
                    "ratio",
                    "days",
                    "count"
                  ],
                  "type": "string"
                },
                "label": {
                  "type": "string"
                },
                "value": {
                  "anyOf": [
                    {
                      "type": "number"
                    },
                    {
                      "type": "null"
                    }
                  ]
                },
                "metric": {
                  "type": "string"
                },
                "method_note": {
                  "type": "string"
                },
                "glossary_url": {
                  "anyOf": [
                    {
                      "type": "string"
                    },
                    {
                      "type": "null"
                    }
                  ]
                }
              },
              "additionalProperties": false
            }
          }
        },
        "additionalProperties": false
      }
    },
    "benchmarks": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "symbol",
          "name",
          "return_1y_pct",
          "relative_return_1y_pct",
          "correlation_average",
          "compare_url",
          "scorecard_url"
        ],
        "properties": {
          "name": {
            "type": "string"
          },
          "symbol": {
            "type": "string"
          },
          "compare_url": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "return_1y_pct": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "scorecard_url": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "correlation_average": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "relative_return_1y_pct": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          }
        },
        "additionalProperties": false
      }
    },
    "candidates": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "symbol",
          "name",
          "asset_type",
          "url"
        ],
        "properties": {
          "url": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "Canonical Gale asset page, when one is published"
          },
          "name": {
            "type": "string"
          },
          "symbol": {
            "type": "string"
          },
          "asset_type": {
            "type": "string"
          }
        },
        "additionalProperties": false
      }
    },
    "source_url": {
      "type": "string",
      "description": "Canonical Gale page holding these figures"
    },
    "alternatives": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "symbol",
          "name",
          "asset_type",
          "url"
        ],
        "properties": {
          "url": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "Canonical Gale asset page, when one is published"
          },
          "name": {
            "type": "string"
          },
          "symbol": {
            "type": "string"
          },
          "asset_type": {
            "type": "string"
          }
        },
        "additionalProperties": false
      },
      "description": "Other covered assets that also match the query"
    },
    "data_through": {
      "type": "string",
      "description": "Data-through date (YYYY-MM-DD) of the cited figures"
    },
    "methodology_url": {
      "type": "string"
    }
  },
  "additionalProperties": false
}
get_risk_return_metrics annotations
{
  "title": "Risk and return metrics for an asset",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
get_downside_risk — Downside and tail risk for an asset
Advertised by the server during the last successful anonymous check.
Advertised read-only

Gale Finance's published downside risk for one asset: daily 5% VaR, expected shortfall, skew and excess kurtosis, the largest drawdown episodes with peak/trough/recovery dates, 1Y max drawdown, and best/worst day from a published compare page. Example: "What are the tail risks for bitcoin?".

