Use when programmatically creating, pausing, resuming, resizing, or deleting Neo4j Aura instances: Aura CLI (aura-cli), Aura REST API, or scripted provisioning in CI/CD pipelines.
Generates, optimizes, and validates Cypher 25 queries for Neo4j 2025.x and 2026.x.
Use when working with Neo4j command-line tools including neo4j-admin, cypher-shell, aura-cli, and neo4j-mcp
Use when building a GraphQL API backed by Neo4j using the Neo4j GraphQL Library: type definitions, @relationship directive, @cypher directive for custom resolvers, @authorization…
Use when building GraphRAG pipelines on Neo4j with the neo4j-graphrag Python package: VectorRetriever, VectorCypherRetriever, HybridRetriever, HybridCypherRetriever,…
Use when installing, configuring, or troubleshooting the official Neo4j MCP server (neo4j/mcp): connecting Claude Code, Claude Desktop, Cursor, Windsurf, VS Code, Kiro, or other…