Deployment & DevOps MCP Servers

Unleash Feature Flag

Enables AI agents to manage feature flags within the Unleash feature flag management system programmatically.

New Relic

Enables querying and interacting with New Relic account data and features via natural language or specific commands.

Pulumi

Enables interaction with the Pulumi infrastructure-as-code platform via an MCP (Model Context Protocol) server.

Appsignal

Connects to AppSignal to fetch and analyze incident information, providing insights and suggesting fixes.

AI Productivity Series: Requirement Engineering Vibes

Aids in optimizing requirement engineering workflows by leveraging AI-driven insights and innovative coding methodologies.

cPanel

Enables AI assistants to programmatically manage cPanel email accounts, passwords, quotas, and forwarders via API.

Jetson

Manages and optimizes NVIDIA Jetson Nano systems for AI workloads, edge computing, and system administration via SSH.

Pmcp

Provides a Model Context Protocol server to enable natural language interactions with Prometheus metrics and queries.

Overlay Companion

Enables AI-assisted, human-in-the-loop screen interaction capabilities through a streamlined, containerized infrastructure.

Ghidra5 Windows

Integrates Ghidra's powerful reverse engineering capabilities with GPT-5 AI technology through the Model Context Protocol (MCP) into a professional-grade Windows service for automated, intelligent binary analysis workflows.

CTP

Provides a server component for the China Trading Platform (CTP).

Casper Network

Facilitates seamless interaction with the Casper Network blockchain through a Model Context Protocol server.

Medical Calculator

Provides an evidence-based medical calculator service with intelligent discovery for AI agent integration through the Model Context Protocol (MCP).

Lean Engine All-in-One

Provides an all-in-one Docker image for the QuantConnect Lean algorithmic trading engine, offering GPU support, a modern Web UI, REST API, and Model Context Protocol (MCP) integration.

Auto-OM

Manages Linux automation operations with a comprehensive set of 88+ tools accessible via SSH.

GitLab

Integrates AI assistants with the GitLab REST API, offering over 65 tools for comprehensive management of projects, merge requests, pipelines, and CI/CD workflows.

Cloud Audit

Empower AI agents to perform real-time, in-depth cloud security audits across AWS, Azure, and GCP, detecting misconfigurations and generating specific remediation actions.

A2A

Orchestrates multi-agent communication and task management for AI agents within Claude Code environments.

T-IA Connect + AgentGateway

Securely enables AI agents to create, configure, and manage Siemens TIA Portal PLC projects with zero-trust security enforcement.

Kali

Empower AI assistants with a full Kali Linux Docker environment for comprehensive security testing.