AgentOps alternatives

When Mem0 is connected, gains Memory Operation Timeline, Search Analytics, Memory Growth tracking, Error Tracking per memory call. Standalone, records context at each step but doesn't analyse memory quality. Full AgentOps record →

  1. 1 Langfuse Memory observability & monitoring ⚠ acquired — acquired by ClickHouse

    also in Memory observability & monitoring · same storage (relational) · same retrieval (exact-match) · same memory unit (episode) · also open source · also self-hostable · also offered managed

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 36k MIT (core; ee/ directories under separate… Compare with AgentOps →

  2. 2 LangSmith Memory observability & monitoring

    also in Memory observability & monitoring · same storage (relational) · same retrieval (exact-match) · same memory unit (episode) · also offered managed · also has MCP

    OSS ? Self-host — Managed ✓ MCP ✓ released 2026-10-16 Compare with AgentOps →

  3. 3 LangGraph Persistence Framework-embedded memory

    same storage (relational) · same retrieval (exact-match) · same memory unit (episode) · also open source · also self-hostable · also offered managed · also has MCP

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 43k released 2026-10-16 MIT Compare with AgentOps →

  4. 4 n8n AI Agent Memory Framework-embedded memory

    same storage (relational) · same retrieval (exact-match) · same memory unit (episode) · also self-hostable · also offered managed · also has MCP

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

  5. 5 context-mode Coding-agent memory

    same storage (relational) · same retrieval (exact-match) · same memory unit (episode) · also has MCP

    OSS — Self-host ? Managed ? MCP ✓ ★ 32k released 2026-10-22 Elastic License 2.0 Compare with AgentOps →

  6. 6 Agno (Phidata) Memory Framework-embedded memory

    same storage (relational) · same memory unit (episode) · also open source · also self-hostable · also offered managed · also has MCP

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

  7. 7 Mastra Memory Framework-embedded memory

    same storage (relational) · same memory unit (episode) · also open source · also self-hostable · also offered managed · also has MCP

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

  8. 8 Memori Dedicated memory layers

    same storage (relational) · same memory unit (episode) · also open source · also self-hostable · also offered managed · also has MCP

    OSS ✓ Self-host ✓ Managed ✓ MCP ✓ ★ 17k released 2026-05-28 Apache-2.0 Compare with AgentOps →

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.