MCP Text Classifier MCP Server

This server provides **6 essential tools**, **2 resources**, and **1 prompt template** for text classification:

Local serverstdioPython

What is the MCP Text Classifier MCP Server?

This server provides 6 essential tools, 2 resources, and 1 prompt template for text classification:

Configuration and credentials

  • Python 3.10+ - uv package manager

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
classify_textClassify a single text into predefined categories with confidence scores.
batch_classifyClassify multiple texts simultaneously for efficient processing.
add_custom_category
batch_add_custom_categoriesAdd multiple custom categories in a single operation for efficiency.
list_categories
remove_categoriesRemove one or multiple categories from the classification system.

How to install the MCP Text Classifier MCP Server

{
  "mcpServers": {
    "text-classifier": {
      "command": "uv",
      "args": [
        "run",
        "/path/to/text_classifier_server.py"
      ]
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Configuration

  • Python 3.10+ - uv package manager

Example prompts to try

  • “Use MCP Text Classifier to Prerequisites.”
  • “Use MCP Text Classifier to classify text.”
  • “Use MCP Text Classifier to batch classify.”

Frequently asked questions

This server provides **6 essential tools**, **2 resources**, and **1 prompt template** for text classification: Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.