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AI Humanizer MCP Server

AI Humanizer MCP Server

by chongzixuan-ai
OverviewSchemaSourceRelated ServersDiscussionsAdmin
JavaScript

AI Humanize MCP Server

A powerful Model Context Protocol (MCP) server that helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities.

Powered by text2go.

Screenshot

screenshot

Related MCP server: Natural Voice MCP

✨ Key Features

  • 🤖 AI Detection - Accurately identify AI-generated content

  • 👤 Natural Language Enhancement - Transform robotic text into natural human-like writing

  • ⭐ Grammar Perfection - Ensure flawless grammatical accuracy

  • 📋 Readability Optimization - Improve text flow and comprehension

  • 📏 Length Control - Adjust content length while preserving meaning

  • ⚖️ Term Preservation - Maintain specific terminology and key phrases

Prerequisites

  • node version >= 16

  • Claude Desktop latest version

Installation

By npx

  1. Configure Claude Desktop:

    • Open Claude Desktop

    • Navigate to Settings → Developer → Edit Config

    • Add the following configuration:

{
  "mcpServers": {
    "ai-humanizer": {
      "command": "npx",
      "args": ["-y", "ai-humanizer-mcp-server"]
    }
  }
}

  1. Restart Claude Desktop to apply changes

By Source Code

  1. Clone this repository

  2. Install Dependencies

npm install

  1. Build the project

npm run build

  1. Configure Claude Desktop:

    • Open Claude Desktop

    • Navigate to Settings → Developer → Edit Config

    • Add the following configuration:

{
  "mcpServers": {
    "ai-humanizer": {
      "command": "node",
      "args": ["<YOUR_PROJECT_PATH>/build/index.js"]
    }
  }
}

  1. Restart Claude Desktop to apply changes

💡 Usage

AI Text Detection

To check if text is AI-generated, simply ask Claude:

Is this text ai-generated:  In a fast-paced world, where technology is advancing at an exponential rate, it is crucial for businesses to adapt to new trends and keep up with the changing demands of the market.

Star History

Star History Chart

Available Tools

1 tool
detectD

Detect whether the text is AI-generated.Show to user the task detail url. Extract the taskId field, then concatenate the link in the following format: https://pre-www.text2go.ai/?utm_source=claude_mcp&taskId={taskId}

Inputs: type (required), text (required), detectionTypeList (required).

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    Deploy Server
    Claude Code, inside the Godot 4 editorFlockbay puts an AI agent in the real Godot 4 editor: it writes GDScript, runs your game and fixes what breaks. Free, or bring your own Claude Code or Codex.flockbay.comAd

    TDQS

    C2.5/5.0

    Scored across 1 tool

    Disambiguation5/5

    With only one tool named 'detect', there is no possibility of ambiguity or overlap with other tools. The tool's purpose is singular and clearly defined as detecting AI-generated text and providing a specific URL format.

    Naming Consistency5/5

    A single tool inherently has perfect naming consistency since there are no other tools to compare against. The name 'detect' follows a clear verb-based pattern appropriate for its function.

    Tool Count2/5

    One tool is too few for a server named 'AI Humanizer MCP Server', which suggests broader functionality like humanizing or transforming AI text. A single detection tool feels incomplete and under-scoped for the implied domain.

    Completeness2/5

    The server's name implies capabilities beyond detection, such as humanizing or modifying AI-generated text, but only a detection tool is provided. This creates a significant gap where agents cannot perform the core 'humanizer' function suggested by the server name.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues

    Resources

    Related MCP Connectors

    Related MCP Servers

    • Natural Voice MCP

      Protogenus
      A
      license
      Not graded
      quality
      Not graded
      maintenance
      Provides tools and resources to detect AI-generated writing patterns and refine text for more authentic, human-like communication. It enables users to analyze phrasing via a scoring system and apply conversational guides tailored for platforms like Twitter and LinkedIn.
      1
      -

    • Humanizer PRO

      khadinakbaronline
      F
      license
      Not graded
      quality
      Not graded
      maintenance
      Humanizer PRO - The Best AI Text Humanizer MCP Server Transform AI-generated content into natural, human-sounding text that bypasses GPTZero, Turnitin, Originality.ai, Copyleaks, ZeroGPT, and other AI detectors. Undetectable AI content rewriting with Stealth, Academic, and SEO modes.
      3
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    • HumanizerMCP

      zhaohongyuziranerran
      A
      license
      Not graded
      quality
      C
      maintenance
      Detects and removes 24 types of AI writing patterns, offering dual-mode humanization (rule-based and LLM-enhaced) with tools for detection, style transfer, scoring, and batch processing.
      MIT