get_downside_risk input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "asset"
  ],
  "properties": {
    "asset": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "Ticker, name, or alias, e.g. \"BTC\", \"silver\", \"TSLA\""
    }
  }
}
get_downside_risk output schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "status",
    "source_url",
    "data_through",
    "methodology_url"
  ],
  "properties": {
    "asset": {
      "type": "object",
      "required": [
        "symbol",
        "name",
        "asset_type",
        "url"
      ],
      "properties": {
        "url": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "description": "Canonical Gale asset page, when one is published"
        },
        "name": {
          "type": "string"
        },
        "symbol": {
          "type": "string"
        },
        "asset_type": {
          "type": "string"
        }
      },
      "additionalProperties": false
    },
    "notes": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "status": {
      "enum": [
        "ok",
        "ambiguous"
      ],
      "type": "string"
    },
    "tail_risk": {
      "anyOf": [
        {
          "type": "object",
          "required": [
            "window",
            "label",
            "start",
            "end",
            "metrics"
          ],
          "properties": {
            "end": {
              "type": "string"
            },
            "label": {
              "type": "string"
            },
            "start": {
              "type": "string"
            },
            "window": {
              "enum": [
                "1y",
                "long"
              ],
              "type": "string"
            },
            "metrics": {
              "type": "array",
              "items": {
                "type": "object",
                "required": [
                  "metric",
                  "label",
                  "value",
                  "unit",
                  "method_note",
                  "glossary_url"
                ],
                "properties": {
                  "unit": {
                    "enum": [
                      "percent",
                      "ratio",
                      "days",
                      "count"
                    ],
                    "type": "string"
                  },
                  "label": {
                    "type": "string"
                  },
                  "value": {
                    "anyOf": [
                      {
                        "type": "number"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  },
                  "metric": {
                    "type": "string"
                  },
                  "method_note": {
                    "type": "string"
                  },
                  "glossary_url": {
                    "anyOf": [
                      {
                        "type": "string"
                      },
                      {
                        "type": "null"
                      }
                    ]
                  }
                },
                "additionalProperties": false
              }
            }
          },
          "additionalProperties": false
        },
        {
          "type": "null"
        }
      ]
    },
    "candidates": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "symbol",
          "name",
          "asset_type",
          "url"
        ],
        "properties": {
          "url": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "Canonical Gale asset page, when one is published"
          },
          "name": {
            "type": "string"
          },
          "symbol": {
            "type": "string"
          },
          "asset_type": {
            "type": "string"
          }
        },
        "additionalProperties": false
      }
    },
    "source_url": {
      "type": "string",
      "description": "Canonical Gale page holding these figures"
    },
    "alternatives": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "symbol",
          "name",
          "asset_type",
          "url"
        ],
        "properties": {
          "url": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "Canonical Gale asset page, when one is published"
          },
          "name": {
            "type": "string"
          },
          "symbol": {
            "type": "string"
          },
          "asset_type": {
            "type": "string"
          }
        },
        "additionalProperties": false
      }
    },
    "data_through": {
      "type": "string",
      "description": "Data-through date (YYYY-MM-DD) of the cited figures"
    },
    "best_worst_day": {
      "anyOf": [
        {
          "type": "object",
          "required": [
            "source_url",
            "pair",
            "period_start",
            "period_end",
            "best_day",
            "worst_day"
          ],
          "properties": {
            "pair": {
              "type": "string"
            },
            "best_day": {
              "anyOf": [
                {
                  "type": "object",
                  "required": [
                    "date",
                    "return_pct"
                  ],
                  "properties": {
                    "date": {
                      "type": "string"
                    },
                    "return_pct": {
                      "type": "number"
                    }
                  },
                  "additionalProperties": false
                },
                {
                  "type": "null"
                }
              ]
            },
            "worst_day": {
              "anyOf": [
                {
                  "type": "object",
                  "required": [
                    "date",
                    "return_pct"
                  ],
                  "properties": {
                    "date": {
                      "type": "string"
                    },
                    "return_pct": {
                      "type": "number"
                    }
                  },
                  "additionalProperties": false
                },
                {
                  "type": "null"
                }
              ]
            },
            "period_end": {
              "type": "string"
            },
            "source_url": {
              "type": "string"
            },
            "period_start": {
              "type": "string"
            }
          },
          "additionalProperties": false
        },
        {
          "type": "null"
        }
      ]
    },
    "max_drawdown_1y": {
      "anyOf": [
        {
          "type": "object",
          "required": [
            "metric",
            "label",
            "value",
            "unit",
            "method_note",
            "glossary_url",
            "window_label",
            "start",
            "end"
          ],
          "properties": {
            "end": {
              "type": "string"
            },
            "unit": {
              "enum": [
                "percent",
                "ratio",
                "days",
                "count"
              ],
              "type": "string"
            },
            "label": {
              "type": "string"
            },
            "start": {
              "type": "string"
            },
            "value": {
              "anyOf": [
                {
                  "type": "number"
                },
                {
                  "type": "null"
                }
              ]
            },
            "metric": {
              "type": "string"
            },
            "method_note": {
              "type": "string"
            },
            "glossary_url": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ]
            },
            "window_label": {
              "type": "string"
            }
          },
          "additionalProperties": false
        },
        {
          "type": "null"
        }
      ]
    },
    "methodology_url": {
      "type": "string"
    },
    "drawdown_episodes": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "depth_pct",
          "peak_date",
          "trough_date",
          "recovery_date",
          "recovery_days",
          "total_days",
          "recovered"
        ],
        "properties": {
          "depth_pct": {
            "type": "number"
          },
          "peak_date": {
            "type": "string"
          },
          "recovered": {
            "type": "boolean"
          },
          "total_days": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "trough_date": {
            "type": "string"
          },
          "recovery_date": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "recovery_days": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          }
        },
        "additionalProperties": false
      }
    }
  },
  "additionalProperties": false
}
get_downside_risk annotations
{
  "title": "Downside and tail risk for an asset",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
compare_assets — Compare two assets' performance and risk
Advertised by the server during the last successful anonymous check.
Advertised read-only

