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Superlocalmemory

Superlocalmemory is an MCP server that adds search and knowledge tools to AI assistants such as Claude Desktop, Claude Code and Cursor. Local-first AI memory with knowledge graphs and hybrid search. It has 227 GitHub stars, is released under the AGPL-3.0 license and runs locally with npx -y superlocalmemory.

github.com/qualixar/superlocalmemory (opens in a new tab)

View on GitHub (opens in a new tab)

Install Superlocalmemory

Generated from the server's MCP registry entry. Replace your-value with your own values.

Claude Desktop

claude_desktop_config.json
{
  "mcpServers": {
    "superlocalmemory": {
      "command": "npx",
      "args": [
        "-y",
        "superlocalmemory"
      ]
    }
  }
}

Settings > Developer > Edit Config. macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\. Restart Claude Desktop afterwards.

Claude Code

claude mcp add --transport stdio superlocalmemory -- npx -y superlocalmemory

Cursor

.cursor/mcp.json
{
  "mcpServers": {
    "superlocalmemory": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "superlocalmemory"
      ]
    }
  }
}

Project file; use ~/.cursor/mcp.json to enable it in every project.

VS Code

.vscode/mcp.json
{
  "servers": {
    "superlocalmemory": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "superlocalmemory"
      ]
    }
  }
}

Config formats checked against the official docs on Oct 7, 2026: modelcontextprotocol.io (opens in a new tab), code.claude.com (opens in a new tab), cursor.com (opens in a new tab), code.visualstudio.com (opens in a new tab).

About Superlocalmemory

Claude Code, Codex, Cursor and other MCP clients forget what they learned when a session ends. SuperLocalMemory (SLM) gives them one long-term memory that lives on your machine: it learns from use, enforces who may read and erase what, coordinates many agents, and says "I don't have that" instead of guessing.

  • knowledge-graph
  • local-first
  • agent-memory
  • agent-reliability
  • ai-agents
  • claude-code
  • cursor
  • llm-memory
  • mcp
  • mcp-server

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FAQ

Superlocalmemory FAQ

Still curious? Email info@appsgit.com.

What is Superlocalmemory?

Superlocalmemory is an MCP server that adds search and knowledge tools to AI assistants such as Claude Desktop, Claude Code and Cursor. Local-first AI memory with knowledge graphs and hybrid search. It has 227 GitHub stars, is released under the AGPL-3.0 license and runs locally with npx -y superlocalmemory. The source code is at github.com/qualixar/superlocalmemory.

How do I install the Superlocalmemory MCP server?

Add the command npx -y superlocalmemory to your MCP client: put it in claude_desktop_config.json for Claude Desktop, run claude mcp add for Claude Code, or add it to .cursor/mcp.json (Cursor) or .vscode/mcp.json (VS Code). The snippets on this page are ready to paste.

Is Superlocalmemory free?

The server is open source under the AGPL-3.0 license, so running it is free. It does not declare any required API key.

Is Superlocalmemory actively maintained?

The most recent commit was on Oct 6, 2026. The latest release is v4.1.21, published Oct 6, 2026. appsgit only lists MCP servers with a commit in the last six months and re-checks every server daily.