The real catalog of tools for AI agents

GitHub CI/CD MCP server with 70 tools for repos, PRs, Actions, deployments, billing, and more.

Ci Cd Generator Ai MCP Server by MEOK AI Labs

GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or self-hosted).

MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants

Codemagic CI/CD MCP Server — manage builds, apps, artifacts, and caches from your AI

GitHub Actions MCP — view runs, read logs, re-run jobs, and manage CI/CD.

GitLab MCP server (MCP 2026-07-28): projects, MRs, pipelines, CI/CD, issues; writes or read-only

Manage projects, groups, branches, merge requests, and CI/CD pipelines

Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 28 tools.

Manage CI/CD pipelines, workflows, and job metrics across projects

Local-first static repository security and configuration drift auditor (CLI, GitHub Action & MCP).

MCP server for Drone CI/CD: 45 tools for builds, repos, secrets, users and templates

MCP server for Appcircle mobile CI/CD platform.

CI pipeline monitoring for GitLab and GitHub - no API key.

MCP server exposing Spinnaker CD platform via Gate API for pipeline and deployment management

Zuul CI — build failure analysis, log search, pipeline status, and job configuration

MCP server for natural-language queries against SAP CAP db-layer entities via real CQN/SQL JOINs.

Read-only MCP server for self-hosted Atlassian Bamboo CI/CD

Datadog MCP — 165 tools for metrics, monitors, logs, APM, RUM, incidents, CI/CD, fleet

Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.