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LangChain

OmniToolCalc LLM Token & Cloud FinOps Suite for LangChain

com.omnitoolcalc/llm-finops-suite

Estimate 2026 enterprise LLM API token costs, prompt caching savings, and developer benchmarks.

client:LangChain transport:streamable-http tools:2

Install OmniToolCalc LLM Token & Cloud FinOps Suite in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "llm-finops-suite": {
            "transport": "streamable_http",
            "url": "https://omnitoolcalc.com/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

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