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mcp/harbor
LangChain

Ingero for LangChain

io.github.ingero-io/ingero

eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugging

client:LangChain transport:stdio runtime:oci

Install Ingero in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "ingero": {
            "transport": "stdio",
            "command": "docker",
            "args": ["run", "-i", "--rm", "ghcr.io/ingero-io/ingero:v0.8.2"],
        }
})

tools = await client.get_tools()

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

Ingero in other clients

Ingero MCP server