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mcp/harbor
VS Code

Kirok Memory for VS Code

io.github.tadfuji/kirok-mcp

Persistent memory for AI agents - hybrid semantic + keyword recall with autonomous consolidation

client:VS Code transport:stdio runtime:pypi

Install Kirok Memory in VS Code

.vscode/mcp.json 

{
  "inputs": [
    {
      "type": "promptString",
      "id": "gemini-api-key",
      "description": "GEMINI_API_KEY",
      "password": true
    }
  ],
  "servers": {
    "kirok-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "kirok-mcp"
      ],
      "env": {
        "GEMINI_API_KEY": "${input:gemini-api-key}"
      }
    }
  }
}

VS Code prompts for each input the first time the server starts, so no secret is written to the file. VS Code docs

Kirok Memory in other clients

Kirok Memory MCP server