Deployment & DevOps MCP Servers

Coderider

Provides Jihulab MCP server functionalities.

Homelab n8n

Deploys a robust n8n workflow automation platform with integrated MCP server support for AI assistants in homelab environments.

Stability

Provides a complete Model Context Protocol (MCP) implementation, enabling AI agents to interact with the Stability blockchain without gas fees.

MongoDB

Provides a Model Context Protocol server for seamless interaction with MongoDB Databases and MongoDB Atlas.

GitLab

Enables AI clients to operate GitLab pipelines through natural language commands.

Llama 4 Maverick

Integrates local Llama models with Claude Desktop, enabling private, custom, and cost-effective AI operations through the Model Context Protocol.

Mecha Agent

Enables AI agents to interact with the Mecha Agent platform.

Alibaba Cloud DevOps

Enables AI assistants to interact with the Alibaba Cloud Yunxiao platform, managing various DevOps processes from code to deployment.

Polyglot Container

Unify management and access for multiple container runtimes, including nerdctl, Podman, and Docker, through a single interface.

OllaBridge

Transforms local and distributed hardware into a single, OpenAI-compatible LLM gateway, enabling secure, production-grade access to diverse language models.

OpenManage

Integrates Dell OpenManage Enterprise server management with AI assistants for comprehensive monitoring and administration.

Debugpy

Attaches `debugpy` to live Python processes within Docker containers for enhanced debugging, log retrieval, and breakpoint planning.

Directum

Integrate AI assistants with Directum RX by providing access to metadata, development tools, and runtime operations.

VMware Workstation

Control and manage VMware Workstation virtual machines on Linux systems programmatically.

Exec

Safely executes commands on a server without relying on a shell, incorporating built-in rules to prevent destructive operations.

Video Debug

Provides AI agents with deep inspection capabilities for video delivery workflows, analyzing HLS, DASH, MP4, audio, video, and subtitle assets using dockerized industry-standard media tools.

Orchestra Cloud

Provides a hosted personal server for the Orchestra platform, enabling AI agents to control Orchestra functionalities remotely without local installation.

Otel

Expose OpenTelemetry observability data, including traces, metrics, logs, and ZK proofs, as tools for AI agents.

Platter

Provides a programmatic interface to manage files and execute shell commands on a computer via MCP over Stdio and HTTP.

Crafty

Integrate Crafty Controller 4 with AI assistants to manage Minecraft servers using natural language commands.