Deployment & DevOps MCPサーバー

Podman AI Assistant

Translates natural language commands into valid Podman CLI commands for container management.

Terminator Test

Provides an experimental testing ground for server termination protocols.

Openshift

Serves as an MCP server specifically tailored for OpenShift environments.

Open States

Facilitates multi-agent conversations with the OpenStates API by exposing its functionalities as an auto-generated MCP server.

OpenXAI

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

Custom Search

Provides an auto-generated Multi-Agent Conversation Protocol (MCP) server for the Google Custom Search API.

Vybe Virtual Try-On

Provides virtual try-on capabilities via a FastMCP server that integrates with the Replicate API.

Wolfram

Serves as a Model Context Protocol server, automatically generated from an OpenAPI specification.

HPC/AI Cluster Tool

Queries Kubernetes to retrieve GPU node information and cluster topologies for Azure HPC/AI clusters.

Kubernetes

Manage Kubernetes clusters and resources by connecting to the 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.

Reviewer

Integrates AI code review capabilities for GitHub and GitLab pull and merge requests.

Gilhari Relationships With Implicit Attributes Example

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

Kubernetes Controller

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

SCM Ops

Optimizes SCM workflows for GitHub and GitLab, streamlining multi-instance repository management, automated releases, and AI-native DevOps orchestration.

Tailscale

Transforms your Tailscale network into an AI-native operations layer, providing semantic tools for infrastructure management.

Materio

Enables AI assistants to directly search, browse, and read Materio's educational PDF resources without manual uploads.

Smart Proxy

Optimizes Model Context Protocol (MCP) interactions by intelligently managing context, significantly reducing token consumption and improving LLM precision.

Perptools

Facilitates Solana perpetual futures trading through Orderly Network and Perptools.

Orchestra Cloud

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