# Vibe Preprocessing and Analysis MCP Server

> Use this tool when you need to preprocess and analyze large datasets in CSV format, solving problems related to data manipulation, statistical analysis, and visualization. It provides a comprehensive interface for inputting CSV data and outputting visualized graphs and statistical results. Ideal for use cases requiring data insights and pattern recognition, such as data science and business intelligence applications.

Canonical page: https://skillsregistry.net/skills/mudit14224-vibe-data-analysis  
JSON: https://api.skillsregistry.net/v1/skills/mudit14224-vibe-data-analysis

## Description

Enables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ffk6deuxwo)
- **Repository:** <https://github.com/mudit14224/Vibe-Data-Analysis>

## 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": "mudit14224-vibe-data-analysis"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/mudit14224-vibe-data-analysis` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/mudit14224-vibe-data-analysis/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