Atlas / MCP servers / yzfly / Excel

ExcelSAFE

mcp/yzfly/excel-3

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.

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
8 6r · 2w · 0d
Transport
—
License
—
Stars
94
01

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

  1. 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
  1. Install dependencies:
# Using uv
uv pip install -e .

Integration with Claude Desktop

  1. Install Claude Desktop
  2. Open Settings and go to the Developer tab
  3. 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 files
  • get_excel_info: Get file details
  • get_sheet_names: List worksheet names

Data Analysis

  • analyze_excel: Perform statistical analysis
  • filter_excel: Filter data by conditions
  • pivot_table: Create pivot tables
  • data_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 files
  • update_excel: Update existing Excel files

Available Resources

  • excel://{file_path}: Get file content
  • excel://{file_path}/info: Get
Read from source at commit e75822e8015dOBSERVED · 2026-10-07
02

Connect

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-code
claude mcp add mcp-excel-server -- uvx mcp-excel-server
claude-desktop
{
  "mcpServers": {
    "mcp-excel-server": {
      "command": "uvx",
      "args": [
        "mcp-excel-server"
      ]
    }
  }
}
03

Exposed tools (8)

6 read · 2 write · 0 destructive.

ToolRiskDescription
analyze_excelread
data_summaryread
export_chartread
filter_excelread
pivot_tableread
read_excelread
update_excelwrite
write_excelwrite
04

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.

LayerWhat it checksResult
L0Provenance & inventoryWARN
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (2)

MEDIUMInventory / provenance · inv.binary · CWE-1104
sample_data.xlsx
sample_data.xlsx
Why it matters. a compiled or binary member cannot be reviewed from source
Fix. ship source, or explain the binary in the README
LOWInventory / provenance · inv.no_license · CWE-1104
Why it matters. no LICENSE file and no repo licence
Fix. add a licence

Gates applied: no_behavioural_pass, no_license.

Audited 2026-10-07 · audit v0.4.1 · source sha e75822e8015dfull audit observations/trust-audit/mcp-server/yzfly__excel-3.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-07e75822e8015dSAFEB89first audit
06

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.

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