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LangChain

Just MCP Server for LangChain

io.github.promptexecution/just-mcp

Expose curated Justfile recipes via MCP for safe deterministic automation.

client:LangChain transport:stdio runtime:oci

Install Just MCP Server in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "just-mcp": {
            "transport": "stdio",
            "command": "docker",
            "args": ["run", "-i", "--rm", "ghcr.io/promptexecution/just-mcp:0.1.5"],
        }
})

tools = await client.get_tools()

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

Just MCP Server in other clients