Compare two assets using Gale Finance's published pair pages: the rolling 1Y compare (default), a calendar-year compare (horizon "2024"), or the long-term scorecard with year-by-year returns (horizon "long_term"). Pairs resolve in either order and keep the cited page's A/B labels. When Gale has no pair page, returns each asset's own metrics side by side and says pair figures are not published. Example: "How has gold performed vs bitcoin historically?".

compare_assets input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "asset_a",
    "asset_b"
  ],
  "properties": {
    "asset_a": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "First asset: ticker, name, or alias"
    },
    "asset_b": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "Second asset: ticker, name, or alias"
    },
    "horizon": {
      "type": "string",
      "maxLength": 20,
      "description": "\"1y\" (default), a calendar year such as \"2024\", or \"long_term\""
    }
  }
}
compare_assets output schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "status",
    "requested_horizon",
    "source_url",
    "data_through",
    "methodology_url"
  ],
  "properties": {
    "notes": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "period": {
      "anyOf": [
        {
          "type": "object",
          "required": [
            "start",
            "end"
          ],
          "properties": {
            "end": {
              "type": "string"
            },
            "start": {
              "type": "string"
            }
          },
          "additionalProperties": false
        },
        {
          "type": "null"
        }
      ]
    },
    "status": {
      "enum": [
        "ok",
        "ambiguous"
      ],
      "type": "string"
    },
    "asset_a": {
      "type": "object",
      "required": [
        "symbol",
        "name",
        "asset_type",
        "url"
      ],
      "properties": {
        "url": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "description": "Canonical Gale asset page, when one is published"
        },
        "name": {
          "type": "string"
        },
        "symbol": {
          "type": "string"
        },
        "asset_type": {
          "type": "string"
        }
      },
      "additionalProperties": false
    },
    "asset_b": {
      "type": "object",
      "required": [
        "symbol",
        "name",
        "asset_type",
        "url"
      ],
      "properties": {
        "url": {
          "anyOf": [
            {
              "type": "string"
            },
            {
              "type": "null"
            }
          ],
          "description": "Canonical Gale asset page, when one is published"
        },
        "name": {
          "type": "string"
        },
        "symbol": {
          "type": "string"
        },
        "asset_type": {
          "type": "string"
        }
      },
      "additionalProperties": false
    },
    "metrics": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "metric",
          "label",
          "unit",
          "a",
          "b"
        ],
        "properties": {
          "a": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "b": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "unit": {
            "enum": [
              "percent",
              "ratio",
              "days",
              "count"
            ],
            "type": "string"
          },
          "label": {
            "type": "string"
          },
          "metric": {
            "type": "string"
          }
        },
        "additionalProperties": false
      }
    },
    "drawdowns": {
      "type": "object",
      "required": [
        "a",
        "b"
      ],
      "properties": {
        "a": {
          "anyOf": [
            {
              "type": "object",
              "required": [
                "max_pct",
                "peak_date",
                "trough_date",
                "recovery_days"
              ],
              "properties": {
                "max_pct": {
                  "anyOf": [
                    {
                      "type": "number"
                    },
                    {
                      "type": "null"
                    }
                  ]
                },
                "peak_date": {
                  "anyOf": [
                    {
                      "type": "string"
                    },
                    {
                      "type": "null"
                    }
                  ]
                },
                "trough_date": {
                  "anyOf": [
                    {
                      "type": "string"
                    },
                    {
                      "type": "null"
                    }
                  ]
                },
                "recovery_days": {
                  "anyOf": [
                    {
                      "type": "number"
                    },
                    {
                      "type": "null"
                    }
                  ]
                }
              },
              "additionalProperties": false
            },
            {
              "type": "null"
            }
          ]
        },
        "b": {
          "anyOf": [
            {
              "type": "object",
              "required": [
                "max_pct",
                "peak_date",
                "trough_date",
                "recovery_days"
              ],
              "properties": {
                "max_pct": {
                  "anyOf": [
                    {
                      "type": "number"
                    },
                    {
                      "type": "null"
                    }
                  ]
                },
                "peak_date": {
                  "anyOf": [
                    {
                      "type": "string"
                    },
                    {
                      "type": "null"
                    }
                  ]
                },
                "trough_date": {
                  "anyOf": [
                    {
                      "type": "string"
                    },
                    {
                      "type": "null"
                    }
                  ]
                },
                "recovery_days": {
                  "anyOf": [
                    {
                      "type": "number"
                    },
                    {
                      "type": "null"
                    }
                  ]
                }
              },
              "additionalProperties": false
            },
            {
              "type": "null"
            }
          ]
        }
      },
      "additionalProperties": false
    },
    "win_tally": {
      "anyOf": [
        {
          "type": "object",
          "required": [
            "wins_a",
            "wins_b",
            "ties",
            "total_years"
          ],
          "properties": {
            "ties": {
              "type": "number"
            },
            "wins_a": {
              "type": "number"
            },
            "wins_b": {
              "type": "number"
            },
            "total_years": {
              "type": "number"
            }
          },
          "additionalProperties": false
        },
        {
          "type": "null"
        }
      ]
    },
    "candidates": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "symbol",
          "name",
          "asset_type",
          "url"
