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SCRIPTMASTERLABS — PRO-LO

by scriptmasterlabs.comversion 3.1.3i★ –iRuns in the cloud
Registry namecom.scriptmasterlabs/pro-lo

Install

Overview

Description from the maker (original English)

Coherence-gated signal engine. Paid verdict settled end-to-end 2026-11-01 (SELF-PROOF, XRPL).

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 2 of 3 passed
  • Runs on the maker’s server: what you ask it goes through their server.
  • Can do 12 things (tools) analyze_narrative_divergence, simulate_counterfactual_stress_test, classify_microstructure_regime, execute_gemini_frontier_reasoning …
  • The registry lists no key to fill in.

You need

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

  1. Open Settings → Connectors
  2. Press Add custom connector
  3. Paste the address below and press Add
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Add2https://…3
https://pro-lo.onrender.com/api/mcp/rpc

Run this in your terminal

claude mcp add --transport http pro-lo https://pro-lo.onrender.com/api/mcp/rpc

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "pro-lo": {
      "url": "https://pro-lo.onrender.com/api/mcp/rpc"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "pro-lo": {
      "type": "http",
      "url": "https://pro-lo.onrender.com/api/mcp/rpc"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

  1. Open ChatGPT on the web → Settings → Connectors (Apps)
  2. Press Create or Add (some plans need Developer mode under Advanced first)
  3. Paste the address below, give it a name and save
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Create2https://…3
https://pro-lo.onrender.com/api/mcp/rpc

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.

  • analyze_narrative_divergence

    Compares real fundamental signals (P/E, real reference data) against a disclosed, real-price-derived momentum/volatility proxy for narrative intensity. Real fundamental/social sentiment data is not currently wired — narrative-side scoring is disclosed as a proxy, not literal sent

  • simulate_counterfactual_stress_test

    Runs a disclosed hypothetical shock scenario (from a static, pre-defined scenario catalog) against a real live quote. The projected impact is an explicit heuristic model applied to a real spot price, not a claimed prediction.

  • classify_microstructure_regime

    Real dealer gamma exposure (GEX) computed from a real fetched options chain (Tradier/Polygon), and Reg SHO threshold-list status from the SEC fails-to-deliver record via the SqueezeOS FTD oracle.

  • execute_gemini_frontier_reasoning

    Invokes Google Gemini with real, live-fetched market data as grounding context — no invented inputs are passed to the model.

  • generate_trade_execution_signals

    Generates a disclosed-heuristic BUY/SELL/HOLD verdict and selects real, currently-listed option contracts (real strike, real expiration, real bid/ask/greeks) nearest a target delta band from a real fetched chain — never an invented contract.

  • mandelbrot_fractal_analysis

    Real Rescaled-Range Hurst exponent computed from real historical bars at each real timeframe (15M/1H/4H/1D/1W). Reports real excess kurtosis of the real return series. Does not compute a true Hölder singularity spectrum (requires tick-level history this build does not ingest) — a

  • track_volatility_surface

    Real implied-volatility surface grid built directly from a real fetched options chain across several real expirations — every grid point is a real listed contract, not an interpolated/fabricated one.

  • track_gamma_squeeze_mechanics

    Real squeeze-pressure score from real chain-derived GEX and SEC fails-to-deliver pressure via the SqueezeOS FTD oracle — a disclosed proxy for short-selling pressure, not true short interest.

  • live_universe_scanner_scan

    Real wide-market scan (Polygon grouped-daily aggregates across the real US equity universe, not a fixed short symbol list, no pinned symbols) fused with the real per-symbol GEX/Hurst/IV-surface engines above.

  • coherence_gate_review

    PRO-LO Coherence Gate: multi-path consensus for one ticker across PRO-LO's independent real directional signals (trade-engine composite, daily SMA20/50 trend, SqueezeOS graded picks, SML Triple-Trigger). Returns each path with direction (long/short/flat) and confidence, the coher

  • coherence_jev_verdict

    Paid (x402, 0.25 RLUSD) read-only decision product: computes PRO-LO multi-path coherence for a ticker — coherence = |Σ w·d| / Σ w across the signal paths (paths that cannot answer abstain and never vote) — and adds a Jev (TypeSafe AI) review. Verdict is PASS when consensus is non

  • earnings_gate_verdict

    Paid (x402, 0.25 RLUSD) pre-earnings coherence gate: four paths across three data families — SEC EDGAR insider Form 4 open-market direction, SEC fails-to-deliver pressure (SqueezeOS FTD oracle), front-expiration options flow imbalance, and dealer gamma-exposure structure (flow an

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026

  • ! Caution

    Maker matches the repo

    The registry lists no source repo, so we cannot match the publisher (scriptmasterlabs.com) to the code

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • ✓ Pass

    Endpoint responds

    Responded in 259 ms (HTTP 200)

  • – Not applicable

    Sign-in with OAuth

    No sign-in needed

  • ✓ Pass

    No hidden instructions in tool descriptions

    Read 12 tool descriptions and found no hidden instructions to the AI

Compared with others in Otheri

  • More stars than 0% of the other 32433 servers in this category
  • Published to the registry more recently than 95% of the other 32433 servers in this category
  • Basic checks equal to or better than 37% of the other 32433 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is SCRIPTMASTERLABS — PRO-LO safe?

It passed 2 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (3.1.3) reached the registry yesterday.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, Symantec Cloud DLP AIops

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README from the maker

No README found in the repo

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