Total Agent Memory for Windsurf

io.github.vbcherepanov/total-agent-memory

Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall

client:Windsurf transport:stdio runtime:pypi

Install Total Agent Memory in Windsurf

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

{
  "mcpServers": {
    "total-agent-memory": {
      "command": "uvx",
      "args": [
        "total-agent-memory"
      ]
    }
  }
}

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