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PDF & Office to Markdown for RAG for LangChain

io.github.brunenjere/documents-to-markdown-rag

Converts PDF, scans, DOCX, XLSX and PPTX to Markdown with tables and page-aware RAG chunks.

client:LangChain transport:streamable-http

Install PDF & Office to Markdown for RAG in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "documents-to-markdown-rag": {
            "transport": "streamable_http",
            "url": "https://mcp.apify.com/?tools=lif_manager/documents-to-markdown-rag",
        }
})

tools = await client.get_tools()

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

PDF & Office to Markdown for RAG in other clients