No user-submitted related servers found.
Scored across 28 tools
Each tool targets a distinct resource, action, or analysis purpose: raw list/detail tools are separated from RCA/audit tools, and write tools have explicit risk/dry-run semantics. Minor overlaps like cicd_overview versus component summaries are clearly framed as composite shortcuts rather than alternatives that cause misselection.
All names use snake_case, and action tools largely follow verb_noun (list_pipelines, retry_pipeline, pause_runner). Detail/RCA/audit tools use noun-based patterns (pipeline_detail, pipeline_failure_rca, stale_work_audit), and undo_list/undo_apply reverse the usual order, which are minor but real deviations.
28 tools is heavy for most MCP servers, even though the broad CI/CD AIOps domain—projects, pipelines, jobs, runners, artifacts, branches, merge requests, undo, and remediation—explains much of the surface. The set is mostly purposeful, but several list/detail/introspection tools push it into borderline-heavy territory.
Read/diagnostic coverage is strong, and core remediation exists for pipelines, runners, artifacts, and branch protection. However, notable lifecycle operations are missing, including pipeline triggering, job-level retry/cancel, merge-request actions, release management, and runner registration/deletion, leaving some dead ends for full CI/CD workflows.