Deployment & DevOps MCP Servers

Test

Provides a framework for building and deploying interactive tools and conversational agents using the Multi-Agent Communication Protocol (MCP).

Gilhari Relationships Example

Demonstrates object-relational mapping for JSON objects within a RESTful Gilhari microservice, showcasing one-to-one and one-to-many BYVALUE relationships and advanced query capabilities.

Gilhari Relationships With Implicit Attributes Example

Illustrates Gilhari's implicit attributes feature for automatic foreign key management in JSON objects within a RESTful microservice.

Gilhari Streaming Example

Demonstrates efficient streaming queries for processing large JSON object result sets with a RESTful Gilhari microservice.

Gilhari Autoincrement

Demonstrates ORM functionality for JSON objects, automatically generating primary keys from the database within a RESTful Gilhari microservice.

Gilhari Many-to-Many

Demonstrates many-to-many relationships between JSON objects using the Gilhari ORM framework.

Remote Authless

Deploys an unauthenticated remote Model Context Protocol (MCP) server on Cloudflare Workers, providing a backend for AI tools.

Azure DevOps Assistant

Integrates Azure DevOps with GitHub Copilot Chat, enabling natural language queries for work items directly within your IDE.

Kali

Provides an MCP server integrating over 20 Kali Linux penetration testing tools for educational security assessments.

Project 1

Serves real-time cryptocurrency market data with high performance and scalability.

Remote Authless

Establish a serverless endpoint for AI agent tools on Cloudflare Workers, requiring no authentication.

Java Testing Agent

Automates Java Maven project testing workflows through AI-assisted decision table test generation, comprehensive security scanning, and code coverage analysis.

Azure Compliance

Exposes an MCP-compatible server for robust compliance analysis and essential Azure operations, enabling programmatic interaction with blob storage, log analytics, and resource management.

Terraform Cloud

Integrate Terraform Cloud API functionality into AI assistants for managing infrastructure as code.

Vaultwarden Server

Provides a Model-Context-Protocol server to interact programmatically with a self-hosted Vaultwarden instance using the Bitwarden CLI.

SSH/SFTP Orchestrator

Orchestrates remote tasks and server management through SSH and SFTP connections, offering hybrid synchronous/asynchronous execution and persistent task queuing.

Alibaba Cloud DevOps

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

ChatGPT App

Integrate a ChatGPT application with robust OAuth2 authentication and custom widgets using the OpenAI Apps SDK.

Coolify

Integrates with the Coolify self-hosted deployment platform API to manage servers, applications, and services with advanced batch operations.

Tmux

Provides programmatic control over tmux terminal sessions for automation and interaction on Windows (WSL), Linux, and macOS.