Elasticsearch is a distributed, free and open search and analytics engine for all types of data, including textual, numerical, geospatial, structured, and unstructured. JChem ElasticSearch Plugin extends Elasticsearch capabilities to handle chemical structures with chemical search capabilities. We present here a Proof of Concept with duplicate, substructure and similarity search.