AI · alternatives · 2026

24 alternatives to Eggshell

Local memory for AI agents to reuse work, spend fewer tokens

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.

1. 1
   ResumeContext▲74

   Shared memory for coding agents.

   11d ago · resumecontext.com · its alternatives →

2. 2AI
   Agent Interface▲79

   Give AI agents a better way to use computers

   18d ago · unjuno.github.io · its alternatives →

3. 3
   M9R▲56

   Multiplayer space for your AI coding agents and teams

   15d ago · app.m9r.workers.dev · its alternatives →

4. 4
   Koreshield▲91

   Security and evidence for AI support agents

   10d ago · koreshield.ai · its alternatives →

5. 5
   PixelCrew▲142

   Production-ready design from a crew of AI agents

   14d ago · pixelcrew.ai · its alternatives →

6. 6
   Communicate▲97

   AI support agents grounded in your knowledge, with handoff

   2d ago · communicate.so · its alternatives →

7. 7
   Proto-Mind▲60

   A floating AI workspace for your Mac

   15d ago · virencore.com · its alternatives →

8. 8
   I evaluated file, vector, graph and RL based memory frameworks▲13

   An agent that remembers across sessions can keep its memory as curated markdown files, as an auto-mined structured store, or as trained experience.

   Aug 2026 · pinglin.tw · its alternatives →

9. 9
   Catenary▲90

   Spatial canvas IDE for AI coding agents

   25d ago · thecatenary.app · its alternatives →

10. 10
    Spaces▲77

    One shared space where your team and AI agents work

    24d ago · spaces.ez-ai.io · its alternatives →

11. 11
    We made a back end agnostic SDK for Agent Memory▲5

    May 2026 · github.com · its alternatives →

12. 12
    AgentRecall▲3

    Persistent memory for your AI agents

    May 2026 · its alternatives →

13. 13SC
    Serverless code execution, but for AI agents▲7

    2024 · sandboxed.ai · its alternatives →

14. 14BA
    Brig – A MicroVM sandbox for AI coding agents on Mac and Linux▲9

    10d ago · its alternatives →

15. 15MC
    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 · its alternatives →

16. 16
    OpenMemory▲9

    Give AI agents long-term memory. Not vector search or RAG

    Dec 2025 · github.com · its alternatives →

17. 17CA
    Context-Aware AI Assistant for macOS [Open Source]▲6

    Jan 2026 · thequickfox.ai · its alternatives →

18. 18
    browser-memory▲4

    Community browser skills for AI agents. Save time and token

    Jul 2026 · browser-memory.com · its alternatives →

19. 19
    Agent Memory System▲9

    Open Source Context Infrastructure for AI Agents

    May 2026 · ravbyte-ai.github.io · its alternatives →

20. 20
    SentinelGate – Access control for AI agents (open-source MCP proxy)▲6

    Mar 2026 · github.com · its alternatives →

21. 21
    Web Agent Memory Protocol (WAMP) – Building Shared Memory for the Web▲5

    2025 · web-agent-memory.github.io · its alternatives →

22. 22
    TencentDB Agent Memory▲1

    Agents remember. Humans innovate.

    Sep 2026 · github.com · its alternatives →

23. 23
    Recall▲3

    Long-term memory for AI agents, visible to humans

    Jun 2026 · github.com · its alternatives →

24. 24
    Local Memory▲3

    AI memory for every agent

    Dec 2025 · localmemory.co · its alternatives →

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →