Best Data Science & ML MCP Servers for Windsurf

Connect data science & ml tools to Windsurf using MCP servers. These servers let Windsurf interact with data science & ml resources, enabling powerful AI-assisted workflows for developers.

MCPgee indexes 1,403 data science & ml MCP servers with a median of 37 GitHub stars; 78% are written in typescript and 18% install via npm. All work with Windsurf.

Top 30 of 1,403 Data Science & ML Servers for Windsurf

Windsurf Configuration

Add data science & ml MCP servers to your Windsurf configuration at ~/.windsurf/mcp.json:

{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-filesystem", "/home/you/projects"]
    },
    "github": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-github"],
      "env": {
        "GITHUB_PERSONAL_ACCESS_TOKEN": "ghp_your_token_here"
      }
    },
    "postgres": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-postgres", "postgresql://localhost:5432/mydb"]
    },
    "brave-search": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-brave-search"],
      "env": {
        "BRAVE_API_KEY": "your_brave_api_key_here"
      }
    },
    "memory": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-memory"]
    }
  }
}

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