Best MCP Servers for DevOps

Official Splunk integration — query observability data, alerts, and incident context through AI

Official Grafana integration — query dashboards, explore metrics, and manage alerts via AI

Official Figma integration — access design files, components, and tokens directly in your AI coding workflow

Official Datadog integration — query metrics, logs, traces, and incidents for full-stack observability

Official Sentry integration — bring live error context, stack traces, and performance data into your AI

Structural graph memory for AI coding assistants navigate any codebase by structure, not guesswork.

Official GitHub integration — manage repos, issues, pull requests, and workflows from your AI agent

Full GitHub API access for your AI agents — repos, issues, PRs, and more

Inject up-to-date, version-specific library docs directly into your AI prompts

Official Vercel integration — manage deployments, logs, env vars, and projects from your AI agent