Skip to content
mcp/harbor
LangChain

aimcpgate for LangChain

io.github.akomyagin/aimcpgate

MCP gateway/proxy: multiplexes tool calls across upstream MCP servers into one catalog.

client:LangChain transport:stdio runtime:oci

Install aimcpgate in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "aimcpgate": {
            "transport": "stdio",
            "command": "docker",
            "args": ["run", "-i", "--rm", "ghcr.io/akomyagin/aimcpgate:0.5.0"],
        }
})

tools = await client.get_tools()

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

aimcpgate in other clients

aimcpgate MCP server