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LangChain

Penguin Statistics for LangChain

io.penguin-stats/penguin-stats

Crowdsourced Arknights drop rates by stage and item, for the CN, US, JP and KR game servers

client:LangChain transport:streamable-http tools:6

Install Penguin Statistics in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "penguin-stats": {
            "transport": "streamable_http",
            "url": "https://mcp.penguin-stats.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

Penguin Statistics in other clients