# Pandas Data Tools

> Use this tool when you need to process and analyze CSV and Parquet files, or manage external applications like Discord bots. It provides data processing capabilities through pandas-based tools, generating summaries and sample data, and features automatic tool discovery and modular architecture. Ideal for data analysis workflows in development environments, it streamlines file inspection, data processing, and external application management.

Canonical page: https://skillsregistry.net/skills/laurensanp-pandas-data-tools  
JSON: https://api.skillsregistry.net/v1/skills/laurensanp-pandas-data-tools

## Description

MCP server by laurensanp that provides AI assistants with data processing capabilities for CSV and Parquet files through pandas-based tools, along with specialized functionality for starting a Discord bot application. Built with FastMCP and featuring automatic tool discovery through dynamic module loading, the implementation includes file reading utilities that generate summaries of data dimensions, sample data generation scripts, and a Windows-specific bot launcher that opens external Python applications in new command windows. The server demonstrates a modular architecture where tools are automatically registered from the tools directory, making it suitable for data analysis workflows that require quick file inspection and external application management, particularly in development environments where launching auxiliary services like Discord bots is needed alongside data processing tasks.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** communication
- **Updated:** 2026-09-02

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/laurensanp-pandas-data-tools)
- **Repository:** <https://github.com/laurensanp/mcp-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "laurensanp-pandas-data-tools"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/laurensanp-pandas-data-tools` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/laurensanp-pandas-data-tools/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt