# Pandas Data Analysis

> Use this tool when you need to perform data manipulation, statistical analysis, and visualization tasks, and want to simplify complex pandas operations. It solves problems such as exploratory data analysis, time series forecasting, and automated report generation, providing a standardized interface for data processing. Ideal for data scientists, analysts, and AI researchers, it accepts data inputs and outputs analyzed results, making it a valuable asset for data-driven projects.

Canonical page: https://skillsregistry.net/skills/alistairwalsh-pandas  
JSON: https://api.skillsregistry.net/v1/skills/alistairwalsh-pandas

## Description

This MCP server for pandas analysis, developed by an unnamed author, provides AI assistants with powerful data manipulation and analysis capabilities. Built with Python and leveraging libraries like pandas, numpy, and matplotlib, it offers a standardized interface for data processing, statistical analysis, and visualization tasks. The server abstracts the complexities of pandas operations, allowing AI systems to easily incorporate data analysis into their workflows. It's containerized using Docker for easy deployment and scalability. This implementation is particularly valuable for data scientists, analysts, and AI researchers working on data-driven projects, enabling use cases such as exploratory data analysis, time series forecasting, and automated report generation across various domains.

## Trust

- **Trust score (0–1):** 0.97
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** cloud-infra
- **Updated:** 2026-09-19

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/alistairwalsh-pandas)
- **Repository:** <https://github.com/alistairwalsh/mcp_pandas>

## 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": "alistairwalsh-pandas"
    }
  }
}
```

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