HPSILab Quant Finance is a remote MCP server that gives an AI agent 10 tools, among them analyze_stock, generate_stock_images, generate_stock_research_report. It answers at https://api.hpsilab.com/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 10 of 10 times since 5 September 2026; the last check, on 18 October 2026, succeeded.
HPSILab Quant finance MCP for US stocks, ETFs, options, Monte Carlo, backtesting, and risk analysis.
Description as the publisher wrote it.
| Tool | What 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. If one underly Inputs: symbol, refresh |
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. Inputs: 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 Inputs: symbol, refresh, force_images |
get_ai_prediction | AI next-day prediction: probability the stock closes UP, a plain buy/watch/sell-lean signal, and how strongly the models agree (consensus). Available to every authenticated plan (Free / Pro / Enterprise); subject to the caller's plan reques Inputs: 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 a Inputs: ticker |
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 s Inputs: 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". Inputs: 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". Inputs: ticker |
get_pretrade_risk_scan | Full pre-trade risk scan JSON for a stock. Pro tool ($0.15/call via x402 for anonymous callers; free within plan limits for signed-in accounts). Signed-in hpsilab users call this within their plan's free rate limits. Anonymous / tokenless a Inputs: symbol |
register_account | Register a free hpsilab account for yourself, with no human involvement, and receive an API key immediately. Call this when you are hitting anonymous daily limits and want a higher allowance. You do not need a password, a wallet, or a web b Inputs: email |
Every block below points at https://api.hpsilab.com/mcp. Pick your client and copy.
claude mcp add --transport http hpsilab-quant-finance https://api.hpsilab.com/mcp
{
"mcpServers": {
"hpsilab-quant-finance": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://api.hpsilab.com/mcp"]
}
}
}{
"mcpServers": {
"hpsilab-quant-finance": {
"url": "https://api.hpsilab.com/mcp"
}
}
}{
"servers": {
"hpsilab-quant-finance": {
"type": "http",
"url": "https://api.hpsilab.com/mcp"
}
}
}{
"context_servers": {
"hpsilab-quant-finance": {
"url": "https://api.hpsilab.com/mcp"
}
}
}{
"mcpServers": {
"hpsilab-quant-finance": {
"serverUrl": "https://api.hpsilab.com/mcp"
}
}
}{
"mcpServers": {
"hpsilab-quant-finance": {
"url": "https://api.hpsilab.com/mcp"
}
}
}name: HPSILab Quant Finance
version: 0.0.1
schema: v1
mcpServers:
- name: HPSILab Quant Finance
type: streamable-http
url: https://api.hpsilab.com/mcp{
"mcpServers": {
"hpsilab-quant-finance": {
"httpUrl": "https://api.hpsilab.com/mcp"
}
}
}{
"mcpServers": {
"hpsilab-quant-finance": {
"type": "http",
"url": "https://api.hpsilab.com/mcp"
}
}
}{
"mcpServers": {
"hpsilab-quant-finance": {
"url": "https://api.hpsilab.com/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fapi.hpsilab.com%2Fmcp&type=streamable_http&id=hpsilab-quant-finance&name=HPSILab%20Quant%20Finance
It answered our last check on 18 October 2026 in 793 ms. Over 10 checks since 5 September 2026 it answered 10. Status here comes from Neuronto's own probes, not from the publisher.
10, as returned by the server's own tools/list on 31 August 2026: analyze_stock, generate_stock_images, generate_stock_research_report, get_ai_prediction, get_equity_curve, get_iv_radar, get_monte_carlo, get_option_pressure, and 2 more.
It answered our last check on 18 October 2026 in 793 ms. Over 10 checks since 5 September 2026 it answered 10.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://api.hpsilab.com/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: io.github.haiyunsky. Endpoint host: api.hpsilab.com. ARD identifier: urn:air:io.github.haiyunsky:mcp:hpsilab-quant-finance-mcp.
First indexed 31 August 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.