Mcp Gitlab
MCP server for using the GitLab API
975 servers in this category
MCPpedia tracks 975 devops MCP servers. 260 of them score at least 50 out of 100, and 153 clear 70 - about 16% of what has been published in this space. The remaining 715 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. io.github.vmware-skills/vmware-aiops (93) and io.github.zenml-io/mcp-zenml (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.
18 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. None currently carry an open CVE, though that is a snapshot - advisories are re-scanned daily.
Also see: Best DevOps MCP servers, Productivity, Developer Tools, Data, Finance
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MCP server for using the GitLab API
AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 61 MCP tools.
MCP server for discovering, reading, and changing ZenML resources with compact generic tools
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MCP server for managing Caddy web servers via the admin API
Designs, prices, and deploys AWS/GCP cloud infrastructure from plain-English requirements.
Model Context Protocol Server for Komodo (Container Manager)
Full Datadog API access: monitors, logs, metrics, traces, dashboards, and observability tools
Deploy durable AI agents with Omnara, an open-source managed-agent platform.
MCP tool contracts for governed Plasius asset upload, generation, processing, review, promotion, rollback, and manifest lookup.
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Map local domains (and HTTPS) to apps on local ports, OS-wide, via /etc/hosts and a reverse proxy.