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LangChain

capsulate for LangChain

io.github.capsulatedev/capsulate

Real Linux and Windows desktop VMs for AI agents: exec, files, computer-use and snapshots via MCP.

client:LangChain transport:stdio runtime:npm

Install capsulate in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

capsulate in other clients