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mcp/harbor
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Etuki FinOps & LLM Pricing Oracle MCP

v40.7.4 changelog · 3

io.github.cooyun/etuki-finops-mcp

Cryptographic 563-leaf LLM rate oracle, context-cliff auditor, and prompt cache optimizer.

transport:streamable-http tools:9
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Target client

run in your project directory 

claude mcp add --transport http etuki-finops-mcp https://www.etuki.com/api/v1/mcp

setup guides: Claude Code Claude Desktop Cursor VS Code Zed Windsurf Cline Gemini CLI Grok ChatGPT Claude.ai LangChain

Adds it for this project only. Append --scope user to make it available everywhere. Claude Code docs

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

All 9 tools, one page each

1 prompt you invoke yourself

2 resources you attach as context

Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. Check the server's own documentation before granting access.