ExcelSAFE
The Excel MCP Server is a powerful tool that enables natural language interaction with Excel files through the Model Context Protocol (MCP). It provides a comprehensive set of capabilities for reading, analyzing, visualizing, and writing Excel data.
Overview
From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.
An MCP server that provides comprehensive Excel file management and data analysis capabilities.
Features
- Excel File Operations
- Read multiple Excel formats (XLSX, XLS, CSV, TSV, JSON)
- Write and update Excel files
- Get file information and sheet names
- Data Analysis
- Summary statistics and descriptive analysis
- Data quality assessment
- Pivot tables
- Filtering and querying data
- Visualization
- Generate charts and plots from Excel data
- Create data previews
- Export visualizations as images
Installation
- Create a new Python environment (recommended):
# Using uv (recommended) uv init excel-mcp-server cd excel-mcp-server uv venv source .venv/bin/activate # On Windows: .venv\Scripts\activate # Or using pip python -m venv .venv source .venv/bin/activate # On Windows: .venv\Scripts\activate
- Install dependencies:
# Using uv uv pip install -e .
Integration with Claude Desktop
- Install Claude Desktop
- Open Settings and go to the Developer tab
- Edit
claude_desktop_config.json:
{
"mcpServers": {
"command": "uvx",
"args": [
"mcp-excel-server"
],
"env": {
"PYTHONPATH": "/path/to/your/python"
}
}
}Available Tools
File Reading
read_excel: Read Excel filesget_excel_info: Get file detailsget_sheet_names: List worksheet names
Data Analysis
analyze_excel: Perform statistical analysisfilter_excel: Filter data by conditionspivot_table: Create pivot tablesdata_summary: Generate comprehensive data summary
Data Visualization
export_chart: Generate charts- Supports line charts, bar charts, scatter plots, histograms
File Operations
write_excel: Write new Excel filesupdate_excel: Update existing Excel files
Available Resources
excel://{file_path}: Get file contentexcel://{file_path}/info: Get
e75822e8015dOBSERVED · 2026-10-07Connect
Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.
claude mcp add mcp-excel-server -- uvx mcp-excel-server
{
"mcpServers": {
"mcp-excel-server": {
"command": "uvx",
"args": [
"mcp-excel-server"
]
}
}
}Exposed tools (8)
6 read · 2 write · 0 destructive.
| Tool | Risk | Description |
|---|---|---|
analyze_excel | read | |
data_summary | read | |
export_chart | read | |
filter_excel | read | |
pivot_table | read | |
read_excel | read | |
update_excel | write | |
write_excel | write |
Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | WARN |
| L1 | Static analysis of the code | PASS |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (2)
sample_data.xlsx
Gates applied: no_behavioural_pass, no_license.
e75822e8015dfull audit observations/trust-audit/mcp-server/yzfly__excel-3.json · Report an issue / request a re-scanAudit history
Every audit this server has had. A grade with a past is a grade somebody is still checking.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-07 | e75822e8015d | SAFE | B | 89 | first audit |
Questions
What is the Excel MCP server?
The Excel MCP Server is a powerful tool that enables natural language interaction with Excel files through the Model Context Protocol (MCP). It provides a comprehensive set of capabilities for reading, analyzing, visualizing, and writing Excel data.
What tools does Excel expose?
8 in total: 6 read-only, 2 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.
Is Excel safe to connect to an agent?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.
What credentials does Excel need?
No credential environment variables were found in its source, so it appears to need none.
How current is this page?
The grade is for one exact copy of the source (e75822e8015d), read on 2026-10-07. The repository is watched and re-audited when it changes.