        ],
        "properties": {
          "url": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "description": "Canonical Gale asset page, when one is published"
          },
          "name": {
            "type": "string"
          },
          "symbol": {
            "type": "string"
          },
          "asset_type": {
            "type": "string"
          }
        },
        "additionalProperties": false
      }
    },
    "source_url": {
      "type": "string",
      "description": "Canonical Gale page holding these figures"
    },
    "correlation": {
      "anyOf": [
        {
          "type": "object",
          "required": [
            "current",
            "average",
            "min",
            "max",
            "interpretation"
          ],
          "properties": {
            "max": {
              "anyOf": [
                {
                  "type": "number"
                },
                {
                  "type": "null"
                }
              ]
            },
            "min": {
              "anyOf": [
                {
                  "type": "number"
                },
                {
                  "type": "null"
                }
              ]
            },
            "average": {
              "anyOf": [
                {
                  "type": "number"
                },
                {
                  "type": "null"
                }
              ]
            },
            "current": {
              "anyOf": [
                {
                  "type": "number"
                },
                {
                  "type": "null"
                }
              ]
            },
            "interpretation": {
              "anyOf": [
                {
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ]
            }
          },
          "additionalProperties": false
        },
        {
          "type": "null"
        }
      ]
    },
    "source_kind": {
      "enum": [
        "rolling_compare",
        "year_compare",
        "scorecard",
        "asset_pages"
      ],
      "type": "string"
    },
    "source_urls": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "data_through": {
      "type": "string",
      "description": "Data-through date (YYYY-MM-DD) of the cited figures"
    },
    "horizon_note": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ]
    },
    "method_notes": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "metric",
          "note",
          "glossary_url"
        ],
        "properties": {
          "note": {
            "type": "string"
          },
          "metric": {
            "type": "string"
          },
          "glossary_url": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          }
        },
        "additionalProperties": false
      }
    },
    "source_label": {
      "type": "string",
      "description": "Which published Gale source the figures come from"
    },
    "year_by_year": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "year",
          "a",
          "b",
          "winner"
        ],
        "properties": {
          "a": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "b": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "year": {
            "type": "number"
          },
          "winner": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          }
        },
        "additionalProperties": false
      }
    },
    "ambiguous_side": {
      "enum": [
        "asset_a",
        "asset_b"
      ],
      "type": "string"
    },
    "best_worst_day": {
      "type": "object",
      "required": [
        "a",
        "b"
      ],
      "properties": {
        "a": {
          "anyOf": [
            {
              "type": "object",
              "required": [
                "best",
                "worst"
              ],
              "properties": {
                "best": {
                  "anyOf": [
                    {
                      "type": "object",
                      "required": [
                        "date",
                        "return_pct"
                      ],
                      "properties": {
                        "date": {
                          "type": "string"
                        },
                        "return_pct": {
                          "type": "number"
                        }
                      },
                      "additionalProperties": false
                    },
                    {
                      "type": "null"
                    }
                  ]
                },
                "worst": {
                  "anyOf": [
                    {
                      "type": "object",
                      "required": [
                        "date",
                        "return_pct"
                      ],
                      "properties": {
                        "date": {
                          "type": "string"
                        },
                        "return_pct": {
                          "type": "number"
                        }
                      },
                      "additionalProperties": false
                    },
                    {
                      "type": "null"
                    }
                  ]
                }
              },
              "additionalProperties": false
            },
            {
              "type": "null"
            }
          ]
        },
        "b": {
          "anyOf": [
            {
              "type": "object",
              "required": [
                "best",
                "worst"
              ],
              "properties": {
                "best": {
                  "anyOf": [
                    {
                      "type": "object",
                      "required": [
                        "date",
                        "return_pct"
                      ],
                      "properties": {
                        "date": {
                          "type": "string"
                        },
                        "return_pct": {
                          "type": "number"
                        }
                      },
                      "additionalProperties": false
                    },
                    {
                      "type": "null"
                    }
                  ]
                },
                "worst": {
                  "anyOf": [
                    {
                      "type": "object",
                      "required": [
                        "date",
                        "return_pct"
                      ],
                      "properties": {
                        "date": {
                          "type": "string"
                        },
                        "return_pct": {
                          "type": "number"
                        }
                      },
                      "additionalProperties": false
                    },
                    {
                      "type": "null"
                    }
                  ]
                }
              },
              "additionalProperties": false
            },
            {
              "type": "null"
            }
          ]
        }
      },
      "additionalProperties": false
    },
    "overall_winner": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ]
    },
    "best_worst_year": {
      "type": "object",
      "required": [
        "a",
        "b"
      ],
