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mcp/harbor
LangChain

Markdown Pipeline for LangChain

io.github.markdown-pipeline/mdpipeline

Your team's Jira as clean Markdown files, kept current for your AI agent. Local and read-only.

client:LangChain transport:stdio runtime:pypi

Install Markdown Pipeline in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

Markdown Pipeline in other clients

Markdown Pipeline MCP server