Classification of ~10,140 Model Context Protocol (MCP)
servers against the O*NET occupational task
framework, measuring how much each MCP server could automate real-world
occupational tasks. Built with Voyage-4-large embeddings + GPT-4.1.
Created for the paper "Mapping AI Exposure Across the U.S. Workforce: Evidence
from Millions of AI Conversations" (Wright, Schwarze, & Boyd, 2026).
📦 Code, pipeline, and full documentation… See the full description on the dataset page: https://huggingface.co/datasets/theodorewright11/mcp-onet-task-classification-public.
