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Glama

Leeway Financial Data

fundamentals

fundamentals
Read-only

Company figures for SYMBOL.EXCHANGE. view=statements is the statements and profile. view=keyfigures is calculated series; pass fields as a comma-separated list and from as YYYY-MM-DD. view=forecast is analyst estimates.

Input Schema

NameRequiredDescriptionDefault
fmtNoOutput format, default is JSON. Options: XML
fromNoYYYY-MM-DD. Points before this date are omitted.
langNoLanguage setting, default is english. Input 'german' for translated version.
viewYesstatements, keyfigures, or forecast.
fieldsNoComma-separated series names, for example stock_buybacks,EBIT_margin. Omit to return every series.
mainexchangeNoWhen 'true', return the home listing’s full fundamentals (including General.Code and General.Exchange) instead of the requested listing. Without this flag, secondary listings keep their own General identity and merge Financials from the home listing when available.
symbolExchangeYesSYMBOL.EXCHANGE or ISIN. Example: SAP.XETRA

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed6 schema fields changed
    • addedInput schema / additionalProperties
      Added value: +false
    • addedInput schema / properties / fields
      Added value: +{
      +  "description": "Comma-separated series names, for example stock_buybacks,EBIT_margin. Omit to return every series.",
      +  "type": "string"
      +}
    • addedInput schema / properties / from
      Added value: +{
      +  "description": "YYYY-MM-DD. Points before this date are omitted.",
      +  "type": "string"
      +}
    • addedInput schema / properties / view
      Added value: +{
      +  "description": "statements, keyfigures, or forecast.",
      +  "enum": [
      +    "statements",
      +    "keyfigures",
      +    "forecast"
      +  ],
      +  "type": "string"
      +}
    • changedInput schema / required
      Previous value: -[
      -  "symbolExchange"
      -]New value: +[
      +  "view",
      +  "symbolExchange"
      +]
    • changedOutput schema / (root)
      Previous value: -{
      -  "$schema": "http://json-schema.org/draft-07/schema#",
      -  "additionalProperties": {},
      -  "properties": {
      -    "Earnings": {
      -      "anyOf": [
      -        {
      -          "additionalProperties": {},
      -          "properties": {
      -            "History": {
      -              "anyOf": [
      -                {
      -                  "items": {
      -                    "anyOf": [
      -                      {
      -                        "additionalProperties": {},
      -                        "properties": {
      -                          "beforeAfterMarket": {
      -                            "anyOf": [
      -                              {
      -                                "type": "string"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "currency": {
      -                            "anyOf": [
      -                              {
      -                                "type": "string"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "date": {
      -                            "anyOf": [
      -                              {
      -                                "type": "string"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "epsActual": {
      -                            "anyOf": [
      -                              {
      -                                "type": "number"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "epsDifference": {
      -                            "anyOf": [
      -                              {
      -                                "type": "number"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "epsEstimate": {
      -                            "anyOf": [
      -                              {
      -                                "type": "number"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "reportDate": {
      -                            "anyOf": [
      -                              {
      -                                "type": "string"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "surprisePercent": {
      -                            "anyOf": [
      -                              {
      -                                "type": "number"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          }
      -                        },
      -                        "type": "object"
      -                      },
      -                      {
      -                        "type": "null"
      -                      }
      -                    ]
      -                  },
      -                  "type": "array"
      -                },
      -                {
      -                  "type": "null"
      -                }
      -              ]
      -            },
      -            "Trend": {
      -              "anyOf": [
      -                {
      -                  "items": {
      -                    "anyOf": [
      -                      {
      -                        "additionalProperties": {},
      -                        "properties": {
      -                          "date": {
      -                            "anyOf": [
      -                              {
      -                                "type": "string"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "earningsEstimateAvg": {
      -                            "anyOf": [
      -                              {
      -                                "type": "number"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "earningsEstimateNumberOfAnalysts": {
      -                            "anyOf": [
      -                              {
      -                                "type": "number"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "period": {
      -                            "anyOf": [
      -                              {
      -                                "type": "string"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "revenueEstimateAvg": {
      -                            "anyOf": [
      -                              {
      -                                "type": "number"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          }
      -                        },
      -                        "type": "object"
      -                      },
      -                      {
      -                        "type": "null"
      -                      }
      -                    ]
      -                  },
      -                  "type": "array"
      -                },
      -                {
      -                  "type": "null"
      -                }
      -              ]
      -            }
      -          },
      -          "type": "object"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ]
      -    },
      -    "Financials": {
      -      "anyOf": [
      -        {
      -          "additionalProperties": {},
      -          "properties": {
      -            "Balance_Sheet": {
      -              "anyOf": [
      -                {
      -                  "additionalProperties": {},
      -                  "properties": {
      -                    "currency_symbol": {
      -                      "anyOf": [
      -                        {
      -                          "type": "string"
      -                        },
      -                        {
      -                          "type": "null"
      -                        }
      -                      ]
      -                    },
      -                    "quarterly": {
      -                      "anyOf": [
      -                        {
      -                          "items": {
      -                            "anyOf": [
      -                              {
      -                                "additionalProperties": {},
      -                                "properties": {
      -                                  "cash": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "currency_symbol": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "string"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "date": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "string"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "filing_date": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "string"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "goodWill": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "netWorkingCapital": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "retainedEarnings": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "totalAssets": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "totalCurrentAssets": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "totalCurrentLiabilities": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "totalLiab": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "totalStockholderEquity": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  }
      -                                },
      -                                "type": "object"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "type": "array"
      -                        },
      -                        {
      -                          "type": "null"
      -                        }
      -                      ]
      -                    },
      -                    "yearly": {
      -                      "anyOf": [
      -                        {
      -                          "items": {
      -                            "anyOf": [
      -                              {
      -                                "additionalProperties": {},
      -                                "properties": {
      -                                  "cash": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "currency_symbol": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "string"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "date": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "string"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "filing_date": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "string"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "goodWill": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "netWorkingCapital": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "retainedEarnings": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "totalAssets": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "totalCurrentAssets": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "totalCurrentLiabilities": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "totalLiab": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "totalStockholderEquity": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  }
