TVMcp
MCP Backtesting API Examples for Faster Strategy Iteration
Practical MCP API patterns for smoke tests, regression checks, and controlled parameter experiments.
Begin with a small smoke test
First request should be tiny and deterministic. Confirm auth, endpoint health, and response schema.
If smoke test fails, a thousand-run batch will not heal your architecture.
Maintain a regression pack
Keep a compact benchmark set of strategies and windows. Re-run after significant changes.
Regression packs catch drift quickly and protect decision quality.
Run controlled parameter batches
Group experiments by intent and normalize outputs for comparison. Keep metadata complete for replay.
Fast API loops are only valuable when traceability stays intact.
Use promotion gates before production
No candidate should graduate without parity checks and out-of-sample validation.
Speed is a weapon. Gates are the safety lock.