MCP Servers

haiiibin/data-profiler-mcp

MCP server that profiles tabular data files (CSV, Parquet, Excel, JSON) for LLM agents like Claude.

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Our verdict

Not reviewed yet

We have not reviewed haiiibin/data-profiler-mcp yet

No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.

How we review records

From the listing

About haiiibin/data-profiler-mcp

An MCP server that profiles tabular data files such as CSV, Parquet, Excel, and JSON for use by LLM agents like Claude. It extracts structural information and schema details from local data files so agents can understand datasets before working with them.

Best for

Developers building MCP-connected LLM tools that need lightweight dataset introspection.

Use cases

Provide an LLM agent with a quick schema summary of a CSV file before code generation
Inspect Parquet or Excel file structure in an MCP-compatible assistant
Prepare data context for automated data cleaning or transformation tasks

Notes

2 stars on GitHub. Last updated 2026-08-22. Licensed MIT.

Pros

Supports multiple common tabular formats
Integrates with MCP clients for agent workflows
Simple Python implementation with a narrow focus

Cons

Very low project traction (2 stars), suggesting limited adoption or maintenance
No evidence of advanced profiling metrics beyond basic structure
Scope is limited to profiling, not data transformation or analysis

Key facts

What we have checked

Not checked yet. Dated facts such as prices, releases and repository activity appear here once we have confirmed them from a source.

How to use

How to set it up

As the listing publishes it. We have not run this install.

Install

pip install data-profiler-mcp

Tools exposed

profile_dataset
preview_data
column_stats
detect_quality_issues
suggest_dtypes
compare_datasets
correlation_matrix

Clients the listing names (not checked here)

Claude Desktop, Claude Code, Cursor

Install

Add haiiibin/data-profiler-mcp to your client

Not verified yet

Our lab has not run this server yet. "Config checked" on a client means the recipe matches that client's documented config format; it does not mean we ran it.

Claude Code

Config checked

Run in your terminal (runs on your computer)

claude mcp add --transport stdio haiiibin-data-profiler-mcp -- uvx data-profiler-mcp@0.4.0

Version 0.4.0 · From the Official MCP registry, read 24 Oct 2026 · Format checked against Claude Code's config docs

Claude Desktop

Config checked

Add to claude_desktop_config.json (runs on your computer)

{
  "mcpServers": {
    "haiiibin-data-profiler-mcp": {
      "command": "uvx",
      "args": [
        "data-profiler-mcp@0.4.0"
      ]
    }
  }
}

Version 0.4.0 · From the Official MCP registry, read 24 Oct 2026 · Format checked against Claude Desktop's config docs

Cursor

Config checked

Add to .cursor/mcp.json (runs on your computer)

{
  "mcpServers": {
    "haiiibin-data-profiler-mcp": {
      "command": "uvx",
      "args": [
        "data-profiler-mcp@0.4.0"
      ]
    }
  }
}

Version 0.4.0 · From the Official MCP registry, read 24 Oct 2026 · Format checked against Cursor's config docs

VS Code

Config checked

Add to .vscode/mcp.json (runs on your computer)

{
  "servers": {
    "haiiibin-data-profiler-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "data-profiler-mcp@0.4.0"
      ]
    }
  }
}

Version 0.4.0 · From the Official MCP registry, read 24 Oct 2026 · Format checked against VS Code's config docs

Codex

Config checked

Add to ~/.codex/config.toml (runs on your computer)

[mcp_servers.haiiibin-data-profiler-mcp]
command = "uvx"
args = ["data-profiler-mcp@0.4.0"]

Version 0.4.0 · From the Official MCP registry, read 24 Oct 2026 · Format checked against Codex's config docs

ChatGPT: ChatGPT connects only to remote servers that need no API key.

Recipes come from the server's entry in the official MCP registry. Check the package name before you run it, and keep keys out of shared files.

Works with

What haiiibin/data-profiler-mcp connects to

5 clients, each with how we know and when we checked.

Works with	Type	How we know	Checked
Claude Code	Client	Install recipe matches the client's documented formatRuns locally, version 0.4.0Config checked	24 Oct 2026Claude Code docs
Claude Desktop	Client	Install recipe matches the client's documented formatRuns locally, version 0.4.0Config checked	24 Oct 2026Claude Desktop docs
Cursor	Client	Install recipe matches the client's documented formatRuns locally, version 0.4.0Config checked	24 Oct 2026Cursor docs
VS Code	Client	Install recipe matches the client's documented formatRuns locally, version 0.4.0Config checked	24 Oct 2026VS Code docs
Codex	Client	Install recipe matches the client's documented formatRuns locally, version 0.4.0Config checked	24 Oct 2026Codex docs

Sources

Where this comes from

No sources recorded yet. Each source we check is listed here with the date we checked it.

A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.

Changelog

What changed

No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.

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