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mcp/harbor
LangChain

LLM Assure for LangChain

io.github.k11-software-solutions/llm-assure

Red-team LLM apps: 41 OWASP LLM Top 10 probes, adaptive attacks, CI gate, audit reports.

client:LangChain transport:stdio runtime:pypi

Install LLM Assure in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "llm-assure": {
            "transport": "stdio",
            "command": "uvx",
            "args": ["k11-llm-assure-mcp"],
        }
})

tools = await client.get_tools()

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

LLM Assure in other clients

LLM Assure MCP server