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LangChain

10ML Perfume Finder for LangChain

com.10ml/perfume-finder

Free perfume MCP server and fragrance API: 6,000+ perfumes, note pyramids, accords, similar scents.

client:LangChain transport:streamable-http runtime:npm tools:15

Install 10ML Perfume Finder in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "perfume-finder": {
            "transport": "streamable_http",
            "url": "https://mcp.10ml.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

10ML Perfume Finder in other clients