TencentDB Agent Memory alternatives

Tencent's team-level memory hub that turns conversations, docs and code into four reusable memory assets: chat memory, skills, an LLM-wiki and a code graph. big-tech vendor Full TencentDB Agent Memory record →

  1. 1 MemoryBear Dedicated memory layers

    also in Dedicated memory layers · same storage (vector, graph) · same retrieval (hybrid-rerank, graph-traversal) · same memory unit (fact) · also open source · also self-hostable

    OSS ✓ Self-host ✓ Managed ? MCP ? ★ 8.3k released 2026-10-14 Apache-2.0 Compare with TencentDB Agent Memory →

  2. 2 Cognee Dedicated memory layers

    also in Dedicated memory layers · same storage (graph) · same retrieval (graph-traversal) · same memory unit (fact, document) · also open source · also self-hostable

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

  3. 3 Supermemory Dedicated memory layers

    also in Dedicated memory layers · same storage (vector, graph) · same retrieval (graph-traversal) · same memory unit (fact, document) · also open source · also self-hostable

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

  4. 4 Zep & Graphiti Dedicated memory layers

    also in Dedicated memory layers · same storage (graph) · same retrieval (graph-traversal) · same memory unit (fact) · also open source · also self-hostable

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

  5. 5 Mem0 Dedicated memory layers

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

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

  6. 6 SuperLocalMemory Dedicated memory layers

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

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

  7. 7 Trace Dedicated memory layers

    also in Dedicated memory layers · same storage (graph) · same retrieval (graph-traversal) · same memory unit (fact) · also self-hostable

    OSS ? Self-host ✓ Managed ✓ MCP ? Compare with TencentDB Agent Memory →

  8. 8 Mem0 Security / OpenMemory Memory governance, privacy & safety

    same storage (vector, graph) · same retrieval (graph-traversal) · same memory unit (fact) · also open source · also self-hostable

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

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.