TalkHuman MCP

Tools to eliminate AI slop from text

What is this

MCP server that eliminates AI slop. Based on research from NLP writers and philosophers. arXiv:2509.19163v1

Setup

Cursor / IDEs

{
  "mcpServers": {
    "talkhuman": {
      "url": "https://talkhuman-mcp.vercel.app/api/mcp"
    }
  }
}

Claude Desktop

1. Clone the repository:

git clone https://github.com/Kalypsokichu-code/talkhuman-mcp.git

2. Install dependencies and build:

npm install && npm run build

3. Add to Claude Desktop config:

{
  "mcpServers": {
    "talkhuman": {
      "command": "node",
      "args": ["/path/to/talkhuman-mcp/dist/index.js"]
    }
  }
}

4. Restart Claude Desktop

Restart after config

Tools available after restart

Tools

get_human_writing_rules

Comprehensive rules based on NLP research

check_for_slop

Analyze text for AI markers and get feedback

get_slop_examples

Common phrases and structures to avoid

Detected patterns

Phrases

Overused corporate jargon

delve into leverage robust seamless

Structure

Formulaic patterns that reduce clarity

Repetitive sentence starts
Excessive bullet lists
Overly long sentences
GitHub Research API
Created by Kalypso