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HPSILab MCP

FreemiumAPI

Finance data pipelines break in a specific way: you stitch together three APIs, a spreadsheet backtest, and a volatility screener, and by the time you reconcile them the signal is stale. H|ψ⟩ Quantum Finance bundles equity curve tracking, IV regime monitoring, and AI-driven next-day price signals into a single surface.

$9.99/mo · Checked Jul 1, 2026

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Summary

The web app is free with no stated expiration, which means retail investors and early-stage researchers can run backtests and monitor implied volatility regimes without a billing conversation. Developers who need to pipe these signals into their own systems — or into AI agents doing automated research — access the same models via a paid API. The vendor describes an MCP-compatible feed, so agents that query external tools can pull quantitative signals directly. Where the architecture shows its limits: the scrape content is sparse on documentation depth, so teams with non-standard data requirements will find precious little guidance on edge-case behavior before they are already integrated.

Bottom line: A credible starting point for a developer building a signal-ingestion layer or a retail investor who wants backtesting without a monthly fee — but teams that need auditable model methodology or custom data inputs will hit an undocumented wall faster than the demos suggest.

Pricing Plans

SubscriptionLast verified 4 months ago
Price
$9.99/mo
Free Tier
Full web app with QML quantum-strategy dashboard, strategy backtesting & daily trading signals, aggregate stock analysis & option pressure maps, Monte Carlo simulations & options IV watchlist, weekly market digest, and free MCP/API tools (analyze_stock, get_iv_radar, get_option_pressure, get_monte_carlo)

Free

Free

For everyone - the full web app

  • Full QML quantum-strategy dashboard
  • Strategy Backtesting & Daily Trading signals
  • Aggregate stock analysis & Option Pressure maps
  • Monte Carlo simulations & Options IV Watchlist
  • Weekly market digest
  • Free MCP/API tools: analyze_stock, get_iv_radar, get_option_pressure, get_monte_carlo

Pro

$9.99per month

For power users & traders - monthly or yearly (save 34%)

  • Everything in Free
  • get_ai_prediction u2014 next-day AI prediction & consensus
  • get_equity_curves u2014 strategy equity curves & backtests
  • generate_stock_images u2014 chart image generation
  • generate_stock_research_report u2014 full research report

Developer

$99per month

For developers & AI agents - REST API + MCP server with 7-day free trial

  • REST API + MCP server u2014 both interfaces
  • Every model: prediction, Monte Carlo, IV radar, option pressure
  • MCP tools: analyze_stock, research reports & charts
  • API keys with generous rate limits
  • Equity curves, backtests & CSV export

Team

$499per month

For small funds & research teams - seats included

  • Everything in Developer
  • Higher rate limits & throughput
  • Up to 5 team seats
  • Bulk & batch endpoints
  • Priority email support

Enterprise

Custom

For hedge funds & institutions

  • Everything in Team
  • Unlimited seats & custom rate limits
  • Private deployment & SLA
  • Dedicated support & onboarding
  • Custom models & integrations

View full pricing on hpsilab.com →

Pricing may have changed since last verified. Check the official site for current plans.

Find your fit

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Pros

  • The web app is free with no stated expiration, so retail investors and researchers can run equity curve and volatility analysis without budget approval blocking early exploration.
  • API access exposes the same quantitative signals programmatically, which means developers can integrate next-day price predictions into their own pipelines without rebuilding the underlying models.
  • Vendor-described MCP compatibility means AI agents that query external tools can pull finance signals directly, avoiding the custom middleware layer teams otherwise build to translate API responses into agent-readable format.
  • IV regime monitoring is bundled alongside directional signals in one feed, so you avoid the reconciliation step that breaks when two separate data sources timestamp their outputs differently.

Cons

  • The published documentation — based on available scraped content — carries accuracy disclaimers but no model methodology, no backtested performance statistics, and no latency specs. Teams that need to validate signal quality before integrating into a live trading system have no sourced basis for that validation and must rely entirely on vendor communication.
  • No self-hosted deployment option exists. Teams with data residency obligations, compliance-mandated air-gapped environments, or internal security policies that prohibit third-party data egress cannot use this service at all — and will switch to a self-hostable quant data provider before the pilot ends.
  • The free tier covers the web app only; API access is a paid-only feature. Research teams that prototype on the free app and then need to automate signal ingestion face a pricing conversation at the exact moment their workflow depends on continuity.

About

Platforms
Web, REST API, MCP server
API Available
Yes
Self-Hosted
No
Last Updated
June 25, 2026

Best For

Who it's for

  • Retail investors using the free web app
  • Developers integrating finance models via API
  • Small research teams needing batch analytics
  • Institutions requiring custom deployments

What it does well

  • Track equity curves and backtest trading strategies
  • Monitor options volatility regimes and IV radar
  • Generate AI-driven next-day stock predictions
  • Access quantitative signals via API for AI agents

Integrations

REST APIMCP server

Frequently Asked Questions

Is HPSILab MCP free?
HPSILab MCP offers a free option alongside paid upgrades. Pricing: $9.99/mo. Check the current allowances and terms before choosing a plan.
Does HPSILab MCP have an API?
Yes. HPSILab MCP exposes a developer API. See the official documentation at https://hpsilab.com for details.
What platforms does HPSILab MCP support?
HPSILab MCP is available on: Web, REST API, MCP server.

H|ψ⟩ Quantum Finance provides a quantitative finance platform covering four core workflows: equity curve tracking, backtest analysis, options implied volatility regime monitoring via an IV radar view, and AI-generated next-day stock price predictions. The web app is the entry point — the vendor states it is free with no expiration — and the same underlying models are exposed via API for teams that want to embed signals into external systems or research pipelines.

The differentiating claim is the combination of IV regime detection alongside predictive signals in one feed. Most retail-grade tools separate volatility analytics from directional forecasting; pulling both from a single API endpoint reduces the reconciliation work that typically breaks quantitative pipelines at the seam between data sources.

For retail investors and small research teams, the free web app covers the core use cases without infrastructure overhead. For developers, the API and the vendor-described MCP compatibility mean the signals can feed directly into AI agents that run their own downstream analysis — the tool acts as a data and signal provider rather than an autonomous decision-maker. The friction point is transparency: the scraped page content carries a ‘for informational use only’ disclaimer and a research accuracy disclaimer, but publishes no model methodology, backtested accuracy statistics, or latency specifications. Teams that need to defend their signal source to a compliance function or a counterparty will find the documentation insufficient without a direct vendor engagement.

Self-hosting is not available, so all data flows through the vendor’s infrastructure. Teams with data residency requirements or air-gapped environments cannot use this service in its current form.

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