83 agent tools in this category, ranked by GitHub stars for now. Hands-on test results will replace this ranking as they finish.
The three most-starred tools here. Not tested together yet.
Query OpenTelemetry logs, traces and metrics from a self-hosted OTLP dashboard
oci:ghcr.io/adiakys/otlpdashboard:26.11Governed Proxmox VE VM/container ops — 43 MCP tools with audit, budget, undo & risk-tier guards.
pypi:proxmox-aiopsRead-only access to Tideways PHP performance monitoring: performance, issues, traces, history.
npm:tideways-mcp-server| Tool | Stars | Last update | License | |
|---|---|---|---|---|
| OtlpDashboard Query OpenTelemetry logs, traces and metrics from a self-hosted OTLP dashboard MCP serverGitHub-verified authorLocal · Docker | 18 | GPL-3.0 | ||
| Proxmox AIops Governed Proxmox VE VM/container ops — 43 MCP tools with audit, budget, undo & risk-tier guards. MCP serverGitHub-verified authorLocal · PyPI | 5 | MIT | ||
| Tideways Read-only access to Tideways PHP performance monitoring: performance, issues, traces, history. MCP serverGitHub-verified authorLocal · npm | 3 | MIT | ||
| Scouter MCP Query Scouter APM (objects, counters, XLog transactions) over stdio via a Scouter collector. MCP serverGitHub-verified authorLocal · MCPB | 2 | Apache-2.0 | ||
| Container Host AIops Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded writes. 38 tools. MCP serverGitHub-verified authorLocal · PyPI | 1 | MIT | ||
| MCP Trace Query OpenTelemetry traces from agent runs through MCP. MCP serverGitHub-verified authorLocal · PyPI | 1 | MIT | ||
| mcp-trace-inspector Read local agent-run JSONL traces through MCP for failures, approvals, and run comparisons. MCP serverGitHub-verified authorLocal · PyPI | 1 | MIT | ||
| SpanHound Capture local agent traces and inspect failures, approvals, and run comparisons. MCP serverGitHub-verified authorLocal · PyPI | 1 | MIT | ||
| TrueNAS AIops Governed TrueNAS SCALE storage ops — 25 MCP tools with audit, budget, undo guards. MCP serverGitHub-verified authorLocal · PyPI | 1 | MIT | ||
| ai.getvda/dynamic-health-monitor Give it one seed; it finds every service and checks HTTP, TCP, SSL and DNS. MCP serverVerified domain · getvda.aiRemote | — | — | ||
| ai.getvda/kafka-and-postgres-monitoring-stack Kafka and Postgres Monitoring Stack MCP serverVerified domain · getvda.aiRemote | — | — | ||
| Alchemist Cloud Tickets Dispatch and track Alchemist Cloud tickets, watch deploys, read logs, and query your project DB. MCP serverVerified domain · chipp.aiRemote | — | — | ||
| app.internetmonitor/internet-monitor Ask your AI about your internet: uptime, outages and latency from Internet Monitor for Mac. MCP serverVerified domain · internetmonitor.appLocal · MCPB | 0 | — | ||
| app.openuptime/mcp Manage uptime monitors, incidents and status pages from any MCP client. MCP serverVerified domain · openuptime.appRemote | — | — | ||
| AxoWatch Uptime, page speed, app errors and user-flow runs for your sites, plus fix tasks for coding agents. MCP serverVerified domain · axowatch.comRemote | — | — | ||
| BadgerBell Uptime monitoring and status pages: set up monitors, read incidents, draft status updates. MCP serverVerified domain · badgerbell.comRemote | — | — | ||
| Bitmovin Observability MCP Query and analyse your data from Bitmovin Observability MCP serverVerified domain · analytics.mcp.bitmovin.comRemote | — | — | ||
| Chipp Observability Chipp: a deployed project's database (read), logs, errors, analytics, CI status, custom actions. MCP serverVerified domain · chipp.aiRemote | — | — | ||
