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mcp/harbor
LangChain

ag bash for LangChain

io.github.sairam0424/ag-bash

Sandboxed AI-native bash with 70 agentic tools: run_bash, code edit/diff, WASM Python/JS.

client:LangChain transport:stdio runtime:npm

Install ag bash in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "ag-bash": {
            "transport": "stdio",
            "command": "npx",
            "args": ["-y", "@ag-bash/mcp-server"],
        }
})

tools = await client.get_tools()

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

ag bash in other clients

ag bash MCP server