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mcp/harbor
LangChain

Observability AIops for LangChain

io.github.aiops-tools/observability-aiops

Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.

client:LangChain transport:stdio runtime:pypi

Install Observability AIops in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

Observability AIops in other clients

Observability AIops MCP server