Alternatives

Products that do what MemoryOps – governed memory infrastructure for AI assistants does

I built a governed memory layer for AI assistants with deletion compaction, vector purge verification, tenant isolation, and audit evidence.

1. 1KA
   Knuckleball – An in-memory data structure server▲100

   2016 · github.com

2. 2AD
   AI-docs (Git-based workflow to manage AI-generated memory files)▲7

   2025 · github.com

3. 3SA
   Shodh– AI memory that learns from use, no LLM calls, single Rust binary▲6

   Feb 2026 · github.com

4. 4IM
   I made an open-source memory layer for agents▲8

   Store memories, auto-extract entities and relationships, search semantically. MCP server + REST API + SDKs. Self-hostable, cloud option, MIT license.

   May 2026 · agentrecall.cloud

5. 5WM
   We made a back end agnostic SDK for Agent Memory▲5

   May 2026 · github.com

6. 6MV
   Memctl v0.1.0 Open source shared persistent memory for AI coding agents▲7

   Mar 2026 · memctl.com

7. 7HA
   Hebbs – a single-binary memory engine for AI agents – sub-10ms▲6

   Mar 2026 · github.com

8. 8TM
   Tagged memory and minion cores in the lowRISC SoC▲9

   2014 · lowrisc.org

9. 9LA
   Laketool – A platform for rapid AI experiments on data lakes▲5

   A no-code platform for rapid AI experiments from data lake to state-of-the-art model

   2023 · laketool.ai

10. 10MC
    Mnemosyne – Cognitive memory OS for AI agents (zero LLM calls)▲5

    Feb 2026 · github.com

11. 11HA
    Hermes-agentmemory, pull-model episodic memory with real deletes▲6

    May 2026 · github.com

12. 12MC
    Memograph CLI- A tool to diagnose 'memory failures' in AI agents▲6

    Hi HN, I’ve been building AI agents and copilots, and kept running into a frustrating problem: they don’t fail loudly, they forget things quietly. Users re-explain preferences, agents contradict earlier responses, and context resets without any clear visibility into why. I built Memograph CLI as a debugging tool to analyze conversation transcripts and show: - what the agent forgot - where continuity broke - contradictions and repeated context - estimated token waste due to re-prompting It works locally and supports plain text or JSON transcripts. Example: $ memograph Output: Cognitive Drift…

    Feb 2026

13. 13SL
    SOTA long memory eval with open source models▲5

    Mar 2026 · ensue.dev

14. 14SA
    Selvedge – an MCP server that captures why AI agents change code▲5

    May 2026 · selvedge.sh

15. 15AM
    A memory learning layer for AI agents to learn on the job▲6

    Jan 2026 · versanovatech.com

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