Causal MCP

Aleatoric

Aleatoric Engine is deterministic market simulation infrastructure for generating reproducible, schema-stable synthetic market data used in financial research, validation, and systems testing. It pri…

Quick Start

# Connect this server (installs CLI if needed)
npx -y smithery mcp add aleatoric/causal-mcp

# Browse available tools
npx -y smithery tool list aleatoric/causal-mcp

# Get full schema for a tool
npx -y smithery tool get aleatoric/causal-mcp get_health

# Call a tool
npx -y smithery tool call aleatoric/causal-mcp get_health '{}'

Direct MCP Connection

Endpoint: https://causal-mcp--aleatoric.run.tools

Optional config:

• apiKey (query) — Your Aleatoric API key from www.aleatoric.systems. Required for data generation, optional for discovery endpoints.

Tools (9)

• get_health — Check server health status. Returns OK if the server is running correctly.
• get_presets — List available market simulation presets. Returns preset names and configurations for common scenarios like high-volati…
• get_config_schema — Get the JSON Schema for SimulationManifest configuration. Use this to understand all available configuration options.
• validate_config — Validate a simulation configuration and get its deterministic hash. The hash ensures reproducibility - same config alwa…
• generate_dataset — Generate synthetic L2 order book market data. Returns a download URL for a Parquet file containing trades and book upda…
• normalize_events — Normalize raw exchange data to a canonical format. Converts exchange-specific payloads to unified event schema.
• simulate_funding_regime — Simulate perpetual futures funding rates over multiple periods. Calculates expected funding payments based on spot-mark…
• get_venue_details — Get exchange adapter capabilities including supported symbols, tick sizes, trading hours, and fee structures.
• get_cache_stats — Get statistics about cached datasets including count, total size, and compression ratios.

# Get full input/output schema for a tool
npx -y smithery tool get aleatoric/causal-mcp 

Resources

• aleatoric://cache/stats — Statistics about cached datasets
• aleatoric://presets — Available market simulation presets
• aleatoric://schema/config — JSON Schema for simulation configuration

Prompts (2)

• generate_backtest_data (symbol, duration, scenario) — Generate synthetic market data for backtesting a trading strategy
• analyze_funding_costs (exchange, position_size) — Analyze perpetual futures funding costs across exchanges