Deployment & DevOps MCP Servers

K8s AI Assistant

Enables natural language queries and AI-powered diagnostics for Kubernetes cluster management.

Unstorage

Provides a Key-Value storage MCP server built on unjs/unstorage with support for various drivers like Redis, MongoDB, and filesystem.

Os Info

Provides up-to-date information about the operating system.

Amazon VPC Lattice

Provides a Model Context Protocol (MCP) server to manage and access AWS VPC Lattice resources and documentation.

Protofmt

Formats Protocol Buffer (.proto) files (versions 2, 3, and editions).

Zabbix

Analyzes and automates Zabbix events using AI-powered Model Context Protocol.

Local RAG Backend

Enables local RAG systems by registering diverse document formats for advanced search capabilities through an MCP server.

DevOps Enhanced

Manages Azure DevOps authentication and context dynamically, allowing seamless integration with multiple projects and organizations from a single server instance.

Terminally

Empower AI assistants to interact with and control terminal sessions through a secure, isolated environment.

Leval Grafana

Enables AI assistants to interact with Grafana, providing comprehensive tools for managing dashboards, datasources, alerts, and incidents.

Fan Manager

Adjusts Dell PowerEdge server fan speeds dynamically based on CPU temperature to optimize cooling and minimize noise.

Bazel AI Integration

Enables AI coding assistants to interact with Bazel workspaces through the Model Context Protocol, providing direct access to build, test, run, and query capabilities.

Qubinode Navigator

Automates AI-enhanced, container-first infrastructure deployment and management for hypervisors across various cloud providers and operating systems.

GeoGuessr

Analyzes GeoGuessr game statistics, offering multi-user support, automatic API monitoring, and dynamic schema adaptation for data retrieval.

Poly Queue

Provides Model Context Protocol tools for unified message queue management across Redis Streams, RabbitMQ, and NATS.

Rails Diff

Exposes differences between Rails framework versions as a centralized MCP server.

Bash Command

Executes and orchestrates shell commands with advanced background job management and observability features.

Dagster

Provides an MCP server that wraps the Dagster GraphQL API, enabling comprehensive monitoring and operational control over Dagster instances from any MCP client.

FusionAL

Provides a privacy-first, self-hosted Model Context Protocol (MCP) governance gateway for securely orchestrating AI toolchains.

Trezor Emulator

Provides an MCP server for programmatically controlling Trezor emulators and capturing screenshots via WebSocket API and VNC.