Quantitative analysis and pricing tools.

Installation

pip install quantflow

Modules

• quantflow.ai MCP server for AI clients (requires quantflow[ai,data])
• quantflow.data data APIs (requires quantflow[data])
• quantflow.options option pricing and calibration
• quantflow.sp stochastic process primitives
• quantflow.ta timeseries analysis tools
• quantflow.utils utilities and helpers

Optional dependencies

• data — data retrieval: pip install quantflow[data]
• ai — MCP server for AI clients: pip install quantflow[ai,data]

MCP Server

Quantflow exposes its data tools as an MCP server, allowing AI clients such as Claude to query market data, crypto volatility surfaces, and economic indicators directly.

Install with the ai and data extras:

pip install quantflow[ai,data]

API keys

Store your API keys in ~/.quantflow/.vault:

fmp=your-fmp-key
fred=your-fred-key

Or let the AI manage them for you via the vault_add tool once connected.

Claude Code

claude mcp add quantflow -- uv run qf-mcp

Claude Desktop

Add to your Claude Desktop config (~/Library/Application Support/Claude/claude_desktop_config.json on macOS):

{
  "mcpServers": {
    "quantflow": {
      "command": "uv",
      "args": ["run", "qf-mcp"]
    }
  }
}

Available tools