Mcp Gitlab
MCP server for using the GitLab API
AWS, GCP, Azure, Docker, Kubernetes — MCP servers for managing cloud resources from your AI assistant.
MCPpedia tracks 1,775 cloud and DevOps MCP servers. 278 of them score at least 50 out of 100, and 128 clear 70 — about 7% of what has been published in this space. The remaining 1,497 are thinner: registry entries with no description, no published tool schema, or no commit in the last year. They are all still listed here, because knowing a server exists and is unmaintained is worth as much as knowing a good one exists.
MCP GitLab leads the list at 96/100. Observability MCP (94) and Komodo MCP Server (93) follow. Every score is the same five weighted inputs: security (CVE scanning, tool-poisoning detection, and whether the server authenticates at all), maintenance (commit recency, release cadence, and download trend), documentation, client compatibility, and token efficiency — how much of your context window the tool definitions consume before you have asked anything.
39 of these servers are published by the vendor behind the underlying API rather than by a third party, which is usually the difference between an integration that tracks upstream changes and one that quietly stops working. 1 currently carry an open CVE; those are flagged on the server's own page with the advisory and its severity.
Also see: Best Cloud servers, Best DevOps servers, Developers, Data Engineering, Productivity
Last updated
MCP server for using the GitLab API
MCP Server for GCP environment for interacting with various Observability APIs.
MCP server for Komodo - manage Docker containers, servers, stacks, and deployments via AI
💫 Tachyon MCP Runtime for Java and Kotlin - Model Context Protocol (MCP) server with Streamable HTTP, native Netty transports, tools, tasks, resources, prompts, completions, resumable sessions, and stateless deployment support.
Deploy and manage blockchain nodes across 70+ protocols, search docs, request testnet funds.
Evidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D1
Access Dynatrace observability data: logs, metrics, problems, vulnerabilities via DQL and Davis AI
MCP server for ZenML - browse stacks, pipelines, runs, artifacts & trigger pipeline runs via API
A Unified MCP Server Management App (MCP Manager).
MCP server for Dynatrace Managed to access logs, events, and metrics.
CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and query Event Gateway resources (sources, connections, destinations, events), run the MCP server for AI agents. Free for dev.
Azure DevOps boards, repos, pipelines & projects for AI agents — governed.
Manage BlazingCDN from AI agents: CDN zones, cache, metrics, domains, cloud storage and video CDN
A Model Context Protocol (MCP) server for Uptime Kuma version 2.
Model Context Protocol Server for Komodo (Container Manager)
Model Context Protocol server enabling AI assistants (Claude, ChatGPT) to manage Jamf Pro through natural language. Search devices, deploy policies, execute scripts, manage profiles, and generate compliance reports using conversational queries.
The API-change deploy gate for AI coding agents. Read-only breaking-change detection.
Generate and edit AWS, Azure, GCP and Kubernetes architecture diagrams as editable draw.io files.
Upload, organize, search, and transform images, videos, and files with AI-powered tools.
Manage authorized ZynoHosting sites, files, deployments, and downloads through local stdio.