Skip to content
mcp/harbor
LangChain

mcp gitlab for LangChain

io.github.vish288/mcp-gitlab

MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.

client:LangChain transport:stdio runtime:pypi

Install mcp gitlab in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

mcp gitlab in other clients

mcp gitlab MCP server