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LangChain

Workflow MCP for LangChain

io.github.juliusolsson05/workflow-mcp

Session-bound Docker workflow server through Codex. State is discarded with the container.

client:LangChain transport:stdio runtime:oci

Install Workflow MCP in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "workflow-mcp": {
            "transport": "stdio",
            "command": "docker",
            "args": ["run", "-i", "--rm", "docker.io/juliusolsson/workflow-mcp@sha256:4b6889f9e78d0208e6d1d343ba23d0c5d092b1a1513a73c9c85deb2d00ab5855"],
        }
})

tools = await client.get_tools()

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

Workflow MCP in other clients