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Windsurf

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

io.github.slashml-ai/ml-memory

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

client:Windsurf transport:stdio runtime:npm

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

~/.codeium/windsurf/mcp_config.json · windows: %USERPROFILE%\.codeium\windsurf\mcp_config.json

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

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

Global only — Windsurf has no per-project MCP config. Refresh Cascade after saving. Windsurf docs

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

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