Monitoring & Cloud · Monitoring
Monitoring MCP Servers
The best Monitoring MCP servers for Claude Code, Codex, Cursor & all other coding agents, ranked by real installs - agent skills, MCP servers and marketplaces tagged Monitoring, a focused slice of the broader Monitoring & Cloud category. Covers observability, logging and metrics and more.
What's in Monitoring
Monitoring collects 230 tools across MCP servers, led by OpenMetadata MCP, Kubeshark MCP and MCP Grafana, a focused part of the broader Monitoring & Cloud category. The list is updated automatically and ranked by real adoption - installs first, then GitHub stars.
Use the filters below to narrow by type, or open a stage hub to see these tools alongside everything else that stage needs.
2Agent Incident Relay MCPAgent Incident Relay MCP — Article 73 5-clock broadcaster. One incident → simultaneous signed reportMonitoring & Cloud-00
3Agent Infra MCP18 tools: agent memory, API drift detection, and HMAC-signed trust receiptsMonitoring & Cloud-00
4Agent Observability MCPAgent observability: structured logging, cost tracking, and compliance audit trailsMonitoring & Cloud-00
5Agent Token Budget MCPAgent Token Budget MCP — per-session spend cap with signed budget-exhausted attestations. Twin of bfMonitoring & Cloud-00
6Agentguard47 MCPRead-only MCP server for coding-agent traces, alerts, costs, usage, and budget health.Monitoring & Cloud-04
7Agentic Observability MCPAgent tracing, cost tracking, anomaly detection for LLM agentsMonitoring & Cloud-00
8Agentmonitorrelay MCPAI agent run monitoring with incident replay and SLA receipts.Monitoring & Cloud-00
9AgentWatch MCPMulti-agent observability: cascade failure detection, heartbeats, and forensic replayMonitoring & Cloud-00
11Air Q MCPMCP server for direct HTTP communication with air-Q air quality sensor devicesMonitoring & Cloud-00
12Air Q Cloud MCPMCP server for air-Q Cloud API — access air quality data from anywhereMonitoring & Cloud-00
13Airbrake MCPQuery Airbrake errors, notices, deploys, and project stats from MCP clientsMonitoring & Cloud-00
15Aiseo Audit MCPAudit web pages for AI search readiness (ChatGPT, Claude, Perplexity, Gemini).Monitoring & Cloud-05
16AIStatusDashboard MCP7 toolsRead-only MCP server for AIStatusDashboard status, incidents, metrics, and fallback recommendations.Monitoring & Cloud-00
17AnomalyArmor MCPData observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.Monitoring & Cloud-01
18Antigravityrunledger MCPRemote MCP for Antigravity agent run receipt MCP, structured receipts, audit logs, and reviewer-readMonitoring & Cloud-00
19Appsignal MCPMCP server for AppSignal — get alert details, search logs, and retrieve logs within time ranges.Monitoring & Cloud-076
20Artillery MCPMCP server for Artillery 2.x — full flags, Fargate, raw-text parser, project launcher (MIT)Monitoring & Cloud-00
21Atera MCPEvery Atera RMM + PSA endpoint, plus a local SQLite mirror that answers fleet-health, SLA, andMonitoring & Cloud-019
22Aurekai MCPAurekai MCP server for akai doctor, manifests, artifacts, feature queries, and runtime inspection.Monitoring & Cloud-00
23Aviation Weather MCP5 toolsFetch METARs, TAFs, PIREPs, and SIGMETs/AIRMETs from the NWS Aviation Weather Center.Monitoring & Cloud-01
26Braintrust MCPAI evaluation and observability platform — query experiments, logs, datasets, and prompts.Monitoring & Cloud-00
27Brand Monitor MCPMonitor domain expiry, SSL certs, and social handle availability across platforms.Monitoring & Cloud-00
28Bugfender MCPAccess Bugfender logs, crashes, devices, and user feedback from MCP-enabled clients.Monitoring & Cloud-00
29Buildpulse MCPBuildPulse CI test analytics for AI agents — flaky tests, coverage, and CI run history.Monitoring & Cloud-00
