This document discusses automating the reconciliation of subject terms from institutional repositories to Library of Congress controlled vocabularies by developing a plug-and-play API. It describes the Library of Congress Linked Data service which publishes vocabularies as linked data, and code on GitHub that uses this API to add Library of Congress subject URIs to institutional repository records programmatically using Python libraries. The goal is to integrate this automated subject reconciliation directly into institutional repositories' existing workflows.