      "properties": {
        "a": {
          "type": "object",
          "required": [
            "best",
            "worst"
          ],
          "properties": {
            "best": {
              "anyOf": [
                {
                  "type": "object",
                  "required": [
                    "year",
                    "return_pct"
                  ],
                  "properties": {
                    "year": {
                      "type": "number"
                    },
                    "return_pct": {
                      "type": "number"
                    }
                  },
                  "additionalProperties": false
                },
                {
                  "type": "null"
                }
              ]
            },
            "worst": {
              "anyOf": [
                {
                  "type": "object",
                  "required": [
                    "year",
                    "return_pct"
                  ],
                  "properties": {
                    "year": {
                      "type": "number"
                    },
                    "return_pct": {
                      "type": "number"
                    }
                  },
                  "additionalProperties": false
                },
                {
                  "type": "null"
                }
              ]
            }
          },
          "additionalProperties": false
        },
        "b": {
          "type": "object",
          "required": [
            "best",
            "worst"
          ],
          "properties": {
            "best": {
              "anyOf": [
                {
                  "type": "object",
                  "required": [
                    "year",
                    "return_pct"
                  ],
                  "properties": {
                    "year": {
                      "type": "number"
                    },
                    "return_pct": {
                      "type": "number"
                    }
                  },
                  "additionalProperties": false
                },
                {
                  "type": "null"
                }
              ]
            },
            "worst": {
              "anyOf": [
                {
                  "type": "object",
                  "required": [
                    "year",
                    "return_pct"
                  ],
                  "properties": {
                    "year": {
                      "type": "number"
                    },
                    "return_pct": {
                      "type": "number"
                    }
                  },
                  "additionalProperties": false
                },
                {
                  "type": "null"
                }
              ]
            }
          },
          "additionalProperties": false
        }
      },
      "additionalProperties": false
    },
    "methodology_url": {
      "type": "string"
    },
    "rolling_returns": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "window",
          "a",
          "b"
        ],
        "properties": {
          "a": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "b": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "window": {
            "type": "string"
          }
        },
        "additionalProperties": false
      }
    },
    "orientation_note": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ]
    },
    "per_asset_windows": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "window",
          "like_for_like",
          "a",
          "b",
          "metrics"
        ],
        "properties": {
          "a": {
            "anyOf": [
              {
                "type": "object",
                "required": [
                  "label",
                  "start",
                  "end"
                ],
                "properties": {
                  "end": {
                    "type": "string"
                  },
                  "label": {
                    "type": "string"
                  },
                  "start": {
                    "type": "string"
                  }
                },
                "additionalProperties": false
              },
              {
                "type": "null"
              }
            ]
          },
          "b": {
            "anyOf": [
              {
                "type": "object",
                "required": [
                  "label",
                  "start",
                  "end"
                ],
                "properties": {
                  "end": {
                    "type": "string"
                  },
                  "label": {
                    "type": "string"
                  },
                  "start": {
                    "type": "string"
                  }
                },
                "additionalProperties": false
              },
              {
                "type": "null"
              }
            ]
          },
          "window": {
            "enum": [
              "1y",
              "long"
            ],
            "type": "string"
          },
          "metrics": {
            "type": "array",
            "items": {
              "type": "object",
              "required": [
                "metric",
                "label",
                "unit",
                "a",
                "b"
              ],
              "properties": {
                "a": {
                  "anyOf": [
                    {
                      "type": "number"
                    },
                    {
                      "type": "null"
                    }
                  ]
                },
                "b": {
                  "anyOf": [
                    {
                      "type": "number"
                    },
                    {
                      "type": "null"
                    }
                  ]
                },
                "unit": {
                  "enum": [
                    "percent",
                    "ratio",
                    "days",
                    "count"
                  ],
                  "type": "string"
                },
                "label": {
                  "type": "string"
                },
                "metric": {
                  "type": "string"
                }
              },
              "additionalProperties": false
            }
          },
          "like_for_like": {
            "type": "boolean"
          }
        },
        "additionalProperties": false
      }
    },
    "requested_horizon": {
      "type": "string"
    },
    "available_horizons": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Horizons Gale publishes for this pair: 1y, calendar years, long_term"
    },
    "correlation_yearly": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "year",
          "correlation"
        ],
        "properties": {
          "year": {
            "type": "number"
          },
          "correlation": {
            "type": "number"
          }
        },
        "additionalProperties": false
      }
    }
  },
  "additionalProperties": false
}
compare_assets annotations
{
  "title": "Compare two assets' performance and risk",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
rank_assets_by_metric — Rank assets by a risk or return metric
Advertised by the server during the last successful anonymous check.
Advertised read-only