30Bzigo MCPBzigo smart trap: device status, detections, health, firmware and simulations via AI.Monitoring & Cloud-00
31Chron MCPTimestamped audit log for every AI conversation — stored locally in SQLite, owned by you.Monitoring & Cloud-00
32Ci1t MCPCI-1T prediction stability engine. Detect ghosts, evaluate drift, monitor fleets. 20 tools.Monitoring & Cloud-00
33Clara — Personal Clean Air Planner MCP2 toolsUK personal air quality advice and daily exposure assessment. Pairs with Hermes for live data.Monitoring & Cloud-00
34Clawmanagerfleet MCPA paid remote MCP for ClawManager, built to return verdicts, receipts, usage logs, and audit-ready JMonitoring & Cloud-00
35CLIO Chronolog MCPChronoLog MCP server implementation using Model Context ProtocolMonitoring & Cloud-026
39Cloudpulse MCPCross-cloud observability for AI agents. Covers AWS, GCP, Vercel, and Cloudflare.Monitoring & Cloud-01
40Container Tracking MCPContainer tracking MCP: vessel positions, demurrage risk, port congestion for Claude & ChatGPT.Monitoring & Cloud-00
41Coredash MCPReal User Monitoring for Core Web Vitals. Query LCP, INP, CLS field data from real visitors.Monitoring & Cloud-00
43Cpsc Recalls MCP3 toolsUS consumer product recalls from the CPSC — hazards, remedies, and affected products.Monitoring & Cloud-01
45Cronalert MCPManage CronAlert uptime monitors, check results, and incidents from any MCP client.Monitoring & Cloud-00
46Ctc Monitor MCPGlobal tech news from 500+ sources — China, SEA, India, MENA, Africa, LatAm, Europe.Monitoring & Cloud-00
47Data Observability MCPSQL data health analyzer and pipeline observability evaluator.Monitoring & Cloud-00
48Datadog MCPMonitor infrastructure, manage agents and deployments, track metrics, logs, and eventsMonitoring & Cloud-030
49Datadog MCPFull Datadog API access: monitors, logs, metrics, traces, dashboards, and observability toolsMonitoring & Cloud-05
52DevHelm MCPMonitor uptime, manage incidents, configure alerting, and query dependency status via DevHelmMonitoring & Cloud-01
53Devops MCPUnified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and LokiMonitoring & Cloud-02
54Devops Status MCP7 toolsVendor status pages, TLS cert inspection, DNS propagation checks, and incident-response playbooks.Monitoring & Cloud-01
55Diffgrab MCPWeb page change tracking with structured diffs. markgrab + snapgrab integration.Monitoring & Cloud-00
56Divlens MCPReal-time system diagnostics for AI agents — CPU, RAM, disk, network, hardware health. 17 tools.Monitoring & Cloud-07
57Dobby MCPConnect, monitor, and control AI agents — tasks, approvals, schedules, and governance.Monitoring & Cloud-00
58Domain Monitor MCPQuery domain expiration data from domain-monitor.io via AI assistants like Claude.Monitoring & Cloud-01
60Downdetector MCPCheck service status and outage information via Downdetector.Monitoring & Cloud-02
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Monitoring tools - common questions
What are Monitoring MCP servers for Claude Code?
Monitoring MCP servers teach Claude Code, Codex, Cursor and other coding agents to handle Monitoring work - observability, logging and metrics and more. A focused, ranked slice of the broader Monitoring & Cloud category across skills, MCP servers and marketplaces, each installable with one command.
How do I install a Monitoring skill?
Copy the one-line install command shown on any listing - for example npx skills add https://github.com/owner/repo --skill name. It's instantly available in your next Claude Code, Codex or Cursor session.
Which Monitoring MCP servers are covered?
observability, logging and metrics and more - every Monitoring listing across skills, MCP servers and marketplaces, ranked by installs and GitHub stars, never paid placement.