Langflow Memory alternatives

Agent component has built-in chat memory enabled by default, keyed by session ID. Custom session IDs isolate per-user history. Bundled Mem0 + Redis integrations for external memory layers. Full Langflow Memory record →

Nothing to migrate

DataStax acquired Langflow (Logspace) in April 2024 and IBM closed its DataStax acquisition on 2025-05-28, pledging continued open-source support; Langflow is still actively released (v1.11.4 tagged Aug 19), so nothing to migrate.

Sources: newsroom.ibm.com · dbta.com · datanami.com · github.com · checked 2026-10-26

Other live alternatives

  1. 1 n8n AI Agent Memory Framework-embedded memory

    also in Framework-embedded memory · same storage (relational, vector) · same retrieval (similarity) · same conflict handling (append-only) · same memory unit (episode) · also self-hostable · also offered managed

    OSS — Self-host ✓ Managed ✓ MCP ✓ ★ 208k released 2026-10-19 Sustainable Use License + n8n Enterprise… Compare with Langflow Memory →

  2. 2 Botpress LLMz Framework-embedded memory

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

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

  3. 3 LlamaIndex Memory Framework-embedded memory

    also in Framework-embedded memory · same retrieval (injection) · same conflict handling (append-only) · same memory unit (episode) · also open source · also self-hostable · also offered managed

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 53k released 2026-09-21 MIT Compare with Langflow Memory →

  4. 4 Agno (Phidata) Memory Framework-embedded memory

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

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 43k released 2026-10-21 Apache-2.0 Compare with Langflow Memory →

  5. 5 Mastra Memory Framework-embedded memory

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

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 27k released 2026-10-21 Apache-2.0 (core; ee/ dirs under… Compare with Langflow Memory →

  6. 6 Pydantic-AI + Hindsight Framework-embedded memory

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

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 20k released 2026-04-15 MIT Compare with Langflow Memory →

  7. 7 AGiXT Adaptive Memory Framework-embedded memory

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

    OSS ✓ Self-host ✓ Managed ✓ MCP ? ★ 3.2k released 2026-04-08 MIT Compare with Langflow Memory →

  8. 8 Praison Memory Framework-embedded memory

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

    OSS ✓ Self-host ✓ Managed ? MCP ✓ ★ 9.0k released 2026-10-19 MIT Compare with Langflow 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.