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Grok

SlashML (/ml) Persistent Agent Memory & Code Localization for Grok

io.github.slashml-ai/ml-memory

Persistent conversational memory, behavioral code search, and bug localization for AI agents.

client:Grok transport:stdio runtime:npm

Install SlashML (/ml) Persistent Agent Memory & Code Localization in Grok

.mcp.json (in your project root)

Held in this page only — never stored, logged, or sent anywhere but back to your screen. 

{
  "mcpServers": {
    "ml-memory": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@slashml/mcp"
      ],
      "env": {
        "SLASHML_API_KEY": "<SLASHML_API_KEY>",
        "SLASHML_USER_ID": "<SLASHML_USER_ID>"
      }
    }
  }
}

Grok Build reads Claude Code's .mcp.json and Claude Desktop's config unchanged, so a server you have already set up there needs nothing new. The Grok web app and X integration do not take custom servers. Grok docs

SlashML (/ml) Persistent Agent Memory & Code Localization in other clients

SlashML (/ml) Persistent Agent Memory & Code Localization MCP server