Reach for this when you're spending too much on LLM API calls and need data to justify switching providers or models. It audits your Claude (and presumably other LLM) requests, tracks costs, and routes queries to cheaper models that still meet your quality bar. The BYOK approach means you plug in your own API keys from different providers, and it handles the routing logic. Useful if you're running high volumes and suspect you're calling GPT-4 when GPT-3.5 would work fine, or want to prove ROI on model downgrading. Think of it as a cost-aware load balancer that sits between your app and your LLM providers.
claude mcp add --transport stdio rckl88-seracade uvx seracade