Monitoring servers pull errors, logs, metrics, and alerts into an agