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.
Install
npx skillscat add janjaszczak/cursor/mcp-neo4j-memory-ops Install via the SkillsCat registry.
SKILL.md
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
- Retrieve candidate existing nodes (fuzzy match).
- Merge if similar; avoid duplicates.
- Add explicit relations:
- PROJECT → DECISION
- DECISION → CONSTRAINT
- TOOL → WORKFLOW
- Store “confidence” and “last_updated”.
Output
- What nodes/edges changed + short rationale.