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mcp/harbor

Windsurf swift ai post_embeddings

How to: Windsurf swift ai post_embeddings

client:Windsurf transport:streamable-http tool:post_embeddings

Add swift ai to Windsurf

  1. 01

    Open ~/.codeium/windsurf/mcp_config.json and merge this in. Keep any servers already there. 

{
  "mcpServers": {
    "swift-ai": {
      "serverUrl": "https://mcp.jojapi.com/swift-ai"
    }
  }
}
  1. 02

    Save the file and restart Windsurf.

  2. 03

    Ask for something post_embeddings does. Windsurf lists the server's tools on connect and calls post_embeddings itself — you do not invoke it by name.

  3. 04

    If nothing happens, check the server is running and that swift ai's identifier in your config matches the one above exactly.

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

Same tool, other clients

This list was read from the server itself, by connecting to it and calling tools/list on 24 September 2026. It is what the server actually exposes, not what its listing claims.

Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.

swift ai MCP server