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io.github.LonelyTraderBay/memory-for-ai

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Publisher-provided title

Memory for AI

Publisher-provided description

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

Summary by lookupd

Builds a local knowledge graph of a codebase so agents can query code structure with fewer tokens.

Install

Claude Code, npm package (stdio)

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

Claude Code, pypi package (stdio)

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

Codex, npm package (stdio)

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

Codex, pypi package (stdio)

codex mcp add memory-for-ai -- uvx memory-for-ai

Cursor, npm package (stdio) → .cursor/mcp.json

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

Cursor, pypi package (stdio) → .cursor/mcp.json

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

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