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LangChain

vector store scanner for LangChain

io.github.guardbee/vector-store-scanner

Probes vector-database endpoints for unauthenticated exposure of embeddings/RAG data

client:LangChain transport:stdio runtime:npm

Install vector store scanner in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "vector-store-scanner": {
            "transport": "stdio",
            "command": "npx",
            "args": ["-y", "@guardbee/mcp-vector-store-scanner"],
        }
})

tools = await client.get_tools()

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

vector store scanner in other clients