Interact with Kubernetes clusters using kubectl for managing and orchestrating containerized applications, deployments, and services.

Interact with Azure DevOps APIs to manage projects, work items, and repositories using natural language commands. Facilitate secure execution of common DevOps workflows and access repository content through standardized URIs.

Facilitates natural language interactions with CircleCI functionality, enabling retrieval of build logs, analysis of failures, and management of CI/CD processes directly from IDEs. Integrates CircleCI commands into the development workflow for enhanced efficiency.

Run load tests using k6 with custom configurations and obtain real-time execution output. Integrates with the Model Context Protocol to streamline load testing processes and enhance performance insights.

Integrates Large Language Models with Kubernetes by providing access to cluster resources, tools, and prompts through a standardized protocol. Facilitates real-time interaction and automation in managing Kubernetes cluster operations and data.

Manage and interact with development containers by starting environments, running user setup commands, and executing shell commands within devcontainers. Simplifies the development workflow through direct control of devcontainers.

SONiC Buildimage is a server that helps create installation images for network switches, making it easier to deploy and customize software for different hardware. It supports various tools for debugging and managing network device images efficiently.

Integrate with Azure DevOps services to access work items, repositories, and pull requests, enabling streamlined project management and collaboration. Provides functionalities for retrieving and managing Azure DevOps resources efficiently.

Isolated Docker environments for executing code in various programming languages, managing package installations, and running commands within containers.

Enables AI assistants to execute network administration and diagnostic commands securely within a Docker container sandbox. Provides controlled access to networking tools and file operations with enterprise-grade security features, including session management and audit logging.

A dynamic video platform supporting real-time interactions, featuring video playback, live comments, and content management functionalities. It includes video transcoding, real-time messaging, and role-based access control through JWT-based authentication.

Manage Kubernetes clusters using natural language commands, simplifying complex kubectl operations and providing a conversational interface for Kubernetes resource management.

Interact with Azure DevOps APIs to manage projects, work items, and repositories. Execute DevOps workflows and access repository content securely through a standardized protocol.

Manage AWS CodePipeline pipelines by triggering executions, retrieving metrics, approving actions, and obtaining execution logs through natural language commands in Windsurf. Streamline CI/CD processes with a standardized interface for AWS CodePipeline services.

Analyze Go pprof performance profiles to identify bottlenecks and optimize applications by generating flame graphs and detailed reports for CPU and memory usage visualization.

Run Kubernetes commands using a specified kubeconfig path and provide interpretations of those commands. This server supports custom kubeconfig paths, automatic kubectl installation checks, and includes error handling features.

Manage Jenkins operations efficiently, facilitating build and deployment processes.

Manage Jenkins jobs through a unified API interface, facilitating job creation, triggering builds, retrieving job information, and updating configurations.

Integrates AI models with Spinnaker to manage and optimize deployment processes, leveraging contextual information for proactive issue detection and decision-making in CI/CD workflows.

Installs other MCP servers hosted on npm or PyPi, enabling users to easily manage and set up various MCP servers through command prompts.

Guide users through creating their first GitHub Action and integrating it into a workflow file. The server provides a structured approach for hands-on learning with practical examples.

Manages repositories, tracks builds, and oversees the release lifecycle in conjunction with the JFrog Platform API. Provides tools for artifact search through AQL queries and runtime cluster monitoring.

Streamline development processes by creating and managing CI/CD pipelines using a Jenkins-based system integrated within a SpringBoot demo project.

Monitors shadow-cljs builds and provides real-time updates on build status, errors, and metrics after editing ClojureScript files. Integrates seamlessly with development environments for enhanced workflow efficiency.

Manage Django migrations in distributed environments through MCP endpoints, simplifying migration processes with validations and safety checks for CI/CD integration.