Local Memory MCP Server

by studiomeyer-ioio.github.studiomeyer-io/local-memory-mcpv2.4.3

Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.

14Node.jsstdioofficial registry

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Active5d ago

Install Local Memory MCP server

claude mcp add local-memory -- npx -y @studiomeyer/local-memory-mcp

{
  "mcpServers": {
    "local-memory": {
      "command": "npx",
      "args": [
        "-y",
        "@studiomeyer/local-memory-mcp"
      ]
    }
  }
}

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

{
  "mcpServers": {
    "local-memory": {
      "command": "npx",
      "args": [
        "-y",
        "@studiomeyer/local-memory-mcp"
      ]
    }
  }
}

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

{
  "servers": {
    "local-memory": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@studiomeyer/local-memory-mcp"
      ]
    }
  }
}

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

{
  "mcpServers": {
    "local-memory": {
      "command": "npx",
      "args": [
        "-y",
        "@studiomeyer/local-memory-mcp"
      ]
    }
  }
}

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

Configuration

Variable	Required	Secret	Description
MEMORY_DB_PATH	—	—	Custom path for the SQLite database file
MEMORY_EMBED_DISABLED	—	—	Disable the local embedding pipeline (forces FTS5-only search). Useful in restricted networks where the model can't be downloaded.
MEMORY_EMBED_MODEL	—	—	Override the embedding model id (defaults to Xenova/multilingual-e5-small).
MEMORY_EMBED_CACHE_DIR	—	—	Override the Transformers.js cache directory (defaults to the OS data dir).

Freshness

Active — last maintenance signal 5d ago. The newest of the signals below sets the band.

Last commit (default branch)
2026-10-05 · 5d ago · GitHub
Latest release
2026-08-19 · 51d ago · GitHub · v2.4.3
Package published
no data · npm/PyPI
Registry entry updated
2026-08-09 · 2mo ago · official registry · v2.4.3

FAQ

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

Run: claude mcp add local-memory -- npx -y @studiomeyer/local-memory-mcp. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does Local Memory require an API key?

No required environment variables are declared in its published metadata.

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

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

›Is Local Memory in the official MCP registry?

Yes, as io.github.studiomeyer-io/local-memory-mcp.