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OptimToken: AI and Compute Economics for LangChain

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.

client:LangChain transport:streamable-http tools:8

Install OptimToken: AI and Compute Economics in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "ai-pricing-hub": {
            "transport": "streamable_http",
            "url": "https://optimtoken-mcp.optimnow.io/mcp",
        }
})

tools = await client.get_tools()

get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs

What LangChain can do once it is connected

OptimToken: AI and Compute Economics in other clients