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LangChain

Kottos AI Observatory for LangChain

ai.kottos/venues

LLM list prices by venue and tier, plus time to first token from a once-a-minute probe

client:LangChain transport:streamable-http tools:2

Install Kottos AI Observatory in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "venues": {
            "transport": "streamable_http",
            "url": "https://data.kottos.ai/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

Kottos AI Observatory in other clients