{"schema_version":"2024-11-05","protocol":"model-context-protocol","serverInfo":{"name":"pro-lo-liquidity-optimizer","version":"3.0.0","description":"PRO-LO (Proprietary Liquidity Optimizer) by Script Master Labs — real-time market intelligence, real data only, no simulated fallback."},"mcp_endpoint":"https://pro-lo.onrender.com/api/mcp/rpc","tools":[{"name":"analyze_narrative_divergence","description":"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 sentiment measurement.","inputSchema":{"type":"object","properties":{"ticker":{"type":"string","description":"Stock ticker symbol (e.g. NVDA, TSLA, AAPL, MSFT)"},"timeHorizonDays":{"type":"number","description":"Lookback window in days (default: 90)","default":90}},"required":["ticker"]},"returns":"JSON object with divergence spread, reflexivity index, decouple category, and actionable hedge signal — all derived from real quote/reference data."},{"name":"simulate_counterfactual_stress_test","description":"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.","inputSchema":{"type":"object","properties":{"ticker":{"type":"string","description":"Target ticker symbol"},"scenarioId":{"type":"string","description":"Pre-configured scenario ID","enum":["taiwan_disruption","fed_hawkish_shock","ai_capex_hangover","dark_pool_liquidity_freeze"]}},"required":["ticker","scenarioId"]},"returns":"Projected price impact against the real spot price, resilience score, and a heuristic hedge suggestion."},{"name":"classify_microstructure_regime","description":"Real dealer gamma exposure (GEX) computed from a real fetched options chain (Tradier/Polygon), real short-sale volume from FINRA, and real Reg SHO threshold-list status.","inputSchema":{"type":"object","properties":{"ticker":{"type":"string","description":"Stock ticker symbol"}},"required":["ticker"]},"returns":"Real gamma regime, real max-pain/call-wall/put-wall strikes from the fetched chain, and real short-volume/Reg-SHO status."},{"name":"execute_gemini_frontier_reasoning","description":"Invokes Google Gemini with real, live-fetched market data as grounding context — no invented inputs are passed to the model.","inputSchema":{"type":"object","properties":{"ticker":{"type":"string","description":"Target ticker or asset name"},"focusQuestion":{"type":"string","description":"Specific analytical thesis or strategic question to investigate"}},"required":["ticker"]},"returns":"LLM-generated reasoning grounded in real fetched data for the requested ticker."},{"name":"generate_trade_execution_signals","description":"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.","inputSchema":{"type":"object","properties":{"ticker":{"type":"string","description":"Stock ticker symbol (e.g., NVDA, AAPL, TSLA, MSFT)"},"timeHorizon":{"type":"string","description":"Target trading horizon (e.g., \"14_days\", \"30_days\", \"45_days\", \"90_days\")","default":"30_days"}},"required":["ticker"]},"returns":"Action verdict, entry/target/stop-loss bands anchored to the real spot price, and real recommended option contracts from a real fetched chain."},{"name":"mandelbrot_fractal_analysis","description":"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) — abstains rather than fabricating one.","inputSchema":{"type":"object","properties":{"ticker":{"type":"string","description":"Stock ticker symbol (e.g. NVDA, TSLA, AMC, GME, SPY)"}},"required":["ticker"]},"returns":"Real Hurst exponent H per real timeframe, Fractal Dimension D=2-H, real excess kurtosis, and a disclosed realized-volatility-ratio proxy for time deformation."},{"name":"track_volatility_surface","description":"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.","inputSchema":{"type":"object","properties":{"ticker":{"type":"string","description":"Stock ticker symbol"}},"required":["ticker"]},"returns":"Real IV surface grid, real 25-delta skew, real term-structure regime, and any real calendar-spread edge that actually clears a disclosed threshold (may be empty)."},{"name":"track_gamma_squeeze_mechanics","description":"Real squeeze-pressure score from real chain-derived GEX and real FINRA short-sale volume — a disclosed proxy for short-selling pressure, not true short interest.","inputSchema":{"type":"object","properties":{"ticker":{"type":"string","description":"Stock ticker symbol"}},"required":["ticker"]},"returns":"Real squeeze score (0-100), real dealer call walls / put floors from the fetched chain, and real Reg SHO settlement calendar dates."},{"name":"live_universe_scanner_scan","description":"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.","inputSchema":{"type":"object","properties":{"filterRegime":{"type":"string","description":"Filter criteria: ALL, SQUEEZE, FRACTAL, SKEW","default":"ALL"}},"required":[]},"returns":"Top ranked real gamma squeezes, real multifractal momentum readings, and real volatility-surface edges across the real scanned universe."},{"name":"coherence_gate_review","description":"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 coherence score, and pass/block gate. Same formula as the SML mcp-x402 Coherent Gate. Jev (TypeSafe) review is not run over MCP.","inputSchema":{"type":"object","properties":{"ticker":{"type":"string","description":"Stock ticker symbol"}},"required":["ticker"]},"returns":"JSON with paths[], path_sources[], coherence {coherence, consensus, gate, threshold}, and the documented direction mapping for every source."}],"resources":[{"uri":"pro-lo://market/universe/summary","name":"Live Universe Quantitative Snapshot","mimeType":"application/json"}]}