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mcp/harbor
LangChain

efficient gitlab for LangChain

io.github.detailobsessed/efficient-gitlab

Token-efficient GitLab MCP: 167 tools via 3 meta-tools, field projection, keyset pagination

client:LangChain transport:stdio runtime:npm

Install efficient gitlab in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "efficient-gitlab": {
            "transport": "stdio",
            "command": "npx",
            "args": ["-y", "efficient-gitlab-mcp-server"],
        }
})

tools = await client.get_tools()

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

efficient gitlab in other clients

efficient gitlab MCP server