Deployment & DevOps MCP 服务器

GitLab

Enables interaction with GitLab API through a command-line interface.

Flipt

Enables AI assistants to interact with feature flags for dynamic application behavior.

New Relic

Enables querying and interacting with New Relic account data and features via natural language or specific commands.

Webhook

Sends webhook notifications when called via Model Context Protocol (MCP).

Tufin Integration Bridge

Bridges Tufin APIs to AI workflows through a secure REST API with Role-Based Access Control (RBAC).

Okx

Facilitates decentralized exchange (DEX) trading on Solana and cross-chain bridge operations through a Server-Sent Events (SSE) based implementation.

Fixer

Diagnoses and repairs configuration issues for Model Context Protocol (MCP) servers in Claude Desktop.

Open Cluster Management

Connects Generative AI systems to multiple Kubernetes clusters for streamlined management and observability.

Coolify

Enables AI assistants to programmatically manage infrastructure, applications, databases, and services on a self-hosted Coolify PaaS platform.

Celery

Connects Celery distributed task queues with the Model Context Protocol, enabling advanced task management and AI integration.

Persistent Terminal

Manages persistent terminal sessions, allowing commands to run continuously even after client disconnection, ideal for AI assistants and long-running tasks.

Beget

Manages Beget hosting services, including sites, domains, databases, FTP, Cron, DNS, backups, and mail, directly from Claude Code.

Vikunja

Extends the Gemini CLI to facilitate interaction with a Vikunja task management instance.

Sharp

Generates interactive 3D scenes from a single 2D image in less than a second.

Azure Logic Apps

Streamline the management and debugging of Azure Logic Apps through natural language commands with AI assistance.

Broxy

Fronts multiple upstream Model Context Protocol servers as one, aggregating capabilities across protocols, and exposing only what presets allow.

Observium

Integrates Observium CE network monitoring data with large language models, enabling natural language queries for device status, traffic, sensors, alerts, and trends.

Autonomous Anomaly Detection and Response

Manages the entire lifecycle of industrial anomaly detection systems, from sub-second streaming inference to RAG-powered automated investigations.

FortiOS Gateway Automation

Exposes the complete Fortinet FortiOS 7.6.6 REST API as typed Model Context Protocol (MCP) tools for AI clients.

OmniForge

Automates the GitLab merge request lifecycle through multi-agent AI for adversarial code review, automated fix application, and intelligent MR creation.