Deployment & DevOps MCP Servers

Docker

Exposes Docker and Docker Swarm commands as Model Context Protocol (MCP) tools.

Cf

Enables Claude to access external services and APIs directly from conversations via a Cloudflare Worker.

Kubectl Go

Enables AI assistants to safely interact with Kubernetes clusters by executing kubectl commands with robust validation and security.

Auth Example

Showcases a FastMCP server with both authenticated and unauthenticated endpoints, secured by Nginx, Envoy, and Open Policy Agent.

Shadcn Registry Manager

Enables remote, programmatic, or containerized execution of shadcn CLI commands via an MCP server.

Git Workflow

Automates common Git operations and GitHub interactions through a Model Context Protocol server.

Exa

Connects AI assistants with the Exa AI Search API to provide real-time web information and specialized search tools.

Python Code Review

Performs comprehensive code quality and security analysis for Python backend development, delivering consistent and actionable reporting.

Docker

Facilitates natural language interaction with Docker commands and Docker Compose operations.

Chat App

Provides a unified infrastructure interaction layer for LLM Chat and Gitlab Agent services.

LXD

Manages LXD containers and virtual machines programmatically.

Mcp Tmux

Provides large language models with real-time, inspectable state for confident interaction and operation within remote tmux sessions.

T-0 Hub Boilerplate

Provides a customizable, fork-ready gateway for connecting AI assistants to your services.

SSH

Enable AI assistants to securely execute commands and transfer files on remote servers 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.

SitePilot

Automates static website generation and deployment, enabling updates directly from a mobile device via natural language commands.

Goakt

Provide a resilient, observable, and scalable execution layer for distributed tool calls via a programmatic Go API.

izTolk

Integrate the Tolk smart contract compiler and development workflow directly into AI assistants for TON blockchain smart contract creation and deployment.

Omnigit GitHub & Local Git

Connects AI tools directly to GitHub's platform and local Git repositories, enabling natural language interactions for repository management, issue automation, and code analysis.

Orchestration

Manages and tracks external coding agent runs through a unified server interface.