AGiXT Adaptive Memory alternatives

Open-source AI automation platform. Routes between short-term and long-term memory adaptively across any LLM provider; plugin system for storage backends. Full AGiXT Adaptive Memory record →

  1. 1 CrewAI Memory Framework-embedded memory

    also in Framework-embedded memory · same storage (vector) · same retrieval (similarity) · same conflict handling (llm-arbitrate) · same memory unit (episode, fact) · also open source · also self-hostable

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 51k released 2026-10-14 MIT Compare with AGiXT Adaptive Memory →

  2. 2 Strands Agents Memory (AWS) Framework-embedded memory

    also in Framework-embedded memory · same storage (vector) · same retrieval (similarity) · same conflict handling (llm-arbitrate) · same memory unit (episode, fact) · also open source · also self-hostable

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 8.9k Apache-2.0 Compare with AGiXT Adaptive Memory →

  3. 3 LangMem (LangChain) Framework-embedded memory

    also in Framework-embedded memory · same storage (vector) · same retrieval (similarity) · same conflict handling (llm-arbitrate) · same memory unit (episode, fact) · also open source · also self-hostable

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 1.6k released 2025-10-27 MIT Compare with AGiXT Adaptive Memory →

  4. 4 Botpress LLMz Framework-embedded memory

    also in Framework-embedded memory · same storage (vector) · same retrieval (similarity) · same conflict handling (llm-arbitrate) · same memory unit (episode) · also open source · also self-hostable

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 15k MIT (SDK/integration packages in… Compare with AGiXT Adaptive Memory →

  5. 5 Mem0 Dedicated memory layers

    same storage (vector) · same retrieval (similarity) · same conflict handling (llm-arbitrate) · same memory unit (episode, fact) · also open source · also self-hostable · also offered managed

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

  6. 6 Mem0 Security / OpenMemory Memory governance, privacy & safety

    same storage (vector) · same retrieval (similarity) · same conflict handling (llm-arbitrate) · same memory unit (fact) · also open source · also self-hostable · also offered managed

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

  7. 7 Letta / MemGPT Dedicated memory layers

    same storage (vector) · same retrieval (similarity) · same conflict handling (llm-arbitrate) · same memory unit (episode, fact) · also open source · also self-hostable · also offered managed

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

  8. 8 Agno (Phidata) Memory Framework-embedded memory

    also in Framework-embedded memory · same storage (vector) · same retrieval (similarity) · same memory unit (episode, fact) · also open source · also self-hostable · also offered managed

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 43k released 2026-10-21 Apache-2.0 Compare with AGiXT Adaptive 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.