"Using GitLab Semantic Search for Code Implementation" matching MCP connectors:

Remote command execution on your machines — an SSH/Ansible alternative, by AIC-… code or alias.

Natural-language Linux and Windows server management for Claude. Agents on each host execute tasks and run fleet-wide inventory, security-audit and access-review scans.