MechaFIL ( GitHub → celtd/mechafil-jax ) is a fully differentiable “digital twin” of the Filecoin economy: by ingesting parameters like power-onboarding rate, renewal rate and FIL+ adoption, it produces detailed forecasts of circulating supply under any scenario. Until now, setting up those scenarios has required manual tuning by cryptoeconomic experts.
An MCP (Model Context Protocol) server layer bridges MechaFIL with a simple REST API and LLM-backed natural-language interface. By combining these two components, the platform makes economic planning effortless:
Easy Scenario Exploration
Storage providers can prototype ideas (“what if we adjust deal sector pricing?”) in minutes, not weeks, and feed results directly into new FIPs.
Streamlined FIP Development
Protocol researchers get instant, quantitative feedback on proposal impacts—shortening review cycles and improving decision quality.
Broad Ecosystem Access
DeFi teams, investors and newcomers use plain-English queries or JSON inputs to integrate forecasts into dashboards, financial models or educational tools without writing custom scripts.
In short, the MCP server turns MechaFIL’s expert-grade engine into a self-service forecasting platform—unlocking faster, more inclusive innovation and growth across the Filecoin network.