Etuki FinOps & LLM Pricing Oracle MCP Tools

Etuki FinOps & LLM Pricing Oracle exposes 9 tools. Each one has its own page with the configuration for every client that can run this server.

detect_model_downgrade_and_substitution

detect model downgrade and substitution
auto_route_task_by_quality_tier

auto route task by quality tier
discover_and_probe_account_models

discover and probe account models
compress_and_fold_context

compress and fold context
pin_single_model_prefix_cache

pin single model prefix cache
reconcile_usage_receipt

reconcile usage receipt
optimize_prompt_cache_layout

optimize prompt cache layout
check_context_cliff Read-only

check context cliff
list_supported_models Read-only

list supported models

This list was read from the server itself, by connecting to it and calling tools/list on 11 November 2026. It is what the server actually exposes, not what its listing claims.

Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.

Etuki FinOps & LLM Pricing Oracle MCP server