Memory OS AI MCP Server

by romainsantoli-webio.github.romainsantoli-web/memory-os-aiv3.0.1

Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking

3Pythonstdioofficial registry

context tax

queued

security

queued

cold start

queued

freshness

Stale7mo ago

Install Memory OS AI MCP server

claude mcp add memory-os-ai -- uvx memory-os-ai

{
  "mcpServers": {
    "memory-os-ai": {
      "command": "uvx",
      "args": [
        "memory-os-ai"
      ]
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).

{
  "mcpServers": {
    "memory-os-ai": {
      "command": "uvx",
      "args": [
        "memory-os-ai"
      ]
    }
  }
}

Settings → Developer → Edit Config (claude_desktop_config.json), then restart.

{
  "servers": {
    "memory-os-ai": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "memory-os-ai"
      ]
    }
  }
}

Add to .vscode/mcp.json in your workspace.

{
  "mcpServers": {
    "memory-os-ai": {
      "command": "uvx",
      "args": [
        "memory-os-ai"
      ]
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Stale — last maintenance signal 7mo ago. The newest of the signals below sets the band.

›How do I install the Memory OS AI MCP server in Claude Code?

Run: claude mcp add memory-os-ai -- uvx memory-os-ai. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does Memory OS AI require an API key?

No required environment variables are declared in its published metadata.

›Can I use Memory OS AI as a remote (hosted) MCP server?

No hosted endpoint is published; it runs locally over stdio.

›Is Memory OS AI in the official MCP registry?

Yes, as io.github.romainsantoli-web/memory-os-ai.

Other memory MCP servers.