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Key-Value Extractor

Extracts structured key-value pairs from unstructured text using a multi-step pipeline that performs...

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1 installs
Updated Nov 21, 2025
Not audited
Extracts structured key-value pairs from unstructured text using a multi-step pipeline that performs language detection, entity recognition, and type validation for applications requiring information extraction from messy sources like emails or receipts.
  1. Get Your OpenAI API Key

  2. Open the FastMCP Connection Interface

    • In your FastMCP dashboard, find your kv-extractor-mcp-server connection.
    • Click the "Install Now" button (if not already installed) to add environment variables (ENVs).
  3. Fill in the Required ENV Field

    • In the setup interface, locate the field for OPENAI_API_KEY.
    • Paste your copied API key into OPENAI_API_KEY.
  4. Finish and Save

    • Review the configuration.
    • Click "Save" or "Apply" to confirm your changes.

Your kv-extractor-mcp-server is now ready to use with your supplied OpenAI API key!

How to Install Key-Value Extractor

Install Key-Value Extractor MCP server with one click through FastMCP. Choose your preferred AI development tool below:

Claude Desktop

Click "Claude Desktop" in Quick Start

Cursor IDE

Click "Cursor IDE" in Quick Start

VS Code

Click "VS Code" in Quick Start

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