MCP server intelligence profile

Excel MCP Server

Enables AI assistants to read, write, format, and analyze Excel files with 34 tools, including real-time editing on macOS with Microsoft Excel

Local Onlysbraind
Awaiting current scanSource Git · 8d5aa94406b91dbd016800b5761c84ff147c5177

The selected current version does not yet have completed public verification. Unknown does not mean clean or vulnerable.

1Distribution channel
34Independently observed tools
0Linked remote endpoints
AvailableVersion intelligence

Detailed security scan evidence is not public for this MCP yet. Public identity, registry metadata, and independently observed protocol inventory remain available.

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Identity

Canonical slugexcel-mcp-server-3755f093DeploymentLocal Only
Canonical package—Repositorysbraind/excel-mcp-server
First published—Latest release—
Last security verification—Classification confidence35%
PublicationDraftOfficial distributionNot verified

Distributions

ChannelIdentifierCurrent versionVersionsSource
source_gitsbraind/excel-mcp-server8d5aa94406b91dbd016800b5761c84ff147c51771Repository

Current release

PackageVersionPublished / observedInventorySecurity scan
source_gitsbraind/excel-mcp-server8d5aa94406b91dbd016800b5761c84ff147c5177CurrentAug 25, 202634 toolsSucceeded · 0 resources · 0 promptsEvidence restricted
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Current version evidence

No public current-version evidence is available yet.

Current protocol inventory

2024-11-05Negotiated protocol
excel-mcp-serverServer-reported name
1Capability groups
Aug 25, 2026Observed

