Deployment & DevOps MCP Servers

DoWhistle

Provides a reliable interface layer for agents and tools to interact with real-world APIs, managing functionalities like search, authentication, whistle reporting, and user preferences.

Event Stream Server

Provides a foundational Python-based server for streamable HTTP communication with built-in authentication.

Iris

Automates the generation of tag-based release notes for Git repositories by analyzing differences between tags.

GitHub Actions

Analyzes GitHub Actions workflows and performance to identify CI/CD bottlenecks.

Remote

Deploys a remote Model Context Protocol (MCP) server on Cloudflare with OAuth login.

ArgoCD

Integrates ArgoCD with GenAI applications to enable intelligent Kubernetes deployment management through a Model Context Protocol (MCP) server.

iTerminator

Automates iTerm2 terminals, allowing AI assistants to control command execution and TUI interactions through the Model Context Protocol.

Kubernetes

Provides a production-ready server for Kubernetes observability and debugging.

FastMCP

Provides a production-ready server and a comprehensive client for the FastMCP protocol, equipped with essential features for robust application development and deployment.

ST-K8s

Provides a comprehensive platform to view and interact with Kubernetes clusters through a dashboard, REST API, and AI-enabled Model Context Protocol (MCP) server.

Track-it

Monitors and logs running processes, making their output and status accessible to AI agents through the Model Context Protocol.

Xray

Integrates the powerful xray vulnerability scanner into ModelScope's Model Context Protocol for comprehensive security assessments.

OpenXAI

Provides comprehensive tools for evaluating and benchmarking post hoc explanation methods in AI models through a standard interface.

Gilhari Relationships With Implicit Attributes Example

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

ProDisco

Provides progressive disclosure access to the Kubernetes API, enabling AI agents to interact with clusters efficiently and securely.

Terminator Test

Provides an experimental testing ground for server termination protocols.

Kubernetes Controller

Provides a Model Context Protocol (MCP) server for interacting with and managing Kubernetes clusters.

Odoo

Manages and provides Model Context Protocol (MCP) services by integrating the FastMCP framework directly within Odoo 17.

Pyodide

Serves Pyodide applications.

Qdrant Sync

Facilitates bidirectional synchronization of Qdrant vector database collections between local and remote instances.