Topic Classification

You are wiring up the agntdata "X (Twitter)" API to use this endpoint: Topic Classification.

1. CONNECT over MCP (preferred). Add the superagnt MCP server, then let the client
   run OAuth on first tool call — no token to paste:
     claude mcp add --scope user --transport http superagnt https://mcp.superagnt.com/mcp
     claude mcp login superagnt
   MCP endpoint: https://mcp.superagnt.com/mcp
   After connecting, the tool you want is named exactly:
     data_x_topic_classification_get_ai_topic_classification
   Call agnt_tools_search or agnt_tools_list_enabled to confirm it is available.

2. REST fallback (if you are not using MCP):
     GET https://api.agntdata.dev/ai/topic-classification
     Header: Authorization: Bearer <YOUR_AGNTDATA_API_KEY>
   Required parameters:
    - text (string, required)
   Optional parameters:
    - (none)

3. COST & KEY. This endpoint is priced per call in credits, and each successful response reports its own cost in its meta.costCents field. Only successful calls are charged.
   Get an agntdata API key at https://app.agntdata.dev.

4. TEST. Connect the server (or set the key), discover the tool
   (data_x_topic_classification_get_ai_topic_classification), run one minimal call with just the required parameters,
   and report back the shape of the JSON response (top-level fields).

Reference (machine-readable variant): https://superagnt.com/docs/apis/social/x/endpoints/Topic_Classification_get__ai_topic_classification.md

{
  "name": "topic_classification_get_ai_topic_classification",
  "description": "Allows you to automatically extract meaning from text by identifying recurrent themes or topics",
  "parameters": {
    "type": "object",
    "properties": {
      "text": {
        "type": "string",
        "description": "query parameter",
        "default": "The  @Humane  video is fascinating on so many levels. I think people miss the point about how emotionally empty it feels. It’s because smartphones sucked everything out of us. And their device is there to reconnect us to the world. It was purposely recorded this way."
      }
    },
    "required": [
      "text"
    ]
  }
}