Tools 34

ToolCategoryAnnotationsRisk
excel_add_rowAdd a row at the end of the sheet
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "data": {
      "type": "array",
      "description": "Array of values for the new row"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "data"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_apply_conditional_formatApply conditional formatting to a range
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "range": {
      "type": "string",
      "description": "Range to format (e.g., A1:D10)"
    },
    "ruleType": {
      "type": "string",
      "enum": [
        "cellValue",
        "colorScale",
        "dataBar",
        "topBottom"
      ]
    },
    "condition": {
      "type": "object",
      "description": "Condition for cellValue type"
    },
    "style": {
      "type": "object",
      "description": "Style to apply"
    },
    "colorScale": {
      "type": "object",
      "description": "Color scale settings"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "range",
    "ruleType"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_copy_rangeCopy range to another location
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sourceSheetName": {
      "type": "string",
      "description": "Source sheet name"
    },
    "sourceRange": {
      "type": "string",
      "description": "Source range (e.g., A1:D10)"
    },
    "targetSheetName": {
      "type": "string",
      "description": "Target sheet name"
    },
    "targetCell": {
      "type": "string",
      "description": "Top-left cell of destination"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sourceSheetName",
    "sourceRange",
    "targetSheetName",
    "targetCell"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_create_chartCreate a chart (line, bar, column, pie, scatter, area)
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "chartType": {
      "type": "string",
      "enum": [
        "line",
        "bar",
        "column",
        "pie",
        "scatter",
        "area"
      ]
    },
    "dataRange": {
      "type": "string",
      "description": "Range of data (e.g., A1:D10)"
    },
    "position": {
      "type": "string",
      "description": "Position for chart (e.g., F2)"
    },
    "title": {
      "type": "string",
      "description": "Chart title"
    },
    "showLegend": {
      "type": "boolean",
      "default": true
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "chartType",
    "dataRange",
    "position"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_create_pivot_tableCreate a pivot table for data analysis
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sourceSheetName": {
      "type": "string",
      "description": "Source sheet name"
    },
    "sourceRange": {
      "type": "string",
      "description": "Source data range"
    },
    "targetSheetName": {
      "type": "string",
      "description": "Target sheet for pivot table"
    },
    "targetCell": {
      "type": "string",
      "description": "Target cell (e.g., A1)"
    },
    "rows": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Row fields"
    },
    "columns": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Column fields"
    },
    "values": {
      "type": "array",
      "description": "Value fields with aggregation"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sourceSheetName",
    "sourceRange",
    "targetSheetName",
    "targetCell",
    "rows",
    "values"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_create_sheetCreate a new sheet in the workbook
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name for the new sheet"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sheetName"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_create_tableConvert a range to an Excel table with formatting
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "range": {
      "type": "string",
      "description": "Range to convert (e.g., A1:D10)"
    },
    "tableName": {
      "type": "string",
      "description": "Name for the table"
    },
    "tableStyle": {
      "type": "string",
      "default": "TableStyleMedium2"
    },
    "showFirstColumn": {
      "type": "boolean",
      "default": false
    },
    "showLastColumn": {
      "type": "boolean",
      "default": false
    },
    "showRowStripes": {
      "type": "boolean",
      "default": true
    },
    "showColumnStripes": {
      "type": "boolean",
      "default": false
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "range",
    "tableName"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_delete_columnsDelete specific columns
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "startColumn": {
      "description": "Starting column (letter or number)"
    },
    "count": {
      "type": "number",
      "description": "Number of columns to delete"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "startColumn",
    "count"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_delete_rowsDelete specific rows
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "startRow": {
      "type": "number",
      "description": "Starting row number (1-based)"
    },
    "count": {
      "type": "number",
      "description": "Number of rows to delete"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "startRow",
    "count"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_delete_sheetDelete a sheet from the workbook
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet to delete"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sheetName"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_duplicate_sheetDuplicate a complete sheet
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sourceSheetName": {
      "type": "string",
      "description": "Name of sheet to duplicate"
    },
    "newSheetName": {
      "type": "string",
      "description": "Name for duplicated sheet"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sourceSheetName",
    "newSheetName"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_filter_rowsFilter rows by condition
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "column": {
      "description": "Column to filter by"
    },
    "condition": {
      "type": "string",
      "enum": [
        "equals",
        "contains",
        "greater_than",
        "less_than",
        "not_empty"
      ]
    },
    "value": {
      "description": "Value to compare against"
    },
    "responseFormat": {
      "type": "string",
      "enum": [
        "json",
        "markdown"
      ],
      "default": "json"
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "column",
    "condition"
  ]
}
Annotations
{
  "readOnlyHint": true
}
—Read only—
excel_format_cellChange cell formatting (color, font, borders, alignment)
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "cellAddress": {
      "type": "string",
      "description": "Cell address (e.g., A1)"
    },
    "format": {
      "type": "object",
      "description": "Format options"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "cellAddress",
    "format"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_get_cellRead value from a specific cell
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "cellAddress": {
      "type": "string",
      "description": "Cell address (e.g., A1)"
    },
    "responseFormat": {
      "type": "string",
      "enum": [
        "json",
        "markdown"
      ],
      "default": "json"
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "cellAddress"
  ]
}
Annotations
{
  "readOnlyHint": true
}
—Read only—
excel_get_data_validation_infoGet data validation rules for a cell
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "cellAddress": {
      "type": "string",
      "description": "Cell address (e.g., A1)"
    },
    "responseFormat": {
      "type": "string",
      "enum": [
        "json",
        "markdown"
      ],
      "default": "json"
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "cellAddress"
  ]
}
Annotations
{
  "readOnlyHint": true
}
—Read only—
excel_get_formulaRead the formula from a specific cell
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "cellAddress": {
      "type": "string",
      "description": "Cell address (e.g., A1)"
    },
    "responseFormat": {
      "type": "string",
      "enum": [
        "json",
        "markdown"
      ],
      "default": "json"
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "cellAddress"
  ]
}
Annotations
{
  "readOnlyHint": true
}
—Read only—
excel_get_merged_cellsList all merged cell ranges in a sheet
