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Memory for AI

Official registry AI and agents

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

Source code Website

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

NPM package memory-for-ai-mcp
Claude Code 
claude mcp add memory-for-ai -- npx -y memory-for-ai-mcp@0.11.0
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "memory-for-ai": {
            "command": "npx",
            "args": [
                "-y",
                "memory-for-ai-mcp@0.11.0"
            ]
        }
    }
}
PYPI package memory-for-ai
Claude Code 
claude mcp add memory-for-ai -- uvx memory-for-ai==0.11.0
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "memory-for-ai": {
            "command": "uvx",
            "args": [
                "memory-for-ai==0.11.0"
            ]
        }
    }
}
MCPB package https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-amd64.mcpb
MCPB package https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-arm64.mcpb
MCPB package https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-amd64-portable.mcpb
MCPB package https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-arm64-portable.mcpb
MCPB package https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-amd64.mcpb
MCPB package https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-arm64.mcpb

Frequently asked questions

What is Memory for AI?

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

How do I install Memory for AI?

It runs on your machine. In Claude Code: claude mcp add memory-for-ai -- npx -y memory-for-ai-mcp@0.11.0. For other clients, paste the JSON configuration from this page into their MCP settings.

Does Memory for AI need an API key?

Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.

Is Memory for AI open source?

Its code is public on GitHub, but the repository does not declare a standard license.

Who maintains Memory for AI?

It is published by LonelyTraderBay. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.