LocalFree

Memory for AI MCP server

LonelyTraderBay/memory-for-ai

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

185 npm downloads / month

Install Memory for AI in Claude Code

npm

Claude Code
claude mcp add memory-for-ai -- npx -y memory-for-ai-mcp
mcp.json (Claude Desktop, Cursor, VS Code, Windsurf)
{
  "mcpServers": {
    "memory-for-ai": {
      "command": "npx",
      "args": [
        "-y",
        "memory-for-ai-mcp"
      ]
    }
  }
}

PyPI (uv)

Claude Code
claude mcp add memory-for-ai -- uvx memory-for-ai
mcp.json (Claude Desktop, Cursor, VS Code, Windsurf)
{
  "mcpServers": {
    "memory-for-ai": {
      "command": "uvx",
      "args": [
        "memory-for-ai"
      ]
    }
  }
}

MCP Bundle (.mcpb)

Claude Code
curl -LO https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-amd64.mcpb
mcp.json (Claude Desktop, Cursor, VS Code, Windsurf)
Download memory-for-ai-darwin-amd64.mcpb and double-click it to install in Claude Desktop.

MCP Bundles install in one click in Claude Desktop. Download the file, then open it.

MCP Bundle (.mcpb)

Claude Code
curl -LO https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-arm64.mcpb
mcp.json (Claude Desktop, Cursor, VS Code, Windsurf)
Download memory-for-ai-darwin-arm64.mcpb and double-click it to install in Claude Desktop.

MCP Bundles install in one click in Claude Desktop. Download the file, then open it.

Frequently asked questions

What does the Memory for AI MCP server do?

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

Is the Memory for AI MCP server free?

Yes, most likely. Open source and no paid account or API key is mentioned in the listing. Check the provider for current pricing.

Does Memory for AI run locally or remotely?

Local. Runs on your machine (stdio). You install it with npx, uvx, Docker or from source.

How do I add Memory for AI to Claude Code?

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

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