SERVER

Memory for AI

Rank #7,857

io.github.LonelyTraderBay/memory-for-ai

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

2 versions

by LonelyTraderBay (1 servers)View repository ↗Claim this server

First listed

Sep 4, 2026

Last publish date

Sep 18, 2026

OVERVIEW

Memory for AI is a Model Context Protocol (MCP) server published by LonelyTraderBay. It ranks #7,857 of 137,492 servers tracked on MCP Toplist. Memory for AI is listed across 2 registries — Official MCP and Glama, with 2 tracked versions. It was first listed on Sep 4, 2026 and most recently updated on Sep 18, 2026.

STANDING

#7,857of 137,492 tracked serversTop 10%

Ranks ahead of 129,635 of 137,492 servers on MCP Toplist.

CONNECT

Use Memory for AI

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

npm package

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

Python package (PyPI)

claude mcp add memory-for-ai -- uvx memory-for-ai

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-amd64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-arm64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-amd64-portable.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-arm64-portable.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-amd64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-arm64.mcpb` — install it through your client’s extension manager.

npm package

[mcp_servers.memory-for-ai]
command = "npx"
args = ["-y", "memory-for-ai-mcp"]

Add to ~/.codex/config.toml.

Python package (PyPI)

[mcp_servers.memory-for-ai]
command = "uvx"
args = ["memory-for-ai"]

Add to ~/.codex/config.toml.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-amd64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-arm64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-amd64-portable.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-arm64-portable.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-amd64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-arm64.mcpb` — install it through your client’s extension manager.

npm package

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

Add to claude_desktop_config.json (Settings → Developer → Edit Config).

Python package (PyPI)

{
  "mcpServers": {
    "memory-for-ai": {
      "command": "uvx",
      "args": [
        "memory-for-ai"
      ]
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config).

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-amd64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-arm64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-amd64-portable.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-arm64-portable.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-amd64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-arm64.mcpb` — install it through your client’s extension manager.

npm package

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

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

Python package (PyPI)

{
  "mcpServers": {
    "memory-for-ai": {
      "command": "uvx",
      "args": [
        "memory-for-ai"
      ]
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-amd64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-arm64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-amd64-portable.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-arm64-portable.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-amd64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-arm64.mcpb` — install it through your client’s extension manager.

npm package

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

Save as .vscode/mcp.json in your workspace.

Python package (PyPI)

{
  "servers": {
    "memory-for-ai": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "memory-for-ai"
      ]
    }
  }
}

Save as .vscode/mcp.json in your workspace.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-amd64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-arm64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-amd64-portable.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-arm64-portable.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-amd64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-arm64.mcpb` — install it through your client’s extension manager.

npm package

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

Add to ~/.codeium/windsurf/mcp_config.json.

Python package (PyPI)

{
  "mcpServers": {
    "memory-for-ai": {
      "command": "uvx",
      "args": [
        "memory-for-ai"
      ]
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-amd64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-arm64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-amd64-portable.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-arm64-portable.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-amd64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-arm64.mcpb` — install it through your client’s extension manager.

npm package

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

Python package (PyPI)

{
  "mcpServers": {
    "memory-for-ai": {
      "command": "uvx",
      "args": [
        "memory-for-ai"
      ]
    }
  }
}

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-amd64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-darwin-arm64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-amd64-portable.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-linux-arm64-portable.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-amd64.mcpb` — install it through your client’s extension manager.

MCP bundle

Published as mcp bundle `https://github.com/LonelyTraderBay/memory-for-ai/releases/download/v0.11.0/memory-for-ai-windows-arm64.mcpb` — install it through your client’s extension manager.

BADGE

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Markdown

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REGISTRIES

Listed on 2 registries

Official MCP

Glama

ORGANIZATION

LonelyTraderBay

Organization

LonelyTraderBay

Servers in org

Versions across org

VERSIONS

Available versions (2)

Version	Published
0.11.0	Sep 18, 2026
0.10.9	Sep 12, 2026

FAQ

Frequently asked questions

Who maintains Memory for AI?: Memory for AI is maintained by LonelyTraderBay, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
Is Memory for AI listed on the Official MCP Registry?: Yes — Memory for AI is listed on the Official MCP Registry, alongside Glama.
How many versions does Memory for AI have?: MCP Toplist tracks 2 versions of Memory for AI, most recently published on Sep 18, 2026.
Where can I find the source code for Memory for AI?: The source code for Memory for AI is hosted at github.com/LonelyTraderBay/memory-for-ai.

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