neo4j-mcp-workspace-template

Design a domain ontology in Neo4j with a user, optionally loading a folder of PDFs and extracting entities against that ontology. Use whenever a user wants to design a domain model / ontology, turn documents into a queryable knowledge graph, do legal / HR / finance / regulatory document analysis, structure unstructured text, or asks anything like 'help me model my domain', 'how do I make a graph from my documents', 'I have a folder of contracts/CVs/reports — help me explore them', 'extract entities from PDFs', 'build a domain model' — even if they don't say 'ontology' or 'knowledge graph' explicitly. Always trigger when the conversation involves domain modeling, PDF documents plus Neo4j, or both.

Develop Neo4j graphs end-to-end: analyze source data, design data models, ingest CSV and/or PDF data, extract entities, and validate with queries. Use when importing data to Neo4j, designing graph data models, creating knowledge graphs, or building chatbots or analytical applications backed by Neo4j.