# mhlabs-mcp-tools

> Use this tool when you need to preprocess and analyze text data for AI agents, as it provides a modular server with NLP tools for tasks such as tokenization, entity recognition, and language modeling. It solves problems related to text processing, sentiment analysis, and intent identification, enabling more accurate and informed AI decision-making. The tool accepts text inputs and outputs preprocessed data, making it suitable for use cases involving natural language understanding and generation.

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

## Description

Modular MCP server providing text preprocessing and NLP tools for AI agent ecosystems.

## Trust

- **Trust score (0–1):** 0.91
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/j2xcnjm5pp)
- **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": "musaddiquehussainlabs-mhlabs-mcp-tools"
    }
  }
}
```

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