Ops & Infra

Bifrost is a high-performance AI gateway with MCP support for tool calling, load balancing, and semantic caching across 1000+ models.

A zero-dependency MCP server connecting to multiple databases with token-efficient SQL tools.

MCPHub is a unified management platform for orchestrating multiple MCP servers with flexible routing and centralized dashboard.

Radar is a Kubernetes UI with built-in MCP server for AI assistants to query cluster resources.

MetaMCP is a unified MCP proxy that aggregates multiple MCP servers into one with middleware support.

Go-based native MCP server for Kubernetes and OpenShift with direct API integration, supporting CRUD operations, pods, namespaces, Helm, and Tekton.

ROS MCP Server connects AI models like Claude & GPT with robots via ROS without changing existing robot code.

Production-ready MCP server framework for building, deploying and scaling secure AI agent infrastructure with authentication, observability, and debugging capabilities.

MCP proxy that bridges stdio and SSE/StreamableHTTP transports for connecting MCP servers.

A comprehensive MCP server for Kubernetes infrastructure management through natural language.

A NestJS module for creating MCP servers with tools, resources, and prompts using dependency injection.

Unla is a lightweight gateway service that transforms existing MCP Servers and APIs into MCP endpoints without code changes.

ESP32 NAT Router firmware with MCP Bridge for AI-controlled networking features.

Fusio is a self-hosted API management platform with native MCP support to expose APIs as tools for AI agents.

A comprehensive collection of 38 production-ready MCP servers for offensive security tools including Nmap, Nuclei, SQLMap, and more.

A self-hosted MCP gateway that centralizes multiple MCP servers behind one endpoint.

Token-efficient MCP server for Cloudflare API with 2500 endpoints accessible via Code Mode.

Complete MCP platform offering hosting, registry, gateway, and chat client.

MCP servers for UniFi applications (Network, Protect, Access) with 169 tools total and cross-product correlations.

MCP server enabling AI assistants to interact with Argo CD applications through natural language.

An MCP server that enables AI IDEs to manage Home Assistant through natural language for automation creation, dashboard design, and configuration management.

MCP server that enables AI agents to deploy applications to Google Cloud Run with comprehensive tool support and authentication options.

Comprehensive MCP server with 38 token-optimized tools for managing Coolify self-hosted PaaS through AI assistants.

tfmcp is a comprehensive Terraform MCP server enabling AI assistants to manage infrastructure with 31 specialized tools.

MCP proxy server that aggregates multiple MCP servers behind a single HTTP entrypoint with flexible configuration options.

StackQL is a Go-based SQL framework for querying and managing cloud resources and APIs via MCP protocol.

MCP server connecting AI assistants to n8n workflows for natural language automation management.

Prometheus MCP server enables AI agents to query and analyze metrics through standardized interfaces.

MCPCAN is a centralized management platform for MCP services with container deployment, monitoring, and security features.

Offensive-security MCP server with 205 wrapped tools, 17 specialist agents, and 60 SPA-aware probes for autonomous pentests.

Flux MCP server bridges AI assistants with Kubernetes clusters for GitOps operations via natural language.

A production-ready MCP server for querying Grafana Loki logs with comprehensive documentation and multiple deployment options.

A comprehensive MCP server providing 37 tools for remote SSH management, DevOps automation, backups, database operations, and health monitoring.

MCP Server for Odoo that provides 24 tools, prompts, and safe write workflows without Odoo-side setup.

Forgermax is an innovative MCP gateway that collapses multiple servers into just 2 tools using sandboxed JavaScript execution.

Android-MCP enables AI agents to interact with Android devices via ADB for UI automation, testing and control.

K8s MCP Server enables Claude to securely execute Kubernetes commands via MCP protocol.

AWS MCP server enables AI assistants to execute AWS CLI commands through MCP in safe containerized environment.

MCP server enabling AI-powered n8n workflow automation through natural language with 17 tools for comprehensive workflow lifecycle management.

Windows Remote MCP Server with 40+ tools for desktop automation, process management, and file operations via FastMCP.

BoltMCP is an enterprise-grade platform for creating and managing custom MCP servers on-premises with OAuth 2 security.

One MCP is a centralized proxy platform for managing multiple MCP services with a web interface, analytics, and service grouping capabilities.

AWS IAM Policy Autopilot helps AI coding assistants create baseline IAM policies through code analysis.

An MCP server that transforms natural language prompts into Perfetto trace analyses for Android performance debugging.

CrowdStrike's MCP server enables AI agents to access security operations through the Falcon platform.

Comprehensive MCP server providing PostgreSQL DBA superpowers with 30+ tools for performance analysis, bloat detection, and monitoring.

Professional penetration testing MCP server with nmap, JtR, hashcat, and reconnaissance tools.

EDDI is a Java-based multi-agent orchestration middleware with native MCP support for production-grade AI systems.

MCP server enabling Proxmox VE VM and LXC control through MCP and OpenAPI interfaces.

