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Excel MCP Server

PyPI version Downloads CI License: MIT

A Model Context Protocol server that lets AI assistants create, read and edit Excel workbooks. It needs no Microsoft Excel installation.

  • Read and write cells, formulas and dates, with paging for large sheets and search
  • Format fonts, fills, borders, number formats, column widths and frozen panes
  • Structure sheets, rows and columns, merged cells, tables, charts and summary tables
  • Rules: conditional formatting and data validation (dropdowns, number limits)
  • Safe by design: optional folder confinement, a formula safety check, read-only mode, localhost-only HTTP by default, and atomic saves that never leave a half-written file

Works with .xlsx, .xlsm (macros are preserved), .xltx and .xltm files.

Quick start

You need uv. The server runs with uvx excel-mcp-server stdio.

Claude Desktop: download excel-mcp-server-<version>.mcpb from the latest release and open it. Claude asks which folder the server may use.

Claude Code:

claude mcp add excel -- uvx excel-mcp-server stdio --allow-dir ~/Documents/Excel

Cursor, Windsurf, Claude Desktop (manual) and most other clients:

{
  "mcpServers": {
    "excel": {
      "command": "uvx",
      "args": ["excel-mcp-server", "stdio", "--allow-dir", "/path/to/your/workbooks"]
    }
  }
}

VS Code (.vscode/mcp.json):

{
  "servers": {
    "excel": {
      "type": "stdio",
      "command": "uvx",
      "args": ["excel-mcp-server", "stdio", "--allow-dir", "${workspaceFolder}"]
    }
  }
}

If your client cannot find uvx (common with desktop apps on macOS), use its full path, which which uvx prints.

Choosing which files it can use

With --allow-dir DIR, the server only opens workbooks inside DIR (subfolders included) and relative paths such as reports/q1.xlsx start there. Repeat the flag to allow several folders, or set EXCEL_FILES_PATH (separate folders with : on macOS/Linux and ; on Windows).

Without --allow-dir, any absolute path to an Excel file works. In every mode the server only touches Excel files and never silently overwrites an existing workbook.

Remote use (Streamable HTTP)

uvx excel-mcp-server streamable-http --allow-dir /srv/workbooks

Clients connect to http://127.0.0.1:8017/mcp. Workbooks live in the --allow-dir folder (default ./excel_files), and export_workbook / import_workbook move files between the server and the client.

The server listens on localhost only. To accept other machines, set a token and a host:

EXCEL_MCP_AUTH_TOKEN=change-me uvx excel-mcp-server streamable-http --host 0.0.0.0

Clients then send Authorization: Bearer change-me. Put a TLS-terminating reverse proxy in front of it for use across networks.

Docker

docker build -t excel-mcp-server .
docker run -p 8017:8017 -v "$PWD/workbooks:/data" -e EXCEL_MCP_AUTH_TOKEN=change-me excel-mcp-server

Configuration

Flag Environment variable Default Meaning
--allow-dir DIR EXCEL_FILES_PATH none (stdio), ./excel_files (HTTP) Folders workbooks must be in
--read-only EXCEL_MCP_READ_ONLY=1 off Only offer tools that do not change files
--max-file-mb N 100 Largest workbook the server opens
--log-level LEVEL WARNING Logging on stderr
--host HOST EXCEL_MCP_HOST 127.0.0.1 HTTP listen address
--port PORT EXCEL_MCP_PORT 8017 HTTP port
EXCEL_MCP_AUTH_TOKEN none Bearer token required on HTTP requests
--allow-unauthenticated off Allow a non-local --host without a token

Tools

Area Tools
Workbooks create_workbook, describe_workbook, list_workbooks, export_workbook, import_workbook
Sheets describe_sheet, create_sheet, rename_sheet, copy_sheet, delete_sheet, insert_rows_or_columns, delete_rows_or_columns
Cells read_range, write_range, clear_range, copy_range, find_cells
Formatting format_range, merge_cells, set_sheet_layout, add_conditional_format, add_data_validation
Objects create_table, create_chart, create_summary_table

Every parameter is documented in TOOLS.md.

Security

  • Formulas are parsed before they are written. Functions that reach the network, other programs or host information (WEBSERVICE, HYPERLINK, IMAGE, RTD, CALL, INFO, INDIRECT, Google Sheets IMPORTXML and others), DDE links and references to other workbooks are rejected.
  • Paths are resolved, including symlinks, before they are checked against the allowed folders.
  • A single call processes at most 100,000 cells, and large reads are returned in pages.
  • Cell contents are data from files. The server tells the model not to follow instructions found in them, but review what an assistant does with workbooks from untrusted sources.

Please report vulnerabilities privately; see SECURITY.md.

Limitations

  • Formulas are stored, not calculated. read_range in values mode returns the results Excel last saved, so formulas written by this server read as empty until the file is opened and saved in Excel or LibreOffice.
  • Legacy .xls and .csv files are not supported.
  • create_summary_table writes a static summary; openpyxl cannot create real PivotTables.
  • Inserting or deleting rows and columns does not update formulas, charts or tables that refer to the moved cells.
  • Workbook features openpyxl does not understand, such as shapes, slicers and some embedded objects, may be lost when a workbook is edited. Pictures, charts, tables and macros in .xlsm files are kept.

Upgrading from 0.x

Version 1.0 renames and redesigns the tools, removes the SSE transport and requires Python 3.11 or newer. The changelog maps every old tool to its replacement.

Contributing

Contributions are welcome. See CONTRIBUTING.md.

Star history

Star History Chart

License

MIT. See LICENSE.

Metadata

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