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mcp/harbor
LangChain

ask llm for LangChain

io.github.lykhoyda/ask-llm

Unified MCP server for Gemini, Codex, Claude, Grok, Ollama, and Antigravity

client:LangChain transport:stdio runtime:npm

Install ask llm in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

ask llm in other clients

ask llm MCP server