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mcp/harbor
Windsurf

contextual for Windsurf

io.github.contextual-laboratories/contextual

Persistent memory for AI coding agents: local-first semantic search, dependency graphs, git history.

client:Windsurf transport:stdio runtime:pypi

Install contextual 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": {
    "contextual": {
      "command": "uvx",
      "args": [
        "contextual-engine"
      ],
      "env": {
        "CONTEXTUAL_LOG_LEVEL": "<CONTEXTUAL_LOG_LEVEL>"
      }
    }
  }
}

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

contextual in other clients

contextual MCP server