| co.vantaj/mcp-server Vantaj uptime monitoring via MCP - manage monitors, heartbeats, incidents, and status pages. MCP serverVerified domain · vantaj.coRemote | — | — | ||
| com.argosvix/server Observability MCP server: query LLM cost/errors/latency & operate alerts/evals from Claude/Cursor MCP serverVerified domain · argosvix.comLocal · npm | — | — | ||
| com.bluecat/livenxmcp LiveNX Network Observability MCP Server MCP serverVerified domain · bluecat.comLocal · Docker | — | — | ||
| com.bluecat/livewiremcp LiveAction LiveWire MCP Server MCP serverVerified domain · bluecat.comLocal · Docker | — | — | ||
| com.edgethirteen.www/meterkit Drop-in usage credit ledger plus current Stripe Billing Meter Events integration for Next.js. MCP serverVerified domain · www.edgethirteen.comRemote | — | — | ||
| com.googleapis.monitoring/mcp Gain visibility into the performance, availability, and health of your apps and infrastructure. MCP serverVerified domain · monitoring.googleapis.comRemote | — | — | ||
| com.hyperping/hyperping Uptime, API and server monitoring with outages, reporting, on-call and status pages. MCP serverVerified domain · hyperping.comRemote | — | — | ||
| com.mambabuilt/mcp-server-change-health-monitor Checks MCP servers for uptime and tool changes since the last run, breaking changes marked MCP serverVerified domain · mambabuilt.comLocal · npm | — | — | ||
| com.mcparmory/datadog Monitor infrastructure, manage agents and deployments, track metrics, logs, and events MCP serverVerified domain · mcparmory.comLocal · PyPI | — | — | ||
| com.mcparmory/rootly Manage incident alerts, events, and workflows with custom automations MCP serverVerified domain · mcparmory.comLocal · PyPI | — | — | ||
| com.mcparmory/sentry Track errors, manage performance alerts, and configure dashboards and monitors MCP serverVerified domain · mcparmory.comLocal · PyPI | — | — | ||
| com.mintmcp/gcal A MCP server that works with Google Calendar to manage event listing, reading, and updates. MCP serverVerified domain · mintmcp.comRemote | — | — | ||
| com.mintmcp/outlook-calendar A MCP server that works with Outlook Calendar to manage event listing, reading, and updates. MCP serverVerified domain · mintmcp.comRemote | — | — | ||
| com.pingvera/monitoring Client-website monitoring for agencies: uptime, incidents, SSL/domain expiry, server metrics. MCP serverVerified domain · pingvera.comRemote | — | — | ||
| Condux error monitoring Read your Condux issues, events and stack traces (deminified with source maps). Triage optional. MCP serverVerified domain · condux.aiRemote | — | — | ||
| Coralogix Query logs, metrics, traces, dashboards and alerts on the Coralogix platform. MCP serverVerified domain · coralogix.comRemote | — | — | ||
| Cortex RMCP Self-hosted homelab log intelligence over MCP, CLI, and REST with SQLite/FTS. MCP serverVerified domain · dinglebear.aiLocal · npm | — | — | ||
| Cortex RMCP Rust MCP server for homelab logs, syslog, Docker logs, FTS search, and AI transcript correlation. MCP serverVerified domain · dinglebear.aiLocal · npm | — | — | ||
| CronObserver Know when cron jobs and AI agents stop running: monitors, check-ins, incidents and runbooks. MCP serverVerified domain · cronobserver.comRemote | — | — | ||
| CronPulser Manage CronPulser from an AI agent: HTTP, Runner and TLS jobs, alerts, Runners and run history. MCP serverVerified domain · cronpulser.comRemote | — | — | ||
| Crontap Manage scheduled requests, uptime monitors and heartbeats from your AI assistant. MCP serverVerified domain · crontap.comRemote | — | — | ||
| DebugBundle DebugBundle MCP: runtime error reporting, incident response, health checks, and product analytics. MCP serverVerified domain · debugbundle.comLocal · npm | — | — | ||