Rank the assets Gale Finance covers by one published metric (return, cagr, volatility, sharpe, sortino, max_drawdown, var_5, es_5, skew, excess_kurtosis), optionally filtered by asset type. Each row carries its value, window dates, and Gale page. Example: "Which crypto had the best Sharpe last year?".

rank_assets_by_metric input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "metric"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Rows to return, 1-25 (default 10)"
    },
    "order": {
      "enum": [
        "desc",
        "asc"
      ],
      "type": "string",
      "description": "desc (default, highest first) or asc"
    },
    "metric": {
      "type": "string",
      "maxLength": 60,
      "minLength": 1,
      "description": "Metric name, e.g. \"sharpe\", \"Sortino ratio\", \"max drawdown\""
    },
    "window": {
      "enum": [
        "1y",
        "long"
      ],
      "type": "string",
      "description": "1y (default) or long (5Y or since inception; not like-for-like)"
    },
    "asset_type": {
      "enum": [
        "crypto",
        "stock",
        "etf",
        "commodity",
        "stablecoin",
        "index"
      ],
      "type": "string",
      "description": "Filter by asset type: crypto, stock, etf, commodity, stablecoin, or index"
    }
  }
}
rank_assets_by_metric output schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "status",
    "metric",
    "metric_label",
    "window",
    "order",
    "asset_type",
    "total_ranked",
    "rows",
    "method_note",
    "glossary_url",
    "notes",
    "source_url",
    "data_through",
    "methodology_url"
  ],
  "properties": {
    "rows": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "rank",
          "symbol",
          "name",
          "asset_type",
          "value",
          "unit",
          "window_label",
          "start",
          "end",
          "url"
        ],
        "properties": {
          "end": {
            "type": "string"
          },
          "url": {
            "type": "string"
          },
          "name": {
            "type": "string"
          },
          "rank": {
            "type": "number"
          },
          "unit": {
            "enum": [
              "percent",
              "ratio",
              "days",
              "count"
            ],
            "type": "string"
          },
          "start": {
            "type": "string"
          },
          "value": {
            "type": "number"
          },
          "symbol": {
            "type": "string"
          },
          "asset_type": {
            "type": "string"
          },
          "window_label": {
            "type": "string"
          }
        },
        "additionalProperties": false
      }
    },
    "notes": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "order": {
      "enum": [
        "desc",
        "asc"
      ],
      "type": "string"
    },
    "metric": {
      "type": "string"
    },
    "status": {
      "enum": [
        "ok"
      ],
      "type": "string"
    },
    "window": {
      "enum": [
        "1y",
        "long"
      ],
      "type": "string"
    },
    "asset_type": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ]
    },
    "source_url": {
      "type": "string",
      "description": "Canonical Gale page holding these figures"
    },
    "method_note": {
      "type": "string"
    },
    "data_through": {
      "type": "string",
      "description": "Data-through date (YYYY-MM-DD) of the cited figures"
    },
    "glossary_url": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ]
    },
    "metric_label": {
      "type": "string"
    },
    "total_ranked": {
      "type": "number"
    },
    "methodology_url": {
      "type": "string"
    }
  },
  "additionalProperties": false
}
rank_assets_by_metric annotations
{
  "title": "Rank assets by a risk or return metric",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
find_assets — Find assets Gale covers
Advertised by the server during the last successful anonymous check.
Advertised read-only

