# Houtini LM

> Use this tool when you need to automate code analysis, generation, and creative tasks with advanced prompting capabilities. Houtini LM solves problems such as code quality assessment, security audits, and rapid prototyping, taking in codebases and outputting expertly engineered prompts, generated code, and creative content. It is ideal for developers working with local AI models who require reliable and secure access to specialized functions without cloud dependencies.

Canonical page: https://skillsregistry.net/skills/houtini-lm  
JSON: https://api.skillsregistry.net/v1/skills/houtini-lm

## Description

Houtini LM is an MCP server that provides expert prompt engineering capabilities through LM Studio integration, featuring 35+ specialized functions for code analysis, generation, and creative tasks. Built with TypeScript and a modern plugin architecture, it offers intelligent context window management with automatic chunking for large codebases, comprehensive security validation with path traversal protection, and caching for performance optimization. The implementation includes analysis functions for code quality, security audits, and project structure evaluation, generation tools for unit tests, documentation, and WordPress themes, plus creative functions for games and CSS art generation. Designed for developers working with local AI models who need reliable, secure access to advanced prompting capabilities without cloud dependencies, it enables use cases like automated code review, documentation generation, security analysis, and rapid prototyping through Claude Desktop integration.

## Trust

- **Trust score (0–1):** 0.74
- **Verification tier:** scanned
- **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:** [PulseMCP](https://www.pulsemcp.com/servers/houtini-lm)
- **Repository:** <https://github.com/houtini-ai/houtini-lm>

## 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": "houtini-lm"
    }
  }
}
```

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

---
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