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mcp/harbor
LangChain

toki toki for LangChain

io.github.xfloukiex-lab/toki-toki

A local causality ledger: records decisions and the reasons, for an agent to recall.

client:LangChain transport:stdio runtime:pypi

Install toki toki in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "toki-toki": {
            "transport": "stdio",
            "command": "uvx",
            "args": ["toki-toki-mcp"],
        }
})

tools = await client.get_tools()

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

toki toki in other clients

toki toki MCP server