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Voice Analyser Mcp Generate A Tone Of Voice Guide For Your Llm…

@houtini-ai

Repository

About Voice Analyser Mcp Generate A Tone Of Voice Guide For Your Llm…

Traditional style guides list rules: "Use short sentences. Vary paragraph length. Include personal anecdotes."

#tone-of-voice#content#content-writing

Config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "voice-analysis": {
      "command": "npx",
      "args": [
        "-y",
        "@houtini/voice-analyser@latest"
      ]
    }
  }
}

Tools

3

Crawl sitemap and collect clean writing corpus from published articles

Perform linguistic analysis on collected corpus (vocabulary, sentence structure, voice markers)

Generate v5 EXECUTABLE style guide with example-first format. Zero tolerance rules, phrase libraries, and validation checklists.

Overview

What is Voice Analyser Mcp?

Voice Analyser Mcp is an experimental tool that extracts statistical voice models from your published writing and generates immersive style guides for LLMs. It helps replicate your writing voice through pattern recognition and annotated examples, not rules.

How to use Voice Analyser Mcp?

Install via npx and configure in Claude Desktop’s claude_desktop_config.json. Create an output directory, then use the tools collect_corpus, analyze_corpus, and generate_narrative_guide in sequence. After generation, load the voice guide file into any LLM conversation to guide its writing.

Key features of Voice Analyser Mcp

  • Collects articles from an XML sitemap as a corpus
  • Runs 14 analysers on vocabulary, syntax, and voice markers
  • Generates an annotated narrative style guide with examples
  • Detects micro-rhythms like mid-thought pivots and asides
  • Provides statistical targets for sentence length, first-person usage
  • Supports validation of LLM output against the guide’s metrics

Use cases of Voice Analyser Mcp

  • Generate blog posts that match your natural sentence rhythm and conversational devices
  • Write technical articles that follow your argument flow and punctuation habits
  • Produce product reviews that blend personal context with practical detail
  • Draft emails or communications that replicate your hedging/confidence balance
  • Create consistent on-brand content across multiple LLM sessions

FAQ from Voice Analyser Mcp

What minimum corpus size does Voice Analyser Mcp require?

Minimum 15,000 words (~20 articles); recommended 30,000; ideal 50,000+. Below 15k words, statistical patterns become unreliable.

What are the runtime requirements?

Node.js 20+ is required. The server runs as an MCP tool via npx and is configured in Claude Desktop’s JSON config file.

Where does the data live?

All collected articles, analysis JSON files, and the generated voice guide are saved in the output directory you specify. No data is sent to external servers beyond the sitemap crawl.

What are the known limitations?

Requires an XML sitemap (RSS not supported). Works best with consistent single-author content. Mixed authorship or heavily edited content produces weaker signals. The approach is experimental.

Which transport or auth does Voice Analyser Mcp use?

The server uses standard MCP transport via stdio (command-line). No authentication is needed for local use.

Frequently asked questions

What minimum corpus size does Voice Analyser Mcp require?

Minimum 15,000 words (~20 articles); recommended 30,000; ideal 50,000+. Below 15k words, statistical patterns become unreliable.

What are the runtime requirements?

Node.js 20+ is required. The server runs as an MCP tool via npx and is configured in Claude Desktop’s JSON config file.

Where does the data live?

All collected articles, analysis JSON files, and the generated voice guide are saved in the output directory you specify. No data is sent to external servers beyond the sitemap crawl.

What are the known limitations?

Requires an XML sitemap (RSS not supported). Works best with consistent single-author content. Mixed authorship or heavily edited content produces weaker signals. The approach is experimental.

Which transport or auth does Voice Analyser Mcp use?

The server uses standard MCP transport via stdio (command-line). No authentication is needed for local use.

Comments

Basic information

Category

AI & Agents

Transports

stdio

Author

houtini-ai

Submitted by

Richard Baxter

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