DevOps MCP Servers

DevCycle MCP server for feature flag management

An MCP server connects your AI assistants to Infrahub using the open MCP standard.

An MCP server for Scout Monitoring data interactions.

Real-time X (Twitter) data: 120+ API endpoints, search, bulk extraction, writes

Productivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs

BetterDB MCP server - Valkey observability for Claude Code and other MCP clients

MCP server for coding-agent traces, alerts, costs, usage, and budget health.

MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants

MCP server for the OVH API. Explore and call any OVH endpoint via sandboxed JS.

One workspace for every AI coding assistant. Shared tasks, memory, and governance.

API governance for AI coding assistants. Breaking changes, policies, cross-model context.

Model Context Protocol (MCP) server for DeployHQ API integration

SDK for creating, managing, and operating Kubernetes clusters and workloads with ease.

AI agent tool discovery and scoring. Search 15,400+ MCP servers, APIs, and CLIs.

Access Dynatrace observability data: logs, metrics, problems, vulnerabilities via DQL and Davis AI

AI-powered log analysis - parse, search, extract errors across 9+ formats

Deploy Python functions as web apps with auto-generated UI, REST API, and shareable links.

AWS security scanner with Attack Chains, Breach Cost Estimation, and MCP Server for AI agents.

MCP server for CashPilot — monitor passive income, bandwidth sharing, and DePIN earnings

MCP server for Duplicacy — monitor backup status and Prometheus metrics

MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky tests.

eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugging

The agent eval standard for MCP. Score every agent output for quality, safety, and cost.

Extended reasoning with structured processes, persistence, and workflow guidance

Server security audit (413 checks), hardening, and fleet management across 4 cloud providers.

MCP runtime copilot for health checks, regressions, explainability, and operational memory.

Regression testing for MCP servers. Checks capabilities, invokes tools, detects schema drift.

Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.

MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants

Network diagnostics from 6 global regions. SSL, DNS, ping, whois, traceroute, port scan, latency.

Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.

Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.

MCP server for Zabbix monitoring and automation

83 rules to catch dangerous PostgreSQL migrations before production. Lock analysis + auto-fix.

Read-only Model Context Protocol MCP server enabling code-driven AI analysis of Kubernetes clusters.

Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.

Multi-agent observability: cascade failure detection, heartbeats, and forensic replay

Aggregate multiple MCP backends behind a single stdio endpoint with namespaced routing.

Monitor MCP server health, uptime, response times, and Azure DevOps pipeline status

SSH Linux metrics, baselines, anomaly detection, and plain-English infrastructure explanations.

Zero-trust MCP security proxy with policy enforcement, PII scrubbing, approvals, and audit trails.

MCP server for Docker — manage containers, images, volumes, and compose services from your IDE

GitHub Actions MCP — view runs, read logs, re-run jobs, and manage CI/CD.

MCP server providing Prometheus metrics access and PromQL query execution for AI assistants

Docker container management and Dockerfile analysis

Dotenv parser, ports, system info for AI agents

Log parse, filter, analyze for AI agents

MCP server for Runframe incident management covering incidents, on-call, postmortems, and more.

AI debugging with 980+ verified fixes. Search the YanHui KB — never repeat a mistake.

Debug AI with shared KB. One bug fixed = everyone benefits. KB hit 4ms free, new analysis $0.05.

GitLab MCP server with 44 tools for projects, MRs, pipelines, and more

38 optimized tools for managing Coolify infrastructure, diagnostics, and docs search

MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation

MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation

MCP Server for VictoriaTraces. Provides integration with VictoriaTraces API and documentation

MCP Server for vmanomaly - VictoriaMetrics anomaly detection

MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation

MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation

MCP Server for vmanomaly - VictoriaMetrics anomaly detection

MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.

Ed25519-signed receipts for every AI agent action. Local-first, verifiable, no server required.

AI-powered VMware vCenter/ESXi monitoring and operations with 20 MCP tools.

Read-only VMware vCenter/ESXi monitoring with 8 MCP tools. Code-level safety.

Validates AI infra code on real VMs. Self-corrects until it works. No containers, no sandboxes.