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mcp/harbor
LangChain

QA Radar for LangChain

io.github.muratkus/qaradar

Tells AI agents which files to test first — churn, coverage, and test mapping as risk scores.

client:LangChain transport:stdio runtime:pypi

Install QA Radar in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "qaradar": {
            "transport": "stdio",
            "command": "uvx",
            "args": ["qaradar"],
        }
})

tools = await client.get_tools()

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

QA Radar in other clients

QA Radar MCP server