Track 1: Individual Traders, Prop Desks & Agent Developers
Public Pulse
Free Web Terminal + Zero-Auth MCP
- 25 daily Web AI queries + zero-auth MCP / Micro-App access
- Order book retail long/short split & underwater trapped crowd histogram
- Institutional session clock & London/NY overlap liquidity regime
- Polymarket / Kalshi real-money macro odds & D1 Hurst persistence
- Delayed post-trade forensic autopsies (24h)
Markolis Pro
Web Terminal + Personal MCP & Agent Key
- Up to 300 Web AI queries/day + 1,000 MCP/Agent calls/day
- 1 Personal Agent Key (mk_agent_…) for Claude, Cursor, Antigravity & ChatGPT
- Auction-profile levels: POC, value area high/low, low-volume nodes
- Conformal-calibrated price cones for 15m, 1h and 4h horizons
- Expected favourable / adverse excursion bounds in ATR
- Regime-transition context & entry-quality scoring
- Credit-spread (FRED) and geopolitical-tone (GDELT) macro streams
- Multi-model directional conviction skews & cloud-synced threads
Prop-Desk Sentinel
Drawdown pacing + Multi-Agent Automation
- Everything in Markolis Pro + 500 Web queries & 3,000 MCP calls/day
- 3 Personal Agent Keys for IDE, Desktop LLM & scheduled risk monitors
- Personal drawdown pacing tied to your own account rules
- Bayesian Kelly + 95% CVaR position-size guidance under daily/max loss limits
- Deterministic ±15m news-blackout locks & live counterfactual regret autopsies
Track 2: Institutional Pods, CTAs & Foundation Model Lakehouse
Institutional Desk
Team Terminal + Multi-Agent Fleet API
- 5 Team Web Terminal seats + 10 Agent Keys (15,000 MCP/REST calls/day)
- Cross-asset SVAR-LiNGAM causal lead-lag research outputs
- Spectral Graph Wavelet contagion & VPIN order-flow toxicity monitoring
- Model-consensus ledger with Brier accuracy & epistemic capital scoring
- Scoped to your multi-agent workflow (LangGraph, CrewAI, Eve)
Quant Lakehouse
Bulk Parquet + AI Research Licence
- Bulk Parquet / DuckDB access to 1.3M+ historical market-state vectors
- Retrospectively resolved forward returns (1h/4h) & volatility
- WORM SHA-256 checksummed partitions with documented factor lineage
- Unlimited team & programmatic MCP / R2 lakehouse access
Included in Markolis Pro, Prop Sentinel, and Institutional tiers. Embeds live order book trapped crowd histograms, causal transmission DAGs, conformal cones, and prop pacing directly inside Claude Desktop, Cursor, and Antigravity.
Tier Capability Comparison Matrix
Detailed feature entitlement and quota breakdown across all surfaces (Web, MCP, API, and Lakehouse).
| Feature / Telemetry Stream | Public Pulse | Markolis Pro | Prop-Desk Sentinel | Institutional Desk | Quant Lakehouse |
|---|---|---|---|---|---|
| Access & Quotas | |||||
Web AI Terminal Queries Direct empirical queries processed by the Markolis quant reasoning pipeline. | 25 / day | 300 / day | 500 / day | 5,000 / day | Unlimited |
Agentic MCP / Plugin Daily Calls Tool and resource calls permitted through Claude, Cursor, Antigravity, or Python agents. | 8 IP / 50 Free Key | 1,000 / day | 3,000 / day | 15,000 / day | Unlimited |
Personal Agent Keys (mk_agent_…) Cryptographic API keys usable in any MCP-compatible desktop client or autonomous script. | 1 Free Key | 1 Key (Full Pro) | 3 Keys | 10 Keys (5 Team Seats) | Dedicated Org Token |
Interactive MCP Micro-Apps Interactive 6-tab HTML5 visualization frame (ui://markolis/market-frame). | Preview (Watermarked) | Full Interactive | Full + Prop Sentinel | Fleet / White-label | Full Source Code |
| Microstructure | |||||
Retail Order Book Sentiment & Bias Aggregate long vs short retail positioning percentages across institutional broker books. | Included | Included | Included | Included | Included |
Trapped Underwater Crowd Histogram Distribution of trapped traders underwater at current market price levels. | Included | Included | Included | Included | Included |
