# io.github.MusaddiqueHussainLabs/mhlabs_mcp_tools

> Use this tool when you need to preprocess text, analyze documents, or utilize NLP components for tasks such as information extraction, sentiment analysis, or topic modeling. It provides a server-based interface for inputting raw text and outputting processed data, enabling efficient handling of large volumes of text-based data. Ideal for applications in data mining, research, or automation, where text analysis is a key requirement.

Canonical page: https://skillsregistry.net/skills/io-github-musaddiquehussainlabs-mhlabs-mcp-tools  
JSON: https://api.skillsregistry.net/v1/skills/io-github-musaddiquehussainlabs-mhlabs-mcp-tools

## Description

An MCP server that provides text preprocessing, NLP components, and document analysis

## Trust

- **Trust score (0–1):** 0.80
- **Verification tier:** scanned
- **Last scanned:** 2026-05-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** file-system
- **Updated:** 2026-05-23

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.MusaddiqueHussainLabs%2Fmhlabs_mcp_tools)
- **Repository:** <https://github.com/MusaddiqueHussainLabs/mhlabs_mcp_tools>

## 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": "io-github-musaddiquehussainlabs-mhlabs-mcp-tools"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-musaddiquehussainlabs-mhlabs-mcp-tools` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-musaddiquehussainlabs-mhlabs-mcp-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