Best MCP Servers for Developers

Connect GitHub Copilot's code intelligence to any MCP client — completions, explanations, and review

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

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

Official GitLab integration — manage CI/CD pipelines, merge requests, and issues inside AI workflows

Official Docker integration — manage containers, images, volumes and compose stacks via AI

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

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

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

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

Official PagerDuty integration — automate incident response, on-call, and alerts with AI

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

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

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

One MCP server for Bitbucket, Jira, and Confluence

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