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mcp/harbor
LangChain

Confluence Cloud for LangChain

io.github.aaronsb/confluence-cloud

MCP server for Confluence Cloud — page editing, navigation, and content management

client:LangChain transport:stdio runtime:npm

Install Confluence Cloud in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

Confluence Cloud in other clients

Confluence Cloud MCP server