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Agent Memory Os MCP server

by yamantaka520·io.github.yamantaka520/agent-memory-os·v1.10.0

Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.

A92/100grade A
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A92/100

full report

Adoption
Growing

5 stars443 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Agent Memory Os tools (13, 2 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • memory_add

    Store a durable memory that will survive across sessions.

  • memory_consolidate

    Merge duplicate memories and synthesize concept memories (housekeeping).

  • memory_context_pack

    Build a prompt-ready, token-budgeted block of the most relevant memories.

  • memory_linkwrite action

    Create a directed association between two existing memories.

  • memory_offload_context

    Park the agent's working context as a restorable snapshot (offload).

  • memory_orchestrate_context

    Assemble a rich, budget-aware context block for a task.

  • memory_recall_feedback

    Report whether recalled memories were helpful, to tune future ranking.

  • memory_reload_context

    Restore a previously offloaded working-context snapshot (reload).

  • memory_search

    Recall memories relevant to a query, ranked best-first.

  • memory_share

    Change who can read an existing memory (share it, or make it private again).

  • memory_snapshot_diff

    Show what changed between a session's two most recent context snapshots.

  • memory_timeline

    Recall what was recorded around a moment in time.

  • memory_updatewrite action

    Update fields of an existing memory in place (keeps the same id).

Public scan report

scanner v0.1.5 · 2026-09-19 · same rubric, same numbers if you re-run it

no findings
  • Code scan76 source files scanned25/25
  • Live reliabilityno gateway calls yet and no remote to proben/a
  • Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 2 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 92/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Grade history

  • 2026-09-19restoreBAscore 92

Install directly

claude mcp add agent-memory-os -- uvx agent-memory-os
Add to Cursor

Agent Memory Os: common questions

Is Agent Memory Os MCP server safe?
Yes, by our scan: it is graded A (92/100). Read the Agent Memory Os safety report
How do I install Agent Memory Os?
It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does Agent Memory Os need an API key?
No secret keys are declared. It reads 2 settings from the environment.
Is Agent Memory Os maintained?
The last commit was 2 days ago (2026-09-17). The latest release is v1.10.0.
What can I use instead of Agent Memory Os?
Servers from other publishers that do the same job: ContextStream MCP Server, Total Agent Memory MCP server and Fidelis Memory MCP server. Compare all Agent Memory Os alternatives.

Alternatives to Agent Memory Os

Same job from other publishers: the closest match first, then the best rated.

All Agent Memory Os alternatives →
  • ContextStream MCP Server
    Project memory, semantic code search, and grounded agent context.
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  • Total Agent Memory
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  • Fidelis Memory
    Recall locally stored agent memories through an MCP-compatible host.
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  • Projectmem
    Coding agent memory — one local MCP server for every project. Warns before repeating failed fixes.
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  • Hicortex — AI Fleet Memory
    Shared fleet memory for AI agents: nightly self-correction, recall every prompt (supported agents).
    C

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