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mcp/harbor
Windsurf

a mem mcp for Windsurf

io.github.diaaaj/a-mem-mcp

Self-evolving memory system for AI agents

client:Windsurf transport:stdio runtime:pypi

Install a mem mcp 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": {
    "a-mem-mcp": {
      "command": "uvx",
      "args": [
        "a-mem"
      ],
      "env": {
        "LLM_BACKEND": "<LLM_BACKEND>",
        "LLM_MODEL": "<LLM_MODEL>",
        "OPENAI_API_KEY": "<OPENAI_API_KEY>",
        "EMBEDDING_MODEL": "<EMBEDDING_MODEL>",
        "CHROMA_DB_PATH": "<CHROMA_DB_PATH>"
      }
    }
  }
}

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

a mem mcp in other clients

a mem mcp MCP server