Memory for AI

MCP server · by LonelyTraderBay

Knowledge & Memory

npmPythonmcpb

v0.10.9

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

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Install

Run one of the commands below, then add the client config underneath.

npm

npx -y memory-for-ai-mcp

Python

uvx memory-for-ai

mcpb

https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.10.9/memory-for-ai-darwin-amd64.mcpb

mcpb

https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.10.9/memory-for-ai-darwin-arm64.mcpb

mcpb

https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.10.9/memory-for-ai-linux-amd64-portable.mcpb

mcpb

https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.10.9/memory-for-ai-linux-arm64-portable.mcpb

mcpb

https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.10.9/memory-for-ai-windows-amd64.mcpb

mcpb

https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.10.9/memory-for-ai-windows-arm64.mcpb

Client configuration

Paste into Claude Desktop, Cursor (mcp.json), VS Code or any MCP client, then restart the client.

mcpServers

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

About this server

Memory for AI is listed in the Knowledge & Memory category of the MCPNav directory. It is distributed as npm, Python, mcpb and can be loaded by any client that speaks the Model Context Protocol.

Typical uses include giving your assistant scoped access to the corresponding service so it can answer questions and take actions with real data instead of guessing. Always review what a server can access before you enable it — see our MCP security guide.

Frequently asked questions

What is the Memory for AI MCP server?＋

Memory for AI is an MCP server by LonelyTraderBay. Local codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

How do I install Memory for AI?＋

Install it with: npx -y memory-for-ai-mcp. Then add the JSON config to your client's 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 API it calls (such as a search or maps API) may require its own key and billing.

Which clients support Memory for AI?＋

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