| FlareWarden Check if a site or service like Stripe is down, and monitor your sites, cron jobs and status pages. MCP serverVerified domain · flarewarden.comRemote | — | — | ||
| FrontierStack by Enfour, Inc. Enfour, Inc. FrontierStack (www.frontierstack.app): Mac and server health, logs, restarts. MCP serverVerified domain · frontierstack.appRemote | — | — | ||
| Hitsteps Analytics and Operations AI access to Hitsteps analytics, live visitors, uptime, goals, alerts, and chats. MCP serverVerified domain · hitsteps.comRemote | — | — | ||
| Infrly Read-only access to your Infrly services, deploys, logs, metrics and billing. MCP serverVerified domain · getinfrly.comRemote | — | — | ||
| Instatus Status pages, incidents, monitors, uptime, maintenance and on-call on Instatus. MCP serverVerified domain · instatus.comRemote | — | — | ||
| io.github.HewlettPackard/greenlake-audit-logs-mcp HPE GreenLake audit-logs MCP Server MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| io.github.HewlettPackard/greenlake-reporting-mcp HPE GreenLake reporting MCP Server MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| io.github.HewlettPackard/greenlake-users-mcp HPE GreenLake users MCP Server MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| Is It Down API (60SecMonitor) Is this vendor down? Pay-per-call status for 1,400+ SaaS/cloud vendors, up to 25 per call (x402). MCP serverVerified domain · api.isitdownapi.comRemote | — | — | ||
| Jungle Cleaner Lowers your AWS bill by helping you clean up and optimize your setup MCP serverVerified domain · junglecleaner.comRemote | — | — | ||
| LogBrew Read LogBrew errors, slow traces, logs, and product analytics, and triage issues with consent. MCP serverVerified domain · logbrew.coRemote | — | — | ||
| Loggerhead Read the logs, metrics, and traces of the app you are editing, from the Loggerhead Mac app. MCP serverVerified domain · getloggerhead.comLocal · MCPB | — | — | ||
| Lumber Search your Lumber logs and wait for new errors, decrypted on your own computer. Read-only. MCP serverVerified domain · infinitetoken.comLocal · npm | — | — | ||
| MCP health — MCP directory health check diagnostics Diagnoses whether an MCP server is reachable, by live HTTP probe. MCP serverVerified domain · mcp-health.rowb.appRemote | — | — | ||
| MCP Scan — weekly registry health scans Weekly scans of MCP servers for availability and consistency, with a public dashboard. MCP serverVerified domain · mcp-scan.rowb.appRemote | — | — | ||
| Merlonix Monitoring Monitoring for agencies — uptime, SSL, DNS, blocklists, AI visibility, MCP health. 8 no-auth tools. MCP serverVerified domain · merlonix.comRemote | — | — | ||
| Monitors Monitores, incidentes, jornadas e páginas de status MCP serverVerified domain · myinfrastructure.clickRemote | — | — | ||
| mttrly AI-powered incident management and server monitoring via MCP. MCP serverVerified domain · mttrly.comRemote | — | — | ||
| Nahook Manage Nahook webhooks from your AI client: endpoints, deliveries, retries, environments. MCP serverVerified domain · nahook.comRemote | — | — | ||
| NAIF Gravity Diagnostic — Free MCP/API/Webhook Triage Free MCP, API auth, webhook and schema diagnostics with bounded checks and safe quote routing. MCP serverVerified domain · naifgravity.comRemote | — | — | ||
| NestJS Observe Production telemetry for NestJS apps: traces, errors, regressions, jobs and alerts. MCP serverVerified domain · nestjs.comRemote | — | — | ||