      -                                },
      -                                "type": "object"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "type": "array"
      -                        },
      -                        {
      -                          "type": "null"
      -                        }
      -                      ]
      -                    }
      -                  },
      -                  "type": "object"
      -                },
      -                {
      -                  "type": "null"
      -                }
      -              ]
      -            },
      -            "Cash_Flow": {
      -              "anyOf": [
      -                {
      -                  "additionalProperties": {},
      -                  "properties": {
      -                    "currency_symbol": {
      -                      "anyOf": [
      -                        {
      -                          "type": "string"
      -                        },
      -                        {
      -                          "type": "null"
      -                        }
      -                      ]
      -                    },
      -                    "quarterly": {
      -                      "anyOf": [
      -                        {
      -                          "items": {
      -                            "anyOf": [
      -                              {
      -                                "additionalProperties": {},
      -                                "properties": {
      -                                  "capitalExpenditures": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "currency_symbol": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "string"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "date": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "string"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "dividendsPaid": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "filing_date": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "string"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "freeCashFlow": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "netIncome": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "totalCashFromOperatingActivities": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  }
      -                                },
      -                                "type": "object"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "type": "array"
      -                        },
      -                        {
      -                          "type": "null"
      -                        }
      -                      ]
      -                    },
      -                    "yearly": {
      -                      "anyOf": [
      -                        {
      -                          "items": {
      -                            "anyOf": [
      -                              {
      -                                "additionalProperties": {},
      -                                "properties": {
      -                                  "capitalExpenditures": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "currency_symbol": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "string"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "date": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "string"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "dividendsPaid": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "filing_date": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "string"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "freeCashFlow": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "netIncome": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "totalCashFromOperatingActivities": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  }
      -                                },
      -                                "type": "object"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "type": "array"
      -                        },
      -                        {
      -                          "type": "null"
      -                        }
      -                      ]
      -                    }
      -                  },
      -                  "type": "object"
      -                },
      -                {
      -                  "type": "null"
      -                }
      -              ]
      -            },
      -            "Income_Statement": {
      -              "anyOf": [
      -                {
      -                  "additionalProperties": {},
      -                  "properties": {
      -                    "currency_symbol": {
      -                      "anyOf": [
      -                        {
      -                          "type": "string"
      -                        },
      -                        {
      -                          "type": "null"
      -                        }
      -                      ]
      -                    },
      -                    "quarterly": {
      -                      "anyOf": [
      -                        {
      -                          "items": {
      -                            "anyOf": [
      -                              {
      -                                "additionalProperties": {},
      -                                "properties": {
      -                                  "currency_symbol": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "string"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "date": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "string"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "ebit": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "ebitda": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "filing_date": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "string"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "grossProfit": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "incomeBeforeTax": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "incomeTaxExpense": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "netIncome": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "operatingIncome": {
      -                                    "anyOf": [
      -                                      {
      -                                        "type": "number"
      -                                      },
      -                                      {
      -                                        "type": "null"
      -                                      }
      -                                    ]
      -                                  },
      -                                  "researchDevelopment": {
      -                                    "anyOf": [
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      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "dateFormatted": {
      -                            "anyOf": [
      -                              {
      -                                "type": "string"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "shares": {
      -                            "anyOf": [
      -                              {
      -                                "type": "number"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
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      -                          "sharesMln": {
      -                            "anyOf": [
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      -                              },
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      -                              }
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      -                        "type": "object"
      -                      },
      -                      {
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      -                      }
      -                    ]
      -                  },
      -                  "type": "array"
      -                },
      -                {
      -                  "type": "null"
      -                }
      -              ]
      -            },
      -            "quarterly": {
      -              "anyOf": [
      -                {
      -                  "items": {
      -                    "anyOf": [
      -                      {
      -                        "additionalProperties": {},
      -                        "properties": {
      -                          "date": {
      -                            "anyOf": [
      -                              {
      -                                "type": "string"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "dateFormatted": {
      -                            "anyOf": [
      -                              {
      -                                "type": "string"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "shares": {
      -                            "anyOf": [
      -                              {
      -                                "type": "number"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          },
      -                          "sharesMln": {
      -                            "anyOf": [
      -                              {
      -                                "type": "number"
      -                              },
      -                              {
      -                                "type": "null"
      -                              }
      -                            ]
      -                          }
      -                        },
      -                        "type": "object"
      -                      },
      -                      {
      -                        "type": "null"
      -                      }
      -                    ]
      -                  },
      -                  "type": "array"
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      -          },
      -          "type": "object"
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      -      ]
      -    }
      -  },
      -  "type": "object"
      -}New value: +null
  2. First observed

