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MCP-Upstage-Server

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Enables document processing through Upstage AI services including parsing various document formats, ...

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Updated Jan 20, 2026
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Enables document processing through Upstage AI services including parsing various document formats, extracting structured information with custom schemas, auto-generating extraction schemas, and classifying documents into categories.
  1. Open FastMCP and click the "Install Now" button to open the connection / ENV entry interface.

  2. Get an Upstage API key

    • Sign in (or sign up) to the Upstage Console (the Getting Started / Dashboard pages provide an API key area). (upstage.ai)
  3. Create or copy your API key

    • On the Upstage Console Dashboard → API Keys (or the Getting Started page) copy the generated API key (you can also click "Create New Key" to generate a new one). (upstage-ai-education.gitbook.io)
  4. Fill the FastMCP connection interface

    • In the FastMCP ENV form opened by the "Install Now" button, add an environment variable with:
      • Key/name: UPSTAGE_API_KEY
      • Value: (paste the API key you copied from the Upstage Console)
  5. Save / Install the connection

    • Click the FastMCP form’s Save / Install / Confirm button to persist the ENV. This will make the UPSTAGE_API_KEY available to the MCP server.
  6. Verify and (if needed) restart

    • If your MCP server was already running, restart it or re-install the MCP entry so the new ENV is picked up (or use the FastMCP UI verification if provided).
  7. Security best practices

    • Treat the key as a secret: do not commit it to source control, and rotate/delete the key from the Upstage Console if it becomes exposed. (upstage-ai-education.gitbook.io)
  8. Alternative (command-line) usage

    • If you prefer running the server locally instead of via FastMCP, you can pass the ENV directly when launching the MCP (example from the README): UPSTAGE_API_KEY=your-api-key npx mcp-upstage-server.

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