Neo4j Agent Memory (Neo4j Labs) alternatives

Neo4j Labs' graph-native agent memory library (Python and TypeScript) that stores conversations, builds knowledge/context graphs and records agent reasoning traces to learn from. Full Neo4j Agent Memory (Neo4j Labs) record →

  1. 1 Mem0 Dedicated memory layers

    also in Dedicated memory layers · same storage (graph, vector) · same retrieval (similarity, graph-traversal) · same memory unit (episode) · also open source · also self-hostable · also has MCP

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 67k released 2026-09-25 Apache-2.0 Compare with Neo4j Agent Memory (Neo4j Labs) →

  2. 2 Hindsight (Vectorize) Dedicated memory layers

    also in Dedicated memory layers · same storage (vector) · same retrieval (similarity) · same memory unit (episode) · also open source · also self-hostable · also has MCP

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 45k released 2026-10-21 MIT Compare with Neo4j Agent Memory (Neo4j Labs) →

  3. 3 Zep & Graphiti Dedicated memory layers

    also in Dedicated memory layers · same storage (graph) · same retrieval (similarity, graph-traversal) · same memory unit (episode) · also open source · also self-hostable · also has MCP

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 32k released 2026-09-01 Apache-2.0 Compare with Neo4j Agent Memory (Neo4j Labs) →

  4. 4 SuperLocalMemory Dedicated memory layers

    also in Dedicated memory layers · same storage (graph, vector) · same retrieval (similarity, graph-traversal) · same memory unit (episode) · also open source · also self-hostable · also has MCP

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 227 released 2026-10-17 AGPL-3.0-or-later (commercial licence available) Compare with Neo4j Agent Memory (Neo4j Labs) →

  5. 5 Pieces for Developers (LTM) Dedicated memory layers

    also in Dedicated memory layers · same storage (vector) · same retrieval (similarity) · same memory unit (episode) · also self-hostable · also has MCP

    OSS ? Self-host ✓ Managed ✓ MCP ✓ ★ 113 Compare with Neo4j Agent Memory (Neo4j Labs) →

  6. 6 Backboard Dedicated memory layers

    also in Dedicated memory layers · same storage (vector) · same retrieval (similarity) · same memory unit (episode) · also self-hostable

    OSS — Self-host ✓ Managed ✓ MCP ? ★ 18 Unlicensed Compare with Neo4j Agent Memory (Neo4j Labs) →

  7. 7 Supermemory Dedicated memory layers

    also in Dedicated memory layers · same storage (graph, vector) · same retrieval (similarity, graph-traversal) · also open source · also self-hostable · also has MCP

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 31k released 2026-10-12 MIT Compare with Neo4j Agent Memory (Neo4j Labs) →

  8. 8 Cognee Dedicated memory layers

    also in Dedicated memory layers · same storage (graph) · same retrieval (similarity, graph-traversal) · also open source · also self-hostable · also has MCP

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 31k released 2026-10-16 Apache-2.0 Compare with Neo4j Agent Memory (Neo4j Labs) →

Ranked by shared memory design (storage, retrieval, conflict handling, memory unit), same section and shared must-haves (open source, self-hosting, MCP), with adoption as a tie-breaker. ✓ confirmed · — no · ? not in the catalog yet. Want picks for your own requirements? Use the chooser. Checking a whole project? Check your stack.