Quantoracle
Give your agent exact quantitative finance math—options, Black-Scholes, and related models—via 73 deterministic tools instead of LLM guesswork.
Overview
QuantOracle is an MCP server for the Build phase that provides 73 deterministic quantitative finance tools so agents use exact math instead of drifting on models like Black-Scholes.
What is this MCP server?
- 73 deterministic quant finance tools exposed to MCP clients
- Explicitly addresses LLM drift on models like Black-Scholes
- npm package quantoracle-mcp v2.4.2 with stdio transport
- Suited for backtests, risk sketches, and education—not discretionary trade advice
- Subfolder mcp-server in QuantOracledev/quantoracle repo
- 73 deterministic quant tools per server description
- Version 2.4.2, npm identifier quantoracle-mcp
- stdio transport; repo github.com/QuantOracledev/quantoracle (mcp-server subfolder)
Community signal: 6 GitHub stars.
What problem does it solve?
Coding agents confidently output wrong option prices and risk metrics because they approximate finance formulas instead of computing them.
Who is it for?
Indie builders and quants wiring vetted pricing and risk utilities into agent-driven prototypes and internal tools.
Skip if: Non-technical users seeking managed trading, live market data, or regulatory-ready production without your own validation stack.
What do I get? / Deliverables
Your agent invokes registered quant tools for reproducible numeric results while you integrate fintech or analytics features.
- Agent-callable library of 73 quant finance operations
- Reproducible numeric results for modeling and integration code
- Local MCP wiring documented via server.json v2.4.2
Recommended MCP Servers
Journey fit
Financial tooling hooks land in Build when you wire deterministic backends into agents, dashboards, or trading assistants. Integrations is the right shelf for an MCP math layer that replaces hand-rolled formulas in agent workflows.
How it compares
Deterministic finance MCP toolbox, not a generic spreadsheet skill or discretionary trading bot.
Common Questions / FAQ
Who is QuantOracle for?
Developers and solo quant builders who want MCP-accessible, exact finance math inside Claude Code, Cursor, or similar agents.
When should I use QuantOracle?
While building integrations for options, risk, or valuation features whenever LLM-generated formulas would be unsafe or inaccurate.
How do I add QuantOracle to my agent?
Install and register the npm MCP server quantoracle-mcp (v2.4.2) with stdio transport from the quantoracle repository mcp-server subfolder.