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Ranked by measurement

Best ai agent memory

47 tested · top 25 shown

Ordered by a seven-frame production-readiness benchmark measured from each product's public surface — not popularity, pricing or feature count. Nobody pays to appear here and the order is never edited. How it is measured →
How this field scores
low 50median 77best 100
  1. 1
    @agentmemory/mcp
    Standalone MCP server for agentmemory — thin shim that re-exposes @agentmemory/agentmemory's MCP entrypoint
    Sec 100
    Std 100
    Disc 100
    3 not assessed
    github.com · measured 2026-08-09
  2. 2
    wienerdog
    Give your AI agent a memory, habits, and a daily routine using only files.
    Sec 100
    Std 100
    Disc 100
    3 not assessed
    github.com · measured 2026-08-09
  3. 3
    innernet
    Innernet is a personal memory layer that stores and syncs your context across AI tools.
    Perf 80
    Sec 100
    Priv 100
    Rel 100
    Std 100
    Disc 100
    innernet.live · measured 2026-08-09
  4. 4
    Creed
    Creed is a Markdown-based editor for managing personal context used by AI agents.
    Perf 85
    Sec 100
    Priv 100
    Rel 100
    Std 92
    Disc 100
    creed.md · measured 2026-08-09
  5. 5
    Athena
    Athena is a shared knowledge and governance layer between your code, teams, and AI agents.
    Perf 94
    Sec 100
    Priv 100
    Rel 100
    Std 92
    Disc 70
    tryathena.dev · measured 2026-08-08
  6. 6
    Kit for AI
    API platform that gives AI agents persistent memory and searchable document knowledge.
    Perf 83
    Sec 100
    Priv 100
    Rel 100
    Std 86
    Disc 85
    kitforai.com · measured 2026-08-09
  7. 7
    ContextVault
    ContextVault is a persistent, shared memory layer for AI tools used by teams.
    Perf 82
    Sec 80
    Priv 100
    Rel 100
    Std 92
    Disc 85
    contextvault.dev · measured 2026-08-09
  8. 8
    gini-agent
    The agent that remembers and learns.
    Sec 90
    Std 100
    Disc 65
    3 not assessed
    github.com · measured 2026-08-10
  9. 9
    bourdon
    Bourdon is a cross-agent memory engine that lets AI agents share what they know.
    Perf 91
    Sec 100
    Priv 70
    Rel 100
    Std 86
    Disc 70
    bourdon.ai · measured 2026-08-09
  10. 10
    Brain Memory
    Hierarchical file-system memory for AI agents, modeled on how the brain works.
    Perf 94
    Sec 25
    Priv 100
    Rel 100
    Std 100
    Disc 100
    brainmemory.ai · measured 2026-08-09
  11. 11
    Specify
    Workspace memory and AI agent platform for teams managing product context.
    Perf 64
    Sec 80
    Priv 100
    Rel 75
    Std 97
    Disc 100
    specify.app · measured 2026-08-10
  12. 12
    Atlaso
    Atlaso is an AI memory service that captures and recalls context across your tools and devices.
    Perf 89
    Sec 20
    Priv 100
    Rel 100
    Std 92
    Disc 100
    atlaso.ai · measured 2026-08-08
  13. 13
    memory-os
    A 7-layer memory operating system for Hermes Agent — persistent memory with Qdrant, structured facts, fabric r
    Sec 90
    Std 100
    Disc 65
    3 not assessed
    github.com · measured 2026-08-09
  14. 14
    Tenure
    Tenure is a fully local AI memory layer that runs on localhost. Persistent, structured memory that follows you
    Perf 100
    Sec 45
    Priv 70
    Rel 100
    Std 92
    Disc 90
    tenureai.dev · measured 2026-08-09
  15. 15
    pumaDB
    Hosted memory API that lets AI agents store and retrieve durable JSON records.
    Perf 95
    Sec 35
    Priv 55
    Rel 100
    Std 100
    Disc 90
    pumadb.ai · measured 2026-08-09
  16. 16
    TencentDB-Agent-Memory
    TencentDB Agent Memory delivers fully local long-term memory for AI Agents via a 4-tier progressive pipeline,
    Sec 80
    Rel 65
    Std 100
    Disc 65
    2 not assessed
    github.com · measured 2026-08-09
  17. 17
    Mem0
    Universal memory layer for AI Agents
    Perf 53
    Sec 60
    Priv 75
    Rel 100
    Std 89
    Disc 100
    mem0.ai · measured 2026-08-09
  18. 18
    Draft0
    Jeeves by Draft0 is a persistent memory layer for AI coding agents like Claude Code.
    Perf 85
    Sec 80
    Priv 45
    Rel 100
    Std 92
    Disc 60
    draft0.ai · measured 2026-08-09
  19. 19
    gcontext
    Version-controlled context modules your AI agent navigates itself. Integrations for the stack it operates, tas
    Perf 91
    Sec 25
    Priv 100
    Rel 100
    Std 92
    Disc 60
    gcontext.ai · measured 2026-08-09
  20. 20
    claude-mem
    Open-source memory layer for AI agents, with optional cloud sync via one MCP link.
    Perf 45
    Sec 45
    Priv 75
    Rel 100
    Std 92
    Disc 100
    claude-mem.ai · measured 2026-08-09
  21. 21
    Exabase
    Memory API and cloud filesystem service for AI applications.
    Perf 71
    Sec 55
    Priv 75
    Rel 100
    Std 92
    Disc 85
    exabase.io · measured 2026-08-10
  22. 22
    DataGrout
    DataGrout provides AI agents with memory, reliability, and cost control.
    Perf 40
    Sec 65
    Priv 75
    Rel 75
    Std 97
    Disc 100
    datagrout.ai · measured 2026-08-09
  23. 23
    PMB
    PMB gives AI coding agents persistent, local memory stored in a SQLite file.
    Perf 78
    Sec 80
    Priv 25
    Rel 92
    Std 92
    Disc 75
    pmbai.dev · measured 2026-08-10
  24. 24
    Unabyss
    Unabyss syncs your work context across every AI tool you use via MCP.
    Perf 55
    Sec 25
    Priv 100
    Rel 100
    Std 84
    Disc 85
    unabyss.com · measured 2026-08-09
  25. 25
    Inkfold
    Inkfold gives a shared memory layer to ChatGPT, Claude, Gemini, Grok, and other AI tools.
    Perf 88
    Sec 25
    Priv 100
    Rel 75
    Std 85
    Disc 60
    inkfold.app · measured 2026-08-09
What this does not say
Products whose sites block automated readers are left out rather than ranked last — we did not measure them, and bottom placement would claim something we never observed. Scores are floors: anything set at a CDN, a proxy or behind a login is invisible from the public surface.

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