vpro1032/neo4j-mcp-server
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The Neo4j MCP Server is a Model Context Protocol server that integrates AI assistants with Neo4j graph databases, enabling natural language interaction with knowledge graphs.
Tools
Functions exposed to the LLM to take actions
neo4j.query
Execute raw Cypher queries.
neo4j.natural_query
Convert natural language to Cypher (template-based).
neo4j.get_schema
Get database schema.
neo4j.create_constraint
Create constraints (UNIQUE, EXISTS, NODE_KEY).
neo4j.create_index
Create indexes (BTREE, TEXT, RANGE, POINT).
neo4j.create_node
Create nodes with labels and properties.
neo4j.create_relationship
Create relationships between nodes.
neo4j.page_rank
Calculate PageRank scores.
neo4j.shortest_path
Find shortest paths between nodes.
neo4j.get_stats
Get database statistics.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client