"Neo4j" matching MCP servers:

An MCP server that ingests semiconductor PDFs into a Neo4j knowledge graph, enabling AI agents to query domain knowledge, verify claims against source text, and record design reasoning.

Gives existing agents controlled access to a local Neo4j research memory, letting them import papers and notes, record models, experiments, evidence and decisions, search full text plus graph neighbors, and resume bounded research sessions with checkpoints and provenance. Twelve stdio tools and seven companion skills turn reading, extraction and handoffs into auditable, revision-checked records.