Ragmir for LangChain
io.github.jcode-works/ragmir
Cited local retrieval for agents: search code, PDFs, and Office files with exact citations.
client:LangChain
transport:stdio
runtime:npm
Install Ragmir in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"ragmir": {
"transport": "stdio",
"command": "npx",
"args": ["-y", "@jcode.labs/ragmir"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs