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mcp/harbor
Windsurf

skillmem for Windsurf

io.github.liza-studio/skillmem

Skill memory for coding agents: learn, recall, reinforce, decay. Local SQLite, no API key.

client:Windsurf transport:stdio runtime:pypi

Install skillmem 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": {
    "skillmem": {
      "command": "uvx",
      "args": [
        "skillmem"
      ],
      "env": {
        "SKILLMEM_DB": "<SKILLMEM_DB>"
      }
    }
  }
}

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

skillmem in other clients

skillmem MCP server