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mcp/harbor
LangChain

refigure for LangChain

io.github.helgdemidov/refigure

Convert DOCX/XLSX to Markdown — native chart-data extraction, optional VLM for figures

client:LangChain transport:stdio runtime:pypi

Install refigure in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "refigure": {
            "transport": "stdio",
            "command": "uvx",
            "args": ["refigure"],
        }
})

tools = await client.get_tools()

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

refigure in other clients

refigure MCP server