Skip to content
LangChain

RAG for your documents for LangChain

io.github.devilsdev/rag-mcp-server

Search a folder of documents and check answers against them. Offline: no API key or database.

client:LangChain transport:stdio runtime:npm

Install RAG for your documents in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "rag-mcp-server": {
            "transport": "stdio",
            "command": "npx",
            "args": ["-y", "@devilsdev/rag-mcp-server"],
        }
})

tools = await client.get_tools()

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

RAG for your documents in other clients