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Windsurf

Vector Search API for Windsurf

io.github.br0ski777/vector-search

In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.

client:Windsurf transport:sse

Install Vector Search API in Windsurf

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

{
  "mcpServers": {
    "vector-search": {
      "serverUrl": "https://vector-search.api.klymax402.com/mcp"
    }
  }
}

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

Vector Search API in other clients