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LangChain

Sparkel for LangChain

io.github.sparkel-io/sparkel

Quantity takeoff from PDF drawings and BIM/IFC: room areas, symbol counts, roof zones.

client:LangChain transport:streamable-http

Install Sparkel in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "sparkel": {
            "transport": "streamable_http",
            "url": "https://mcp.sparkel.ai",
        }
})

tools = await client.get_tools()

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

Sparkel in other clients