cyberneticlibrary

Generate reproducible synthetic market data

causal-mcpmcp_serversetup L20
smithery:aleatoric/causal-mcp
What it does

Generate deterministic synthetic market data

Best for

Quantitative research and stress testing with reproducible market simulation datasets.

Inputs
  • · venue parameters (Binance/OKX/CME)
  • · L2 order book specs
  • · funding rate regimes
  • · seed values
Outputs
  • · L2 order books
  • · funding rate timeseries
  • · Parquet datasets
  • · reproducible manifests
Requires
  • · Aleatoric API
  • · HTTPS REST endpoint
Preconditions
  • · Deterministic seeds required
  • · venue microstructure calibrated
Failure modes
  • · Manifest mismatch
  • · venue unsupported
  • · seed collision
Trust signals
  • · Cryptographic manifest reproducibility
  • · Multi-venue support
  • · Calibrated against real data