Deployment & DevOps MCP Servers

Sentry

Enables AI assistants to interact with the Sentry API for error data analysis, project management, and application performance monitoring.

GitHub

Establishes a secure connection between GitHub and VS Code through a Dockerized Model Context Protocol (MCP) server.

In-Process Transport

Integrates an MCP server directly as an asynchronous task within a Tokio runtime.

GitLab

Integrates the GitLab API, enabling LLMs to manage repositories, merge requests, and issues.

Merge Request Summarizer

Automates the generation of comprehensive merge request summaries from git logs, categorizing changes and providing structured descriptions.

Waygate

Provides a security-hardened and scalable foundational server framework for Model Context Protocol applications.

Kibana Server

Provides seamless, high-performance access to Kibana and Periscope logs through a unified API, supporting dual querying interfaces and extensive log analysis capabilities.

Hyperpolymath

Explores polyglot software architecture through 307 repositories, focusing on 40+ languages, neurosymbolic AI, and formal verification.

Nido

Orchestrates fast, local virtual machines with QEMU/KVM, providing isolated environments and native Model Context Protocol support for AI agents.

CodexCLI

Store, organize, and retrieve structured information efficiently using a hierarchical dot notation system.

DNS Lookup

Provides comprehensive DNS lookups, reverse DNS queries, WHOIS information, and domain name server checks through an AI assistant.

MCPFarm

Unify, manage, and orchestrate multiple Model Context Protocol (MCP) servers behind a single gateway, offering auto-discovery, real-time monitoring, and API key authentication.

DMAF

Automatically backs up WhatsApp photos and videos of loved ones to Google Photos using AI face recognition.

RunWhen Platform

Enables coding agents to interact with the RunWhen platform for workspace chat, issue management, SLXs, run sessions, and infrastructure tool building.

Spotify Ops-Ready

Deploys an MCP server that exposes Spotify and Last.fm tools to Azure Container Apps using Terraform.

RunPod

Orchestrate RunPod GPU pods with full lifecycle control, intelligent GPU selection, SSH access, and file transfer capabilities.

MikroTik

Manages MikroTik RouterOS v7 devices through natural language using Claude Code via the native REST API.

Consulting Kit

Provides a suite of production-grade AI-powered Multi-Modal Communication Protocol (MCP) servers for business intelligence, API integration, content automation, and intelligence gathering with rapid deployment.

Semantic Memory

Provides a server that exposes RWIF-backed disk-native semantic memory, enabling models and agents to retrieve grounded semantic evidence without a heavyweight vector database.

Kubeflow

Exposes Kubeflow training operations as tools, enabling AI assistants to manage distributed model training on Kubernetes through natural conversation.