Deployment & DevOps MCP Servers

Ultralytics

Provides RESTful API access to Ultralytics YOLO operations for various computer vision tasks including training, validation, prediction, export, tracking, and benchmarking.

Airflow

Connects AI assistants to Apache Airflow instances via the Model Context Protocol (MCP) to enable inspection and management.

PostgREST

Provides a complete Model Context Protocol (MCP) server for PostgREST APIs, enabling OAuth2 authentication and streamable HTTP.

SSH

Exposes SSH control for Linux and Windows systems via the Model Context Protocol (MCP).

Docker Manager

Orchestrates Docker containers, stacks, and hosts across your infrastructure using AI assistant commands.

Mysql

Manages multiple MySQL data sources through a Java-based server.

Twilio Manager

Manages Twilio resources such as subaccounts, phone numbers, and regulatory bundles through a standardized interface.

Master

Aggregates multiple backend services behind a single, secure HTTP endpoint, providing unified access and authentication.

Emqx Mcp Tools

Provides health checking and problem analysis tools for EMQX using MCP wrappers.

Claude Collective Intelligence

Transforms isolated Claude Code sessions into collaborative AI collectives using an intelligent agent swarm framework.

Icinga

Provides a REST API and Model Context Protocol (MCP) server to facilitate interaction with Icinga Web 2 and its Icinga DB Web module.

AI-Driven Temporal IAC Orchestrator

Orchestrates multi-workspace Terraform deployments, managing dependencies, propagating outputs, and enabling AI-driven automation via Temporal workflows.

Targetly Marketplace

Provides standardized Docker image build configurations for official Model Context Protocol (MCP) servers.

Registry

Provides tools to search and retrieve information from the official Model Context Protocol (MCP) registry.

Gridscale

Enables AI models to interact with the Gridscale API for infrastructure provisioning.

Illumio

Provides a Model Context Protocol (MCP) server to interact with Illumio PCE for workload management, label operations, and traffic flow analysis.

S3

Integrates with S3 for server-side functionality.

Scaleway Functions

Manage and deploy Scaleway Serverless Functions via the Model Context Protocol.

Open Discovery

Provides a dynamic discovery server for enterprise infrastructure, offering hot-reloadable tool registries, a pluggable marketplace, and secure multi-transport communication including AMQP.

Flipt

Enables AI assistants to interact with feature flags for dynamic application behavior.