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Overview

Cursor supports MCP servers natively. QuantSpace is deployed as a Streamable HTTP server and can be connected with a single entry in your ~/.cursor/mcp.json. No authentication required.

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Configuration

Open (or create) ~/.cursor/mcp.json and add the quantspace entry: 
{
  "mcpServers": {
    "quantspace": {
      "url": "https://mcp-fabric-server.blackmushroom-7d2b97e6.eastus2.azurecontainerapps.io/mcp"
    }
  }
}
Restart Cursor (or reload the MCP servers via Settings → MCP). All nine tools will appear automatically — no login or browser redirect needed.

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Usage

Once connected, open Cursor Chat and ask your AI assistant to run a pipeline:
“Run the full ML trading pipeline for AAPL, MSFT, GOOGL from 2023-01-01 to 2024-01-01, test until 2025-01-01”
The agent will call the core pipeline tools in sequence automatically: 
run_data_extraction → run_feature_worker → run_ml_job → run_po_job → run_trading_job
Optional tools you can call after run_po_job: 
run_plot_job | run_st_job | run_risk_job

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Troubleshooting

IssueFix
Tools not showingReload MCP servers in Cursor Settings → MCP
TimeoutJobs run up to 10 minutes — do not close the chat tab while a job is running
Connection errorVerify the URL ends with /mcp (not /sse)