Spot.io MCP server
by arnstarnLet your AI look up and manage your Spot.io cloud clusters, costs, and instances for you.
AI Library · 4,609 MCP servers
MCP servers for operations
Operational Ontology MCP server
by gura105Lets your AI read business data and run rule-checked actions like cancelling orders, with an audit trail.
Heliograph MCP server
by dbhq-ukRun commands on machines you cannot log into, and get back a timestamped log of what happened.
CloudSealed MCP server
by cloudsealedLet your AI spot cloud cost spikes and risky systems, and tell you which ones are both.
Ratatosk MCP server
by garlicKim21Your AI can check CNCF release notes for security fixes, breaking changes, and deprecations that affect the versions you run.
Developer toolsResearchNo install
MRC Data MCP server
by meacheal-aiLets your AI look up verified Chinese apparel suppliers, fabrics and factory clusters, with checks that go beyond what suppliers claim.
AnalyticsNo install
SSH MCP server
by hypnosisLets your AI run commands and move files on your own servers over SSH, safely.
Aether-X Port Congestion MCP server
by belegante-byteAsk your AI about port congestion, ETA delays and freight volatility for major world ports.
Last9 MCP server
by last9Lets your AI read your real production logs, metrics, and traces from Last9 so it can help you debug.
Developer toolsAnalyticsNo install
OraClaw math tools for your AI
by WhatsonyourmindLets your AI run real math, forecasts, and risk checks instead of guessing at numbers.
llmprobe MCP server
by JwredeLet your AI check whether your LLM provider is healthy, fast, and responding before users notice problems.
P2Predict MCP server
by ahmed-khalil-hafsiAsk your AI what a part should cost, based on your own past purchase prices.
Lumino MCP server
by spre-sreLets your AI check Kubernetes and OpenShift clusters, debug Tekton pipelines, and spot problems early.
DecisionMatrix MCP server
by inity13Lets your AI rank options against weighted criteria and show the math behind the winner.
AnalyticsNo install
opsgate MCP server
by polymatxLet your AI check and safely manage your servers, with your approval before anything changes.
Predictive Maintenance MCP server
by LGDiMaggioLet your AI read vibration signals, spot bearing faults, and write diagnostic reports with ISO-cited severity.
vLLM ops health MCP server
by jaimenbellAsk your AI whether your local vLLM server is really alive, how the GPU is doing, and what launch flags it is running with.
dotnet-diagnostics MCP server
by aayushmdesaiAsk your AI to check a running .NET app for memory leaks, GC pressure and thread problems.
Easypanel MCP server
by helbertparanhosLets your AI manage your Easypanel server: deploy apps, read logs, change settings, all by asking in plain words.
Inspektor Gadget MCP server
by inspektor-gadgetLet your AI peek inside your Kubernetes cluster to find why pods, DNS or network connections are misbehaving.
Higress OPS MCP server
by higress-groupLets your AI read and change settings on a Higress gateway for you, in plain chat.
infrabroker MCP server
by luisgfLet your AI run commands on your servers and clusters without ever seeing a password or key.
Server Ops MCP server
by GT-dinuoLet your AI check server health, read logs, edit project files, and manage Nginx and certificates for you.
RootPilot SSH Diagnose MCP server
by Easton-OULet your AI safely peek at your Linux or Docker servers over SSH and read back the clues it finds.