Koskamo

data-profiler-mcp

Profiles tabular data files (CSV, Parquet, Excel, JSON) for LLM agents. It provides schema analysis, statistical distributions, data-quality flags, and dtype suggestions via structured JSON responses. Supports tools for profiling datasets, previewing data, deep-diving into column statistics, detecting quality issues, suggesting data type optimizations, comparing datasets, and calculating correlation matrices.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

data-profiler-mcp logo, by haiiibinCommunity listingLocal stdioSource reviewed; not executedPublished by haiiibin
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Popularity 3 GitHub stars

What you can do with it

  • Profile dataset shape, memory usage, and missing-value summaries
  • Detect data quality issues like duplicates, high-missing columns, and mixed types
  • Suggest memory-saving dtype recommendations for numeric and categorical columns
  • Compare two datasets to identify added/removed columns and dtype changes

Source and maintenance

Community listingRegistry 0.4.0MIT
mcp-registry: io.github.haiiibin/data-profiler-mcp@0.4.0Source repository
Last repository push
Latest release
v0.4.0
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

data-profiler-mcp 0.4.0

pypiuvx
data-profiler-mcp package definition
{
  "version": "0.4.0",
  "transport": "stdio",
  "identifier": "data-profiler-mcp",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org"
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "data-profiler-mcp": {
      "command": "uvx",
      "args": [
        "data-profiler-mcp==0.4.0"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "data-profiler-mcp": {
      "command": "uvx",
      "args": [
        "data-profiler-mcp==0.4.0"
      ]
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "data-profiler-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "data-profiler-mcp==0.4.0"
      ]
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "data-profiler-mcp": {
      "command": "uvx",
      "args": [
        "data-profiler-mcp==0.4.0"
      ]
    }
  }
}

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