Development & DevOps MCP Servers

Search repos, read code, create issues, manage PRs, and trigger workflows. Understand codebases and contribute to development cycles.

Manage projects, merge requests, CI/CD pipelines, and repository data on GitLab instances.

Query error tracking data, access crash reports, and manage releases. Triage bugs and suggest fixes based on stack traces.

Access Terraform Registry documentation, modules, and provider schemas. Generate accurate infrastructure-as-code configurations.

Official Microsoft Playwright MCP server for browser automation, testing, and web interaction.

Interact with Azure DevOps repositories, work items, builds, releases, and test plans.

Manage Buildkite CI/CD pipelines and builds. Monitor build status, trigger deployments, and analyze failures.

Investigate and fix CircleCI build failures. Access pipeline data, job logs, and configuration insights.

Deploy, configure, and manage resources on Cloudflare. Workers, Pages, DNS, and security settings.

Create projects, manage deployments, and configure build settings through AI-powered workflows.

Official Render MCP server for cloud service deployment. Manage web services, databases, and static sites.

Next.js development tools for AI coding assistants. Debug, inspect, and optimize Next.js applications.

Specialized MCP servers for AWS services including CDK, Lambda, ECS, EKS, Bedrock, and cost analysis.

Access key Azure services including Storage, Cosmos DB, and Azure CLI. Manage cloud resources through AI.

Deploy and manage applications on Google Cloud Run. Automate container deployment and scaling.

Manage Docker containers, images, and compose stacks. Container orchestration, debugging, and deployment.

Interact with Kubernetes clusters. Manage pods, deployments, services, and troubleshoot cluster issues.

Connect AI agents directly to APIs through Postman. Test endpoints, manage collections, and automate workflows.

Work on your code with JetBrains IDEs. Interact with your development environment, run actions, and navigate code.

Integration with SonarQube for static code analysis, quality gates, and security vulnerability detection.

Secure code with Semgrep static analysis. Find vulnerabilities, enforce coding standards, and automate security reviews.

Run code in secure cloud sandboxes. Execute Python, JavaScript, and other languages safely in isolated environments.

Access Harness platform data for CI/CD, feature flags, and cloud cost management.

Full BrowserStack Test Platform access for cross-browser testing. Run tests across real devices and browsers.

Official dbt MCP server providing project metadata, model lineage, and analytics engineering context.

CLI for GitKraken APIs including integrations with Jira, GitHub, and GitLab. Manage repos and code reviews.

Connect GraphQL APIs to AI agents. Query schemas, run operations, and explore your graph.

Validate OpenAPI specifications. Ensure API designs meet quality standards before implementation.

Make your AI agent speak every language. Automate i18n and translation workflows with a localization engine.

Build and test iOS, macOS, and visionOS apps. Integrate Xcode build processes into AI-assisted development.

Control and inspect a live Chrome browser. Debug web apps, analyze performance, and interact with the DOM.

Mobile development and automation for iOS and Android. Test on simulators, emulators, and real devices.