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Knowledge Graph

v0.9.2
neo4j-labs · Memory & Knowledge
8.4K installs312 starsApache 2.0Updated 2026-04-02

Build, query, and reason over knowledge graphs — entity extraction, relationship mapping, and graph traversal.

graphknowledgeentitiesrelationshipsneo4j
npx agentmag add knowledge-graph

About

The Knowledge Graph skill gives your agent structured world knowledge. It can extract entities and relationships from text, build graphs incrementally, query them with natural language, and use graph structure for reasoning.

Ideal for agents that need to understand complex domains: organizational structures, codebases, research papers, or any domain where relationships between entities matter as much as the entities themselves.

Capabilities

  • Entity extraction from unstructured text
  • Relationship mapping and classification
  • Natural language graph queries
  • Incremental graph building across sessions
  • Graph visualization and export
  • Reasoning over multi-hop relationships

Compatible agents

Claude CodeCursorWindsurf

Add Knowledge Graph to your agent

One command to install. Works with all major coding agents.

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