GitLab MCP Server for LangChain
io.github.jmrplens/gitlab-mcp-server
Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.
client:LangChain
transport:streamable-http
runtime:mcpb
Install GitLab MCP Server in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"gitlab-mcp-server": {
"transport": "streamable_http",
"url": "https://mcp.jmrp.io/gitlab",
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs