Etuki FinOps & LLM Pricing Oracle

Reliability

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How to connect

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "etuki-finops-llm-pricing-oracle": {
      "type": "http",
      "url": "https://www.etuki.com/api/v1/mcp"
    }
  }
}

7 tools

• compress_and_fold_context

  SINGLE-MODEL CONTEXT & TOOL-OUTPUT COMPRESSOR: Folds verbose logs, duplicate lines, and oversized tool outputs by 65%-92% in-memory so you save money on your CURRENT single model (works with GLM-5v-Turbo, Claude 3.7 Sonnet, GPT-4.1, Gemini 2.5 Pro, DeepSeek-R1, Qwen-Max) without…

• pin_single_model_prefix_cache

  SINGLE-MODEL PREFIX CACHE REARRANGER: Saves 75%-90% on your CURRENT single model without switching models! Automatically strips volatile timestamps/UUIDs from your system prefix, moves them to the suffix, folds old middle turns, and aligns 4 cache breakpoints.

• chunk_below_context_cliff

  SINGLE-MODEL CLIFF SPLITTER: Splits >128K / >200K token documents into sub-cliff windows for your existing single model so you never pay 2x context-cliff surcharges or suffer 120s gateway timeouts.

• check_context_cliff

  Calculates exact token cost on ANY model (natively supports GLM-5v-Turbo, GPT-4.1, Claude 3.7 Sonnet, Gemini 2.5 Pro, DeepSeek-R1, Qwen-Max + 563 entities) and returns a Single-Model In-Place Saving Plan FIRST (no model switching required!). Receives model name and token counts…

• list_supported_models

  Returns verified Production GA models (including Zhipu GLM-5v-Turbo, OpenAI GPT-4.1/4o, Claude 3.7 Sonnet, Gemini 2.5 Pro/Flash, DeepSeek-R1/V3, Qwen-Max, Kimi-k2) with exact rate cards, cache discounts, and cliff thresholds.

• etuki_search_models

  Searches all 563 indexed LLM models & cloud infrastructure services by keyword (e.g. glm, qwen, deepseek, claude, gpt-4.1, gemini).

• etuki_get_audit_evidence

  Returns cryptographic Merkle root, RS256 signature envelope, and pricing snapshot verification metadata.

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