Nearest Buy/Sell Stop Clusters (Pips) Exact distance to institutional liquidity sweep clusters where stop orders congregate. | Locked (Pro only) | Unredacted Exact Pips | Unredacted Exact Pips | Unredacted Exact Pips | Full Tick Level |
100-Bin AMT Volume Profiles (POC/VAH/VAL) Auction Market Theory Point of Control, 70% Value Area bounds, and Low-Volume Nodes. | Not included | Included | Included | Included | Included |
VPIN Toxicity & LOB Wall Imbalance Informed order-flow toxicity and resting order book limit wall exhaustion. | Not included | Not included | Not included | Included | Included |
| Macro & Alternative | |||||
Institutional Session Clock & Overlap London/NY cash session states, overlap liquidity multiplier, and fix windows. | Included | Included | Included | Included | Included |
Tier-1 Catalyst & News Blackout Radar Economic calendar radar with countdown to high-impact CPI, NFP, and FOMC releases. | Included | Included | Included | Included | Included |
Offshore Shadow-Dollar Stablecoin Feed DefiLlama offshore USD-pegged stablecoin capitalization and weekly velocity. | Included | Included | Included | Included | Included |
FRED Sovereign Yield Curve & Credit OAS 10Y-2Y slope, 10Y-3M slope, and ICE BofA high-yield corporate credit OAS spreads. | Not included | Included | Included | Included | Included |
GDELT 2.0 Conflict & Safe-Haven Urgency Global news sentiment tone and conflict intensity index for safe-haven gold bids. | Not included | Included | Included | Included | Included |
SVAR-LiNGAM Causal Lead-Lag DAGs Directed acyclic graphs identifying empirical cross-asset causal lead-lag transmission. | Not included | Not included | Not included | Included | Included |
| Physics & Regimes | |||||
Multi-Horizon Fractal Hurst Exponent Measures persistence (>0.55), mean-reversion (<0.45), or random walk (≈0.50). | Daily (D1) | 15m, 1h, 4h, D1 | 15m, 1h, 4h, D1 | Full Tick R/S | Full Tick R/S |
Conformal-Calibrated TimesFM Price Cones 90% distribution-free price prediction bounds over 15m, 1h, and 4h horizons. | Not included | Included | Included | Included | Included |
Poincaré Hyperbolic Phase Alerts Riemannian geodesic velocity and acceleration detecting regime shifts before Euclidean tools. | Not included | Included | Included | Included | Included |
Spectral Graph Wavelet Contagion Alerts Fiedler eigenvalue (lambda_1) tracking multi-asset systemic shock propagation. | Not included | Not included | Not included | Included | Included |
| Risk & Prop Desk | |||||
Post-Trade Forensic Autopsies Detailed breakdown of MFE/MAE excursions and trailing stop capture efficiency. | 24h Delayed | Immediate | Immediate + Shadow | Immediate + Full API | Full History Database |
PropGuardian Drawdown Kill-Switch Buffer Live distance in pips and USD to the firm’s maximum trailing drawdown barrier. | Not included | Not included | Included | Included | Included |
Bayesian Kelly + 95% CVaR Position Sizing Fractional Kelly sizing updated under Beta-Binomial conjugate and tail penalty. | Not included | Not included | Included | Included | Included |
Deterministic News Blackout Execution Locks Enforces hard execution freeze ±15 minutes around Tier-1 macroeconomic catalysts. | Advisory Timer | Advisory Timer | Deterministic Lock | Fleet Lockout API | Full API |
| Quant & Lakehouse | |||||
Multi-Agent Futarchy Consensus Ledger Epistemic capital consensus weighted by strictly proper Brier accuracy scoring. | Top Skew only | 3-Soul Transcript | 3-Soul Transcript | 17-Soul Brier Ledger | Full Staking State |
Bulk Apache Parquet Snapshots & Lakehouse Direct DuckDB / Cloudflare R2 lakehouse querying 1.3M+ 16D Poincaré coordinate vectors. | Not included | Not included | Not included | Not included | Included |
Z3 Formally-Verified Alpha Factor Lineages Mathematical proofs guaranteeing zero lookahead bias and division-by-zero vulnerabilities. | Not included | Not included | Not included | Summary | Full AST Expressions |