HPSILab Quant Finance
Stock & options risk analytics for AI agents: pre-trade risk scan, IV, gamma walls, Monte Carlo.
| Endpoint | https://hpsilab.com/mcp (streamable-http) |
|---|---|
| Registry version | 0.11.1 |
| Now | 10 tools · grade C (77) · pin ts_72128fc603057bd40a98d56fccfb540c · protocol 2025-06-18 |
| First / last listed | 2026-10-27 04:03 UTC / 2026-10-27 04:03 UTC |
| Grade over time | 2026-10-27: C (77), 10 tools |
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Tools: register_account get_iv_radar get_monte_carlo get_ai_prediction get_equity_curve get_option_pressure analyze_stock get_pretrade_risk_scan generate_stock_images generate_stock_research_report
register_account | Register a free hpsilab account for yourself, with no human involvement,
and receive an API key immediately.
Call this when the user has no API key yet and asks to sign up from here,
or when a refusal's `next_actions` names register_account and the user
agrees. This is the only tool that works without an API key. You do not
need a password, a wallet, or a web browser. The acco params: email* |
get_iv_radar | Implied-volatility (IV) structure for a stock: how expensive options are,
whether volatility is being squeezed, and whether traders are paying up for
upside (calls) or downside (puts). Available to all signed-in users.
Args:
ticker: Stock symbol, e.g. "NVDA".
refresh: Bypass the backend's fresh IV cache and request the latest
option-chain pull. Defaults to params: ticker*, refresh |
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 of finishing
higher.
Args:
ticker: Stock symbol, e.g. "AAPL".
params: ticker* |
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), and how strongly the models agree (consensus).
Available to every authenticated plan (Free / Pro / Enterprise); subject
to the caller's plan requests/day and requests/minute limits.
Args:
ticker: Stock symbol, e.g. "TSLA".
params: ticker* |
get_equity_curve | Backtest performance of the quant strategy across your watchlist:
Sharpe ratio, max drawdown, win rate and total return per symbol.
Available to every authenticated plan (Free / Pro / Enterprise); subject
to the caller's plan requests/day and requests/minute limits.
Args:
ticker: Optional symbol to show just one row, e.g. "SPY". Leave blank for all.
params: ticker |
get_option_pressure | Option-chain pressure map for the nearest weekly/monthly expiry — Max
Pain, dealer Gamma Wall, likely weekly high, and an extreme squeeze target.
Args:
ticker: Stock symbol, e.g. "SPY".
params: ticker* |
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
direction signal, direction score, bullish factors, bearish factors and
plain-English summary. If one underlying tool is gated, unavailable or
raises an error, the remaining tools still contribute to the final result
(status "partial"); if every un params: symbol*, refresh, lang |
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).
Signed-in hpsilab users (including Free, on its trial Credits) spend
Credits from their balance at this tool's catalog price — each tool is
priced differently; see GET /api/credits/catalog.
Anonymous / tokenless agents pay per call via x402 (USDC on params: symbol* |
generate_stock_images | Generate stock-report PNG images and return their URLs.
This is intentionally separate from analyze_stock so the JSON analysis stays
fast and light. The backend reuses the same Growth Engine image generators
used by email/social publishing.
Args:
symbol: Stock symbol, e.g. "RXRX".
force: Regenerate images instead of using cached PNGs. Defaults to True
params: symbol*, force, types |
generate_stock_research_report | Full markdown research report with five stock-report charts. Pro tool
($0.35/call via x402 for anonymous callers; free within plan limits for
signed-in accounts, subject to a monthly report quota).
Runs analyze_stock and stock-report image generation concurrently, then
renders a presentation-ready markdown report (direction, direction score, bullish /
bearish factors, source-t params: symbol*, refresh, force_images |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.