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LangChain

Advanced GitLab MCP server for LangChain

io.github.structured-world/gitlab-mcp

58 CQRS tools exposing 230 GitLab operations across 26 entity types

client:LangChain transport:stdio runtime:npm

Install Advanced GitLab MCP server in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "gitlab-mcp": {
            "transport": "stdio",
            "command": "npx",
            "args": ["-y", "@structured-world/gitlab-mcp"],
        }
})

tools = await client.get_tools()

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

Advanced GitLab MCP server in other clients