Koskamo

Agent Memory OS MCP

A local-first memory engine for AI-agent teams that provides private, team, and project-scoped memories behind a hard ACL, associative recall, and federated sync. It uses a single SQLite file with no LLM required, enabling shared memory fabrics for fleets of agents working together while keeping data private and local.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Agent Memory OS MCP logo, by yamantaka520Community listingLocal stdioSource reviewed; not executedPublished by yamantaka520
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Popularity 8 GitHub stars

What you can do with it

  • Manage private, team, and project-scoped memories with hard ACLs
  • Enable associative recall for AI agents across sessions
  • Sync memories across a federated mesh of nodes
  • Browse memory and ACL-safe association graphs via web console

Source and maintenance

Community listingRegistry 1.10.1Apache-2.0
mcp-registry: io.github.yamantaka520/agent-memory-os@1.10.1Source repository
Last repository push
Latest release
v1.10.1
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

agent-memory-os 1.10.1

pypi
agent-memory-os package definition
{
  "version": "1.10.1",
  "transport": "stdio",
  "identifier": "agent-memory-os",
  "registryType": "pypi",
  "environmentVariables": [
    {
      "name": "AGENT_MEMORY_AGENT_ID",
      "format": "string",
      "description": "This agent's identity; memories default to this owner and recall carries its ACL."
    },
    {
      "name": "AGENT_MEMORY_HOME",
      "format": "string",
      "description": "Data home directory (default ~/.agent-memory)."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "agent-memory-os-mcp": {
      "command": "uvx",
      "args": [
        "agent-memory-os==1.10.1"
      ],
      "env": {
        "AGENT_MEMORY_AGENT_ID": "<YOUR_AGENT_MEMORY_AGENT_ID>",
        "AGENT_MEMORY_HOME": "<YOUR_AGENT_MEMORY_HOME>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "agent-memory-os-mcp": {
      "command": "uvx",
      "args": [
        "agent-memory-os==1.10.1"
      ],
      "env": {
        "AGENT_MEMORY_AGENT_ID": "<YOUR_AGENT_MEMORY_AGENT_ID>",
        "AGENT_MEMORY_HOME": "<YOUR_AGENT_MEMORY_HOME>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "agent-memory-os-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "agent-memory-os==1.10.1"
      ],
      "env": {
        "AGENT_MEMORY_AGENT_ID": "<YOUR_AGENT_MEMORY_AGENT_ID>",
        "AGENT_MEMORY_HOME": "<YOUR_AGENT_MEMORY_HOME>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "agent-memory-os-mcp": {
      "command": "uvx",
      "args": [
        "agent-memory-os==1.10.1"
      ],
      "env": {
        "AGENT_MEMORY_AGENT_ID": "<YOUR_AGENT_MEMORY_AGENT_ID>",
        "AGENT_MEMORY_HOME": "<YOUR_AGENT_MEMORY_HOME>"
      }
    }
  }
}

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