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "responseFormat": {
      "type": "string",
      "enum": [
        "json",
        "markdown"
      ],
      "default": "json"
    }
  },
  "required": [
    "filePath",
    "sheetName"
  ]
}
Annotations
{
  "readOnlyHint": true
}
—Read only—
excel_insert_columnsInsert columns at a specific position
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "startColumn": {
      "description": "Column to insert at (letter or number)"
    },
    "count": {
      "type": "number",
      "description": "Number of columns to insert"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "startColumn",
    "count"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_insert_rowsInsert rows at a specific position
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "startRow": {
      "type": "number",
      "description": "Row number to insert at (1-based)"
    },
    "count": {
      "type": "number",
      "description": "Number of rows to insert"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "startRow",
    "count"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_merge_cellsMerge cells in a range
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "range": {
      "type": "string",
      "description": "Range to merge (e.g., A1:D1)"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "range"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_read_rangeRead a specific range of cells
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "range": {
      "type": "string",
      "description": "Range to read (e.g., A1:D10)"
    },
    "responseFormat": {
      "type": "string",
      "enum": [
        "json",
        "markdown"
      ],
      "default": "json"
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "range"
  ]
}
Annotations
{
  "readOnlyHint": true
}
—Read only—
excel_read_sheetRead complete data from a sheet (with optional range)
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "range": {
      "type": "string",
      "description": "Optional range (e.g., A1:D10)"
    },
    "responseFormat": {
      "type": "string",
      "enum": [
        "json",
        "markdown"
      ],
      "default": "json"
    }
  },
  "required": [
    "filePath",
    "sheetName"
  ]
}
Annotations
{
  "readOnlyHint": true
}
—Read only—
excel_read_workbookList all sheets and metadata of an Excel workbook
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "responseFormat": {
      "type": "string",
      "enum": [
        "json",
        "markdown"
      ],
      "default": "json"
    }
  },
  "required": [
    "filePath"
  ]
}
Annotations
{
  "readOnlyHint": true
}
—Read only—
excel_rename_sheetRename a sheet
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "oldName": {
      "type": "string",
      "description": "Current sheet name"
    },
    "newName": {
      "type": "string",
      "description": "New sheet name"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "oldName",
    "newName"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_search_valueSearch for a value in sheet/range
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "searchValue": {
      "description": "Value to search for"
    },
    "range": {
      "type": "string",
      "description": "Optional range to search within"
    },
    "caseSensitive": {
      "type": "boolean",
      "default": false
    },
    "responseFormat": {
      "type": "string",
      "enum": [
        "json",
        "markdown"
      ],
      "default": "json"
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "searchValue"
  ]
}
Annotations
{
  "readOnlyHint": true
}
—Read only—
excel_set_column_widthAdjust width of a column
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "column": {
      "description": "Column letter (A) or number (1)"
    },
    "width": {
      "type": "number",
      "description": "Width in Excel units"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "column",
    "width"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_set_formulaSet or modify a formula in a cell
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "cellAddress": {
      "type": "string",
      "description": "Cell address (e.g., A1)"
    },
    "formula": {
      "type": "string",
      "description": "Excel formula (without = sign)"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "cellAddress",
    "formula"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_set_row_heightAdjust height of a row
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "row": {
      "type": "number",
      "description": "Row number (1-based)"
    },
    "height": {
      "type": "number",
      "description": "Height in points"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "row",
    "height"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_unmerge_cellsUnmerge previously merged cells
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "range": {
      "type": "string",
      "description": "Range to unmerge (e.g., A1:D1)"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "range"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_update_cellUpdate value of a specific cell
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "cellAddress": {
      "type": "string",
      "description": "Cell address (e.g., A1)"
    },
    "value": {
      "description": "Value to write"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "cellAddress",
    "value"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_validate_formula_syntaxValidate Excel formula syntax without applying it
Input schema
{
  "type": "object",
  "properties": {
    "formula": {
      "type": "string",
      "description": "Formula to validate (without = sign)"
    }
  },
  "required": [
    "formula"
  ]
}
Annotations
{
  "readOnlyHint": true
}
—Read only—
excel_validate_rangeValidate if a range string is valid
Input schema
{
  "type": "object",
  "properties": {
    "range": {
      "type": "string",
      "description": "Range to validate (e.g., A1:D10)"
    }
  },
  "required": [
    "range"
  ]
}
Annotations
{
  "readOnlyHint": true
}
—Read only—
excel_write_rangeWrite multiple cells simultaneously
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path to the Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name of the sheet"
    },
    "range": {
      "type": "string",
      "description": "Range to write (e.g., A1:D10)"
    },
    "data": {
      "type": "array",
      "description": "2D array of data to write"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "sheetName",
    "range",
    "data"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—
excel_write_workbookCreate a new Excel file with data
Input schema
{
  "type": "object",
  "properties": {
    "filePath": {
      "type": "string",
      "description": "Path for the new Excel file"
    },
    "sheetName": {
      "type": "string",
      "description": "Name for the sheet",
      "default": "Sheet1"
    },
    "data": {
      "type": "array",
      "description": "2D array of data to write"
    },
    "createBackup": {
      "type": "boolean",
      "default": false
    }
  },
  "required": [
    "filePath",
    "data"
  ]
}
Annotations
{
  "destructiveHint": true
}
—Destructive—

Resources 0

  • None observed.

Resource templates 0

  • None observed.

Prompts 0

  • None observed.

Remote endpoints

EndpointTransportAuthenticationHealthObserved
No verified remote endpoint is linked.

Excel MCP Server questions

How do I install Excel MCP Server?

No verified package installation command is available in the retained catalog evidence.

What tools does Excel MCP Server provide?

Excel MCP Server exposed 34 tools during independent protocol observation, including excel_add_row, excel_apply_conditional_format, excel_copy_range, excel_create_chart, excel_create_pivot_table, excel_create_sheet, excel_create_table, excel_delete_columns, and others.

Is Excel MCP Server secure?

The selected current version does not yet have completed public verification. Unknown does not mean clean or vulnerable.

Company and product intelligence

These internal links are derived from strong identity fields such as the implementation name, package, repository, vendor, and listing name—not generic description prose.

Associated company landscape

Microsoft & Azure intelligence →

Association is based on retained identity fields; it does not by itself prove first-party publication.

Excel 97 matches

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