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mcp/harbor
Windsurf

TeamMemory for Windsurf

io.github.ysydhc/team-memory

Team experience database - let AI accumulate, retrieve and apply team knowledge across chats.

client:Windsurf transport:stdio runtime:pypi

Install TeamMemory 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": {
    "team-memory": {
      "command": "uvx",
      "args": [
        "team_memory"
      ],
      "env": {
        "DATABASE_URL": "<DATABASE_URL>",
        "TEAM_MEMORY_CONFIG": "<TEAM_MEMORY_CONFIG>"
      }
    }
  }
}

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

TeamMemory in other clients

TeamMemory MCP server