NeoCognition alternatives

Builds agents that learn from experience by constructing a "world model" of the micro-environment they operate in. Specialise over time through Agentic RL loop rather than relying on static prompt context. Full NeoCognition record →

  1. 1 Letta / MemGPT Dedicated memory layers

    also in Dedicated memory layers · same retrieval (agentic) · same memory unit (episode, fact)

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 3.7k released 2026-10-29 Apache-2.0 Compare with NeoCognition →

  2. 2 Memoria (MatrixOrigin) Dedicated memory layers

    also in Dedicated memory layers · same storage (hybrid) · same memory unit (fact)

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 607 Apache-2.0 Compare with NeoCognition →

  3. 3 OMEGA Dedicated memory layers

    also in Dedicated memory layers · same storage (hybrid) · same memory unit (fact)

    OSS ✓ Self-host ✓ Managed — MCP ✓ ★ 224 released 2026-10-08 Apache-2.0 Compare with NeoCognition →

  4. 4 TencentDB Agent Memory Dedicated memory layers

    also in Dedicated memory layers · same retrieval (agentic) · same memory unit (fact)

    OSS ✓ Self-host ✓ Managed ? MCP ? ★ 30k released 2026-10-21 MIT Compare with NeoCognition →

  5. 5 Honcho (Plastic Labs) Dedicated memory layers

    also in Dedicated memory layers · same retrieval (agentic) · same memory unit (fact)

    OSS ✓ Self-host ✓ Managed ? MCP ✓ ★ 7.7k released 2026-10-21 AGPL-3.0 Compare with NeoCognition →

  6. 6 Mem0 Dedicated memory layers

    also in Dedicated memory layers · same memory unit (episode, fact)

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

  7. 7 Zep & Graphiti Dedicated memory layers

    also in Dedicated memory layers · same memory unit (episode, fact)

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

  8. 8 AutoGLM (Zhipu AI) Dedicated memory layers

    also in Dedicated memory layers · same memory unit (episode, fact)

    OSS ✓ Self-host ✓ Managed ✓ MCP ? ★ 26k Apache-2.0 Compare with NeoCognition →

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.