bots.st/hpsilab-quant-finance
HPSILab Quant Finance
Stock and options risk analytics for agents
3129 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 10
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://hpsilab.com/mcp - PyPI
uvx hpsilab-quant-finance-mcpReleased 24 Oct 2026, version 0.11.1Set HPSILAB_API_KEY
What it can do
| Tool | What it says it does |
|---|---|
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. `tool_responses` carries each source's full text (AI… |
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… |
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… |
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). Returns the model input date and close next to the latest fetched daily bar, the blended UP… |
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… |
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. Returns spot price, the expiry used, the option quote time (latest… |
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. Returns the price-history date and starting close, mean and median projected close, the 90% range, daily volatility… |
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. Returns spot, the expiry and days to it, the option quote time (latest trade in the chain, UTC), max pain, gamma/call/put walls, likely… |
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). `riskDeltas` compares the SPY benchmark (`beforeValue`) with this stock on its own (`afterValue`). Neither side is a portfolio, so it is not a… |
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… |
In its maker's words
Stock & options risk analytics for AI agents: pre-trade risk scan, IV, gamma walls, Monte Carlo.
- Website
- hpsilab.com
- Source
- github.com/haiyunsky/hpsilab-quant-finance-mcp
- Publisher
- haiyunsky
- Listed from
- the official MCP Registry as
io.github.haiyunsky/hpsilab-quant-finance-mcp - Version
- 0.11.1, updated 24 Oct 2026
- Kinds of work
- Finance and markets, AI models and agent tools, Images, video and audio
The domain it lives on
- hpsilab.com
- registered 22 May 2026 (6 months ago), at Squarespace Domains LLC, its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 3129 ms | |
| Answered | 3481 ms | |
| Answered | 812 ms |
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