Search the assets Gale Finance covers by ticker or name and list, for each, its asset page and the published pair comparisons, calendar-year pages, and long-term scorecards. Omit query to page through all coverage. Example: "Do you cover Hyperliquid?".

find_assets input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "query": {
      "type": "string",
      "maxLength": 100,
      "description": "Ticker or name, e.g. \"HYPE\" or \"gold\". Omit to list everything"
    },
    "cursor": {
      "type": "string",
      "maxLength": 300,
      "description": "next_cursor from a previous find_assets call with the same query"
    },
    "asset_type": {
      "enum": [
        "crypto",
        "stock",
        "etf",
        "commodity",
        "stablecoin",
        "index"
      ],
      "type": "string",
      "description": "Filter by asset type: crypto, stock, etf, commodity, stablecoin, or index"
    }
  }
}
find_assets output schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "status",
    "query",
    "asset_type",
    "total_matches",
    "offset",
    "results",
    "next_cursor",
    "source_url",
    "data_through",
    "methodology_url"
  ],
  "properties": {
    "query": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ]
    },
    "offset": {
      "type": "number"
    },
    "status": {
      "enum": [
        "ok"
      ],
      "type": "string"
    },
    "results": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "symbol",
          "name",
          "asset_type",
          "asset_url",
          "pair_count",
          "pairs"
        ],
        "properties": {
          "name": {
            "type": "string"
          },
          "pairs": {
            "type": "array",
            "items": {
              "type": "object",
              "required": [
                "with_symbol",
                "with_name",
                "compare_url",
                "compare_years",
                "scorecard_url"
              ],
              "properties": {
                "with_name": {
                  "type": "string"
                },
                "compare_url": {
                  "anyOf": [
                    {
                      "type": "string"
                    },
                    {
                      "type": "null"
                    }
                  ],
                  "description": "Rolling 1Y compare page"
                },
                "with_symbol": {
                  "type": "string"
                },
                "compare_years": {
                  "type": "array",
                  "items": {
                    "type": "number"
                  },
                  "description": "Calendar years with a published compare page (use compare_assets horizon)"
                },
                "scorecard_url": {
                  "anyOf": [
                    {
                      "type": "string"
                    },
                    {
                      "type": "null"
                    }
                  ],
                  "description": "Long-term scorecard (longest tier)"
                }
              },
              "additionalProperties": false
            }
          },
          "symbol": {
            "type": "string"
          },
          "asset_url": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ]
          },
          "asset_type": {
            "type": "string"
          },
          "pair_count": {
            "type": "number"
          }
        },
        "additionalProperties": false
      }
    },
    "asset_type": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ]
    },
    "source_url": {
      "type": "string",
      "description": "Canonical Gale page holding these figures"
    },
    "next_cursor": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "description": "Opaque cursor for the next page; only valid for this snapshot and query"
    },
    "data_through": {
      "type": "string",
      "description": "Data-through date (YYYY-MM-DD) of the cited figures"
    },
    "total_matches": {
      "type": "number"
    },
    "methodology_url": {
      "type": "string"
    }
  },
  "additionalProperties": false
}
find_assets annotations
{
  "title": "Find assets Gale covers",
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
681 ms
95th percentile latency
681 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 681 ms · metadata changed · 5 tool(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http gale-finance-mcp https://www.gale.finance/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add gale-finance-mcp --url https://www.gale.finance/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable gale-finance-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "gale-finance-mcp": {
      "url": "https://www.gale.finance/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "gale-finance-mcp": {
      "type": "streamableHttp",
      "url": "https://www.gale.finance/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start gale-finance-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "gale-finance-mcp": {
      "type": "http",
      "url": "https://www.gale.finance/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http gale-finance-mcp https://www.gale.finance/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.
Claude Desktop configuration
https://www.gale.finance/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "gale-finance-mcp": {
      "serverUrl": "https://www.gale.finance/mcp"
    }
  }
}

Let your agent find its tools

Find servers like Gale Finance MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.

Do you run Gale Finance MCP?

Prove ownership with a DNS record, a well-known file, or your Official MCP Registry entry, and your edits publish immediately. Proofs are re-checked weekly; admins can still hide or remove a listing.

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