Best Excel & Spreadsheet MCP Servers in 2026
Spreadsheets are where business data actually lives, and Excel MCP servers spare you the export-to-CSV dance: the agent reads sheets directly, runs analysis, and can write results back into new cells or files.
Options below differ mainly in write support and format coverage (.xlsx versus Google Sheets). Check each detail page for whether formulas and formatting survive edits — that is the common rough edge.
一个用于Excel文件操作的模型上下文协议服务器
一个模型上下文协议（MCP）服务器，用于读写MS Excel数据
通过MCP服务器或CLI自动化真实的Microsoft Excel——Power Query、DAX、VBA、数据透视表、图表和326操作。
chatExcel - 基于模型上下文协议（MCP）的Excel智能处理与数据分析服务器，专为Excel文件智能解析、数据处理、代码执行以及交互式图表生成而设计。支持复杂Excel格式处理、智能参数推荐、代码模板生成和高级数据可视化。
yzfly/mcp-excel-server 是从 https://github.com/yzfly/mcp-excel-server. 导入的 MCP 服务器候选服务器。
smilefaace/mcp-excelautocpp 是从 https://github.com/smilefaace/mcp-excelautocpp. 导入的 MCP 服务器候选人。
zhiwei5576/excel-mcp-server 是从 https://github.com/zhiwei5576/excel-mcp-server. 导入的 MCP 服务器候选
jwadow/mcp-excel 是从 https://github.com/jwadow/mcp-excel. 导入的 MCP 服务器候选。
MCP服务器赋予Claude对Excel和CSV文件的全部读写和分析权限。37个工具——从基础单元格读取到财务建模。
Things MCP 服务器在 Claude 和 Windsurf 上的增强型 FastMCP 实现
guillehr2/excel-mcp-server-master 是从 https://github.com/guillehr2/excel-mcp-server-master. 导入的 MCP 服务器候选程序。
RooCode自动生成的MCP服务
FAQ
Can the agent edit my spreadsheet directly?
Write-capable servers below can update cells and create sheets. Have the agent write to a copy first — formula recalculation and formatting preservation vary between implementations, so verify before trusting it with the real file.
Does it work with Google Sheets?
Some servers cover Google Sheets through its API alongside .xlsx files; others are file-only. The detail pages note the supported sources — for Sheets you will also need Google API credentials.
Excel server or SQLite for analysis?
For one-off analysis, either works. If the data round-trips back to people who live in Excel, keep it in Excel; if you will query it repeatedly, importing to SQLite gives the agent faster, more flexible access.