TDQS

A3.7/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and openWorldHint=false, so the safety profile is covered. The description adds the view-mode structure and hints that keyfigures returns a series you filter with fields/from, but says nothing about rate limits, pagination, data freshness, or auth requirements beyond the annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three compact sentences with zero waste, front-loading the resource identity and then the view semantics. Every clause carries information an agent needs.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 7-parameter, no-output-schema tool, the description covers the core view modes and the fields/from usage. It is silent on fmt, lang, and mainexchange, but those are well documented in the schema, so the omission is acceptable though not ideal.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description genuinely enriches the schema: the enum's own description is just 'statements, keyfigures, or forecast', while the description explains what each view actually returns. It also clarifies that fields is a comma-separated list used with keyfigures and that from follows YYYY-MM-DD, adding intent beyond the raw schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly identifies the resource (company fundamentals for a given SYMBOL.EXCHANGE) and explains the three view modes, so an agent knows what it retrieves. It does not, however, differentiate itself from closely related siblings such as ai_company, general_account, or market_cap, leaving overlap ambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It describes what each view returns ('statements is the statements and profile', 'keyfigures is calculated series', 'forecast is analyst estimates'), which implicitly guides view selection. But it never states when to choose this tool over sibling tools or the prerequisites/conditions for use, so guidance is only implied.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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