Stock & options risk analytics for AI agents: pre-trade risk scan, IV, gamma walls, Monte Carlo. Connect the official HPSILab Quant Finance MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http hpsilab-quant-finance https://hpsilab.com/mcpRun in your terminal, then restart Claude Code.
HPSILab Quant Finance · https://hpsilab.com/mcp
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “register_account”: Register a free hpsilab account for yourself, with no human involvement, and receive an API key immediately. Call this when the use.”
“Use “get_iv_radar”: Implied-volatility (IV) structure for a stock: how expensive options are, whether volatility is being squeezed, and whether traders are.”
“Use “get_monte_carlo”: Monte Carlo price simulation for the next ~10 trading days: thousands of random price paths estimate a likely price range and the odds o.”
“Use “get_ai_prediction”: AI next-day prediction: probability the stock closes UP, a paper-trading buy/watch/sell lean (research only, not a trade instruction.”
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how HPSILab Quant Finance holds up.
Operated by HPSILab Quant Finance (hpsilab.com) at its documented MCP endpoint — not a third-party mirror or community re-host.
This server only exposes public data — no account and no credentials are involved when you connect.
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
If HPSILab Quant Finance adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Choose HPSILab Quant Finance in the gate directory. No sign-in needed.
HPSILab Quant Finance's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
register_account — Register a free hpsilab account for yourself, with no human involvement, and receive an API key immediately. Call this when the use
get_iv_radar — Implied-volatility (IV) structure for a stock: how expensive options are, whether volatility is being squeezed, and whether traders are
get_monte_carlo — Monte Carlo price simulation for the next ~10 trading days: thousands of random price paths estimate a likely price range and the odds o
get_ai_prediction — AI next-day prediction: probability the stock closes UP, a paper-trading buy/watch/sell lean (research only, not a trade instruction
get_equity_curve — Backtest performance of the quant strategy across your watchlist: Sharpe ratio, max drawdown, win rate and total return per symbol.
get_option_pressure — Option-chain pressure map for the nearest weekly/monthly expiry — Max Pain, dealer Gamma Wall, likely weekly high, and an extreme squeez
analyze_stock — Aggregate all quant tools into one JSON stock analysis. The tool reuses the existing MCP tools as its data sources, then derives a
get_pretrade_risk_scan — Full pre-trade risk scan JSON for a stock. Pro tool ($0.15/call via x402 for anonymous callers; Credits for signed-in accounts). Si
+ 2 more tools once connected
https://hpsilab.com/mcpYes — HPSILab Quant Finance operates its own remote MCP server at hpsilab.com. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
Add gate's gateway URL to your AI client once, then pick HPSILab Quant Finance in the directory. No account or sign-in is needed. From then on, HPSILab Quant Finance's tools are available in every client you've connected to gate.
No. HPSILab Quant Finance runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Yes — you can get started with gate for free and connect HPSILab Quant Finance in minutes. No credit card required.
Every server below works through the same gateway URL — connect once, add tools anytime.
Set up HPSILab Quant Finance in: Claude · Claude Code · ChatGPT · Cursor · VS Code
One URL. All MCPs. Full control. Free to start.
Get started free