Memory for AI

Knowledge & Memory npmPythonmcpb v0.11.0

Local codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

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Install

Pin version registry version 0.11.0

npm
npx -y memory-for-ai-mcp

npm
npx -y memory-for-ai-mcp@0.11.0

Python
uvx memory-for-ai

Python
uvx memory-for-ai@0.11.0

mcpb
https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-amd64.mcpb

mcpb
https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-arm64.mcpb

mcpb
https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-amd64-portable.mcpb

mcpb
https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-arm64-portable.mcpb

mcpb
https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-amd64.mcpb

mcpb
https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-arm64.mcpb

Setup by client

Pick your client — the config below is generated for this server (local stdio). Copy respects the “Pin version” switch above.

claude_desktop_config.json

{
  "mcpServers": {
    "memory-for-ai": {
      "command": "npx",
      "args": [
        "-y",
        "memory-for-ai-mcp"
      ]
    }
  }
}

{
  "mcpServers": {
    "memory-for-ai": {
      "command": "npx",
      "args": [
        "-y",
        "memory-for-ai-mcp@0.11.0"
      ]
    }
  }
}

Format verified against the official Claude Desktop docs ↗.

terminal

claude mcp add memory-for-ai -- npx -y memory-for-ai-mcp

claude mcp add memory-for-ai -- npx -y memory-for-ai-mcp@0.11.0

Format verified against the official Claude Code docs ↗.

.cursor/mcp.json

{
  "mcpServers": {
    "memory-for-ai": {
      "command": "npx",
      "args": [
        "-y",
        "memory-for-ai-mcp"
      ]
    }
  }
}

{
  "mcpServers": {
    "memory-for-ai": {
      "command": "npx",
      "args": [
        "-y",
        "memory-for-ai-mcp@0.11.0"
      ]
    }
  }
}

Format verified against the official Cursor docs ↗.

.vscode/mcp.json

{
  "servers": {
    "memory-for-ai": {
      "command": "npx",
      "args": [
        "-y",
        "memory-for-ai-mcp"
      ]
    }
  }
}

{
  "servers": {
    "memory-for-ai": {
      "command": "npx",
      "args": [
        "-y",
        "memory-for-ai-mcp@0.11.0"
      ]
    }
  }
}

Format verified against the official VS Code docs ↗.

mcp_config.json

{
  "mcpServers": {
    "memory-for-ai": {
      "command": "npx",
      "args": [
        "-y",
        "memory-for-ai-mcp"
      ]
    }
  }
}

{
  "mcpServers": {
    "memory-for-ai": {
      "command": "npx",
      "args": [
        "-y",
        "memory-for-ai-mcp@0.11.0"
      ]
    }
  }
}

Format verified against the official Windsurf docs ↗.

About this server

Distributed as npm, Python, mcpb, listed under Knowledge & Memory. Review our MCP security guide before granting access to real data.

Frequently asked questions

How do I install Memory for AI?

Run the install command shown above, then paste the config for your client (Claude Desktop, Claude Code, Cursor, VS Code or Windsurf) into its MCP settings and restart the client.

Is Memory for AI free to use?

The MCP server itself is free to install. The source is public on https://github.com/LonelyTraderBay/memory-for-ai. Any third-party service it calls may require its own API key and account.

Which clients support Memory for AI?

Any MCP-compatible client can use it, including Claude Desktop, Claude Code, Cursor, VS Code, Windsurf and custom agents.

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