100 devops MCP servers. Those with live runtime data are ranked first by behavioral trust score (success rate, latency, uptime, per-reporter influence capping — not GitHub stars); servers not yet observed answering requests are shown UNRATED rather than given a fabricated score.
Before your agent invokes any of these, run a free pre-flight check: GET /v1/preflight?target={server_url} — it returns a verdict and a signed diligence receipt. Or gate calls automatically with the trust-check SDK (npm/PyPI: dominion-trust-check).
FAQ
What is the best devops MCP server in 2026?
No devops MCP server has enough live runtime data yet to rank by behavioral trust — servers in this category are currently shown unrated rather than given a fabricated score. Check any server's live status at /api/drift, or run a pre-flight trust check before invoking it.
How are devops MCP servers ranked?
Rankings use Dominion Observatory's behavioral trust score: real agent-reported success rates, latency distributions, and uptime — with per-reporter influence capping so no single source can dominate a score. Servers with no runtime data are UNRATED and excluded, never given a fabricated score.
How many devops MCP servers are tracked?
Dominion Observatory tracks 179 servers in the devops category; the 100 with behavioral trust data are ranked here. Check any server before invoking it at /v1/preflight.