AI-powered DevOps toolkit delivering deployment intelligence, remediation, and governance for smarter Kubernetes workflows.

AI-powered broker control and messaging via admin APIs and Pika, with multi-broker support and mid-conversation switch capability.

Claude-enabled AWS interaction through natural language, with local credentials, multi-profile support, and multi-region management.

Unified interface uniting multiple open-source security tools with Docker-ready deployment, consistent JSON outputs, and robust error handling for streamlined testing and automation.

Unified, client-agnostic tool to install, run, and manage MCP servers from a registry with developer-friendly workflows.

Flux Operator is a Kubernetes controller for managing the lifecycle of Flux CD

Secure remote command execution over SSH for Linux and Windows with timeout protection and key-based authentication.

Lightweight bridge enabling AI assistants to securely execute AWS CLI commands via Docker with multi-arch support, piping, and templates.

Unified Kubernetes interaction with API discovery, resource operations, metrics, and logs, configurable across modes with safe read-only options and Helm support.

Dynamic on-demand MCP server orchestration with TS-only runtime, self-hosted tooling, and seamless child-server management for flexible, ephemeral contexts.

Python-based automation using Aseprite API, with Docker deployment, optional Steam-based installation, and dev/prod workflows.

Locally runs Claude-powered code insights via Telegram with a web dashboard and in-app bot management, all in a Docker-based setup.

Kubernetes-native orchestrator enabling durable AI agents with MCP tooling, humans in the loop, and delegation across workflows.

Zabbix-focused MCP integration with full API access, fast operations, and robust read-only mode for safe monitoring.

Enables real-time image discovery, repository management, and AI-assisted workflows by exposing Docker Hub data to language models with optional private access.

Production-ready MXCP framework with YAML config, SQL/Python endpoints, security, audits, drift detection, and policy enforcement.

SSH-powered bridge enabling AI workflows to securely run remote commands and transfer files via the Model Context Protocol, with local credential isolation and robust command filtering.

Real-time vulnerability auditing with remote registry checks, comprehensive reports, and automatic remediation guidance across npm ecosystems.

All-in-one integration platform for GitLab, Jira, Confluence, YouTube, Gmail, and more, with AI-powered search and automation for development workflows.

AI-enabled integration letting Claude, Cursor AI, and others query Bitbucket repos, PRs, and code in real time.

Rust-based RMCP module enabling Containerd CRI operations with runtime and image interfaces and CTR support.

Experimental MCP server for JFrog Platform enabling repo mgmt, builds, lifecycle automation, and security insights via Xray.

Natural-language control for Airflow across dual API versions with real-time multi-cluster management.

MCP server bridging AI assistants with Azure DevOps for seamless work item and project management via REST API.