Deployment & DevOps MCP Servers

Delphi Build Tools

Provides a Model Context Protocol (MCP) server for building and cleaning Delphi, Free Pascal, and Lazarus projects.

AaPanel

Manages aaPanel server instances by providing remote access to system information, website configurations, databases, Docker containers, and email accounts.

Bazel

Exposes Bazel build system functionality to MCP-enabled AI agents.

Kubernetes

Enables natural language interaction with Kubernetes clusters through LLMs, simplifying resource management and deployment.

Ssh

Provides secure remote access and command execution via the Model Context Protocol.

Docker

Streamlines Docker operations with a unified interface and extensive CLI aliases.

New Relic

Integrates with New Relic's observability platform to query metrics, manage alerts, and monitor applications through a unified interface.

GitLab API

Provides a Pythonic wrapper for the GitLab API and functions as an MCP Server for agentic AI to manage GitLab resources.

Taskfile Server

Exposes Taskfile tasks as standardized tools for AI assistants.

ISE

Exposes Cisco ISE API endpoints as structured, discoverable Model Context Protocol (MCP) tools.

Keycloak

Manages Keycloak users and realms through a standardized Model Context Protocol (MCP) interface.

VulniCheck

Performs comprehensive AI-powered security analysis for Python projects, GitHub repositories, and Dockerfiles, identifying vulnerabilities, secrets, and configuration issues.

Junos

Enables viewing operational state and modifying configurations on Juniper devices running Junos.

Myaiserv

Provides a high-performance FastAPI server implementing the Model Context Protocol (MCP) for integrating with Large Language Models (LLMs).

Tinystruct

Provides a modular Java server framework for automating file system and GitHub operations via the Model Context Protocol (MCP).

Datomic

Manages Datomic database connections and operations, including support for in-memory instances.

PackageFlow

Manage `package.json` projects with an AI-driven desktop hub, consolidating scripts, Git, workflows, deploys, and security audits into one-click actions.

Argo

Executes Argo Workflows via a lightweight JSON-RPC interface.

Kubernetes

Provides programmatic access and advanced management capabilities for Kubernetes clusters through the Model Context Protocol.

Bazel

Exposes common Bazel actions like build, test, and dependency analysis through an MCP server.