# HPSILab Quant Finance (remote · hpsilab.com)

Quant finance tools: stock analysis, options IV, Monte Carlo, AI prediction, risk scan, backtests.

- Trust score: 67/100 (medium)
- Change this week: +5
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `hpsilab.com`: 67/100 (this document), [markdown](https://verifymcp.io/servers/haiyunsky-hpsilab-quant-finance-mcp/hpsilab.md), [page](https://verifymcp.io/servers/haiyunsky-hpsilab-quant-finance-mcp/hpsilab)
- pypi · `hpsilab-quant-finance-mcp`: 13/100, [markdown](https://verifymcp.io/servers/haiyunsky-hpsilab-quant-finance-mcp/hpsilab-quant-finance-mcp.md), [page](https://verifymcp.io/servers/haiyunsky-hpsilab-quant-finance-mcp/hpsilab-quant-finance-mcp)

## Channel facts

- Endpoint: `https://hpsilab.com/mcp`
- Transports: `streamable-http`
- Auth: `required`
- Version: `0.8.1`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Endpoint Security**: 74/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS is enforced; there's no plaintext access path.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 66/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 1453 tokens (~145/item across 10 items; 10 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 16/100
  - Stability check failed: schema churn in the 8 days we've observed: 1 tool removals, 0 breaking changes, 0 auth/transport breaks, 2 additions.
- **Tool Coverage**: 71/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
  - Structured output schemas are declared (30% of tools); any adoption earns full credit.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http haiyunsky-hpsilab-quant-finance-mcp https://hpsilab.com/mcp
```

### Codex

```toml
[mcp_servers.haiyunsky-hpsilab-quant-finance-mcp]
url = "https://hpsilab.com/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "haiyunsky-hpsilab-quant-finance-mcp": {
      "type": "remote",
      "url": "https://hpsilab.com/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add haiyunsky-hpsilab-quant-finance-mcp --url https://hpsilab.com/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  haiyunsky-hpsilab-quant-finance-mcp:
    url: "https://hpsilab.com/mcp"
```

### Other

```json
{
  "mcpServers": {
    "haiyunsky-hpsilab-quant-finance-mcp": {
      "type": "http",
      "url": "https://hpsilab.com/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-02 (score 67, +10)

- [functional improvement] Schema quality: unverified → good

### 2026-07-31 (score 57, −4)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 61, −3)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-29 (score 64, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-28 (score 63, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-27 (score 62, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 62)

First indexed and scored.

## MCP tools (10)

### `register_account` (~208 tokens)

Register a Free 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 browser. The
    account is bound to you server-side, so calls you make after this are
    metered as your account even though you cannot change your own
    Authorization header.

    Registering keeps the anonymous daily allowance until the email address is
    confirmed; confirming it unlocks the full Free plan. Ask the human you are
    working with to click the link in the email that will arrive.

    Args:
        email: A real email address to own the account. Use the human's
            address if you have it - the verification link goes there, and an
            address nobody reads leaves the account stuck at the anonymous
            allowance forever.

Input parameters:

- `email` (string, required)

### `get_iv_radar` (~115 tokens)

Implied Volatility 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 False.

Input parameters:

- `refresh` (boolean)
- `ticker` (string, required)

### `get_monte_carlo` (~68 tokens)

Monte Carlo Simulation

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".

Input parameters:

- `ticker` (string, required)

### `get_ai_prediction` (~95 tokens)

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 requests/day and requests/minute limits.

    Args:
        ticker: Stock symbol, e.g. "TSLA".

Input parameters:

- `ticker` (string, required)

### `get_equity_curve` (~102 tokens)

Strategy Backtest

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.

Input parameters:

- `ticker` (string)

### `get_option_pressure` (~64 tokens)

Options Pressure Map

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".

Input parameters:

- `ticker` (string, required)

### `analyze_stock` (~174 tokens)

Stock Analysis

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 underlying tool fails, the whole call fails
    (status "error", isError=True) instead of a misleadingly "successful"
    empty analysis.

    Args:
        symbol: Stock symbol, e.g. "NVDA".
        refresh: Request fresh IV Radar data instead of using the backend's
            fresh IV cache. Defaults to False.

Input parameters:

- `refresh` (boolean)
- `symbol` (string, required)

### `get_pretrade_risk_scan` (~127 tokens)

Pre-Trade 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 agents pay per call via x402 (USDC on Base) when
    payments are enabled — send the x402 payment in the request _meta.

    Args:
        symbol: Stock symbol, e.g. "NVDA".

Input parameters:

- `symbol` (string, required)

### `generate_stock_images` (~169 tokens)

Stock Chart Generator

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
            so manually requested images reflect the latest available data.
        types: Optional subset of chart types. Allowed values are
            "ai_prediction", "iv_radar", "option_pressure", "monte_carlo",
            and "equity_curves". Omit to generate every chart type.

Input parameters:

- `force` (boolean)
- `symbol` (string, required)
- `types`

### `generate_stock_research_report` (~256 tokens)

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-tool status, and the five chart embeds). The markdown
    is returned for display and the same data is mirrored in structured JSON.

    Signed-in hpsilab users call this within their plan's free rate limits.
    Anonymous / tokenless agents pay per call via x402 (USDC on Base) when
    payments are enabled — send the x402 payment in the request _meta.

    Args:
        symbol: Stock symbol, e.g. "RXRX".
        refresh: Bypass the backend's fresh IV cache for the IV-driven modules.
            Defaults to False.
        force_images: Force a fresh image render instead of reusing the backend's
            image cache. Defaults to False.

Input parameters:

- `force_images` (boolean)
- `refresh` (boolean)
- `symbol` (string, required)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/haiyunsky-hpsilab-quant-finance-mcp/hpsilab#diagnostics

## Score history

- 2026-08-03: 67
- 2026-08-02: 67
- 2026-08-01: 57
- 2026-07-31: 57
- 2026-07-30: 61
- 2026-07-29: 64
- 2026-07-28: 63
- 2026-07-27: 62
- 2026-07-26: 62

## Links

- Remote endpoint: https://hpsilab.com/mcp
- Authorisation metadata: https://hpsilab.com/.well-known/oauth-protected-resource/mcp
- Repository: https://github.com/haiyunsky/hpsilab-quant-finance-mcp
- Website: https://hpsilab.com/
- Changelog RSS feed: https://verifymcp.io/servers/haiyunsky-hpsilab-quant-finance-mcp/hpsilab/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/haiyunsky-hpsilab-quant-finance-mcp/hpsilab/changelog.json
- HTML version of this page: https://verifymcp.io/servers/haiyunsky-hpsilab-quant-finance-mcp/hpsilab