Skip to content
LangChain

bookmarks lifecycle for LangChain

io.github.fisher521/bookmarks-lifecycle

Bookmarks on a decision clock: 24 hours to decide, 30 days to watch, or keep. Never deletes.

client:LangChain transport:stdio runtime:npm

Install bookmarks lifecycle in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "bookmarks-lifecycle": {
            "transport": "stdio",
            "command": "npx",
            "args": ["-y", "bookmarks-lifecycle"],
        }
})

tools = await client.get_tools()

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

bookmarks lifecycle in other clients