GitLab has published its take on how Anthropic's Claude security tooling hands work off to the GitLab pipeline through the GitLab MCP server. The division of labour is tidy on a slide and messier the moment you draw the trust boundary.
GitLab wires Anthropic's Claude security tooling into its pipeline via MCP