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mcp/harbor
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OptimToken: AI and Compute Economics MCP

v0.11.0 changelog · 9

io.github.optimnow/ai-pricing-hub

For FinOps: what an AI workload costs, where to buy it, when to self-host, what moved. All sourced.

transport:streamable-http tools:8
View source Website

Target client

run in your project directory 

claude mcp add --transport http ai-pricing-hub https://optimtoken-mcp.optimnow.io/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

compare-llm-models

compare llm models

estimate-llm-cost

estimate llm cost

compare-models-side-by-side

compare models side by side

recommend-llm-model

recommend llm model

compare-compute-pricing

compare compute pricing

compare-model-hosts

compare model hosts

estimate-self-hosting-breakeven

estimate self hosting breakeven

track-llm-price-changes

track llm price changes

All 8 tools, one page each

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.