MCP server for VictoriaMetrics providing full API access to monitoring and observability data.

A Go-based MCP server that provides comprehensive Kubernetes cluster management tools through MCP protocol.

MCP server for exploring AWS EC2 Spot instance inventory with real-time placement scores, pricing data, and interruption rates.

Metorial is an enterprise-grade MCP platform that connects AI models to thousands of APIs and tools with one-liner SDKs.

Go-based MCP server for Kubernetes and Helm operations with granular control permissions.

MCP servers that transform CLI tools into structured JSON outputs for AI agents, reducing token usage by up to 95%.

Azure Functions template for deploying MCP servers to the cloud with Python authentication options.

MCP Gateway is a plugin-based intermediary that orchestrates multiple MCP servers with security features and monitoring capabilities.

TypeScript-first framework for building MCP servers with decorators, DI, and Streamable HTTP transport.

PMAT is an MCP server toolkit providing deterministic code analysis and AI context generation for agents.

MCP server with 40+ tools for Meta Quest device management, app control, and VR development.

Production-ready Rust SDK for MCP with zero-boilerplate macros, modular transport architecture, and WASM support.

A well-implemented MCP server for Azure DevOps that provides comprehensive API integration through MCP protocol.

MCP server combining Claude Code with Google's Gemini AI for advanced code analysis and reasoning.

A production-ready Python template for building MCP servers with FastMCP, FastAPI, OAuth, and deployment examples.

Official Octopus Deploy MCP server enabling AI assistants to interact with DevOps workflows and deployments.

A well-maintained MCP server for read-only access to NetBox network infrastructure data via LLMs.

A minimal and spec-faithful Python framework for building MCP clients and servers with ergonomic decorators.

KSail is a comprehensive Kubernetes SDK that operates as an MCP server, providing cluster management across multiple distributions with built-in GitOps, secrets management, and AI integration.

TypeScript framework for building MCP servers with auth, storage, telemetry, and multi-platform support.

MCP server connecting to major 3D printer APIs for print control, monitoring, and STL manipulation.

A comprehensive MCP server for Unraid server management through GraphQL API, supporting system info, Docker, VMs, array operations and live telemetry.

Azure's AKS-MCP server enables AI assistants to interact with Azure Kubernetes Service clusters through MCP protocol.

Python MCP server bridging AI agents with ROS 2 robotics, enabling topic pub/sub, service calls, and action control.

HomeButler is a single-binary homelab management tool with MCP server capabilities for monitoring and managing servers.

Complete Zabbix API server exposing 237 tools for monitoring and management via MCP protocol.

High-performance Rust toolkit for building MCP servers and clients with latest protocol support.

VictoriaLogs MCP server provides access to VictoriaLogs observability data through Model Context Protocol.

Goku is a Rust-based HTTP load testing tool with MCP server integration for automated benchmarking.

Express-based framework that generates dual REST API and MCP servers from a single codebase.

MCP server that bridges AI assistants with DAP debuggers for programmatic debugging of live programs.

MikroTik MCP server enables AI assistants to manage RouterOS devices through natural language commands.

Spring Boot starter that automatically converts REST APIs to MCP servers with zero to low code.

Production-ready API gateway for MCP servers with authentication, logging, rate limiting, and multi-protocol support.

Production-ready GitLab MCP server with 86 tools, full API coverage, multiple auth modes and transports.

Production-ready MCP server template in Go with OAuth authentication and deployment examples.

A native Delphi implementation of MCP protocol with HTTP and STDIO transport modes for AI-powered Delphi development workflows.

AgentUp is a Python-based AI agent framework with built-in MCP support for secure, portable agent deployment.

Enterprise-grade Rust implementation of MCP protocol with production controls and transport flexibility.

Perforce P4 MCP Server integrates with P4 version control to provide structured read/write tools for changelists, files, and more.

Ollama MCP Bridge provides an API layer that integrates multiple MCP servers with the Ollama API, enabling dynamic AI tool integration for local LLM applications.

Wanaku MCP Router is a Java-based gateway that connects and routes MCP servers with extensive connectivity options.

MCP server providing seamless access to SigNoz observability data through AI assistants and LLMs.

pfSense MCP Server enables security administrators to manage firewalls through natural language commands with 327 tools and 9 safety layers.

MXCP is an enterprise-grade framework for building production-ready MCP servers with data modeling, security policies, and comprehensive testing.

A Ruby gem that provides MCP server capabilities to Rails applications with robust production-ready network-based deployments.

Ramparts is a security scanner for MCP servers that detects vulnerabilities and attack vectors in tool configurations.

An OAuth 2.1 authentication proxy for MCP servers that adds security without code changes.

AI-powered Cisco Packet Tracer automation via MCP with 30 tools for network topology generation, validation and deployment.

Go-based SaaS boilerplate with MCP server for AI-powered admin operations.

MCP server for Jenkins integration, providing tools to interact with Jenkins CI/CD through AI assistants.