| Netmon Query devices, alerts, syslog, Suricata IDS, NetFlow and captures on your Netmon appliance. MCP serverVerified domain · netmon.comLocal · MCPB | — | — | ||
| Netmon (demo) Public read-only demo of Netmon's network monitoring tools over a recorded snapshot. MCP serverVerified domain · netmon.comRemote | — | — | ||
| New Relic MCP Server Access New Relic observability data through MCP - query metrics, logs, traces, entities, and more MCP serverVerified domain · newrelic.comRemote | — | — | ||
| Nvivio Read your cookieless, EU-hosted web analytics: visitors, sources, pages, goals and live. Read-only. MCP serverVerified domain · nvivio.comRemote | — | — | ||
| Okokumo Uptime, cron/heartbeat, TLS and domain expiry monitoring, EU-hosted. Same access as the REST API. MCP serverVerified domain · okokumo.comRemote | — | — | ||
| OneUptime Manage incidents, alerts, monitors, status pages, on-call and telemetry in OneUptime. MCP serverVerified domain · oneuptime.comRemote | — | — | ||
| Opservo Read-only server insight: why a Linux server or K8s cluster is slow, failing or changed. MCP serverVerified domain · getopservo.comRemote | — | — | ||
| OpsKitty Uptime checks for sites and APIs, status pages, cron heartbeats, Lighthouse and SEO audits. MCP serverVerified domain · opskitty.comRemote | — | — | ||
| OutageDeck Live status for 172 cloud and SaaS vendors from their official feeds. Is it you, or is it them? MCP serverVerified domain · outagedeck.comRemote | — | — | ||
| Paw Pulse Heartbeat and tokens/sec monitoring for self-hosted LLM servers (Ollama etc.), with down alerts. MCP serverVerified domain · dougalpaw.comRemote | — | — | ||
| PingDeck Uptime Monitoring Check if a website is up, SSL expiry and DNS. 24/7 uptime monitors. No account for a check. MCP serverVerified domain · getpingdeck.comRemote | — | — | ||
| Pingfyr Schedule reminders for AI agents via email, webhook, Slack, Discord, Telegram, or Google Calendar. MCP serverVerified domain · pingfyr.comRemote | — | — | ||
| PingWise Uptime monitoring: read monitors, incidents and response times; create and change monitors. MCP serverVerified domain · pingwise.comRemote | — | — | ||
| Resolve Investigate alerts, run root-cause analysis, and ask production questions with Resolve. MCP serverVerified domain · resolve.aiRemote | — | — | ||
| Revelara Reliability intelligence: production incidents, risk register, controls catalog, knowledge graph. MCP serverVerified domain · revelara.aiRemote | — | — | ||
| Sereno A cron job monitor your AI agent sets up and can ask why a job failed. Free for up to 200 checks. MCP serverVerified domain · asksereno.comRemote | — | — | ||
| Signal Beam Server-side conversion tracking: check setup, read attribution and events, propose changes. MCP serverVerified domain · signalbeam.coRemote | — | — | ||
| Talaria Errors, traces, replays and logs from Talaria for coding agents. MCP serverVerified domain · newtalaria.comRemote | — | — | ||
| Tá Rodando Uptime monitoring and public status page: HTTP monitors, down/up alerts and incidents. MCP serverVerified domain · tarodando.com.brRemote | — | — | ||
| Uptimely Uptime monitoring: monitors, incidents, alerts, maintenance, on-call, status pages and telemetry. MCP serverVerified domain · getuptimely.comRemote | — | — | ||
| Wiv Automate FinOps workflows, cases, and cloud ops via the Wiv Workflow API. MCP serverVerified domain · wiv.aiRemote | — | — | ||
| Zuzia Monitor servers and websites with Zuzia: hosts, uptime, metrics, alerts, logs, services and tasks. MCP serverVerified domain · my.zuzia.appRemote | — | — |
Filters apply to the top 83 of 83 tools by stars. Full list for agents: cloud-observe.json