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LangChain

FRESH — Shared URL Freshness Intelligence for LangChain

io.github.gsterlingpress/fresh

Decide whether an agent should reuse cached URL knowledge or fetch the resource again.

client:LangChain transport:streamable-http tools:2

Install FRESH — Shared URL Freshness Intelligence in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "fresh": {
            "transport": "streamable_http",
            "url": "https://fresh-api-production-c783.up.railway.app/mcp",
        }
})

tools = await client.get_tools()

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

What LangChain can do once it is connected

FRESH — Shared URL Freshness Intelligence in other clients