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mcp/harbor
LangChain

Upstash for LangChain

io.github.upstash/upstash-mcp-server

Hosted Upstash MCP server: Redis, QStash, Workflow, Vector, Search, Box and Blob, with OAuth.

client:LangChain transport:streamable-http

Install Upstash in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "upstash-mcp-server": {
            "transport": "streamable_http",
            "url": "https://mcp.upstash.com/mcp",
        }
})

tools = await client.get_tools()

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

Upstash in other clients

Upstash MCP server