mcp-neo4j-memory-ops

Use Neo4j memory MCP for creating/updating linked memories (entities, relations), de-duplication (DRY), and retrieval queries for project continuity. Use when saving global learnings or querying graph relationships.

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Install skill "mcp-neo4j-memory-ops" with this command: npx skills add janjaszczak/cursor/janjaszczak-cursor-mcp-neo4j-memory-ops

mcp-neo4j-memory-ops

When to use (beyond recall)

  • User requests “zapisz do pamięci” / “zaktualizuj wspomnienia”.
  • Need relationship-aware retrieval: “jak to się łączy z X”, “co już robiliśmy podobnego”.

Procedure

  1. Retrieve candidate existing nodes (fuzzy match).
  2. Merge if similar; avoid duplicates.
  3. Add explicit relations:
    • PROJECT → DECISION
    • DECISION → CONSTRAINT
    • TOOL → WORKFLOW
  4. Store “confidence” and “last_updated”.

Output

  • What nodes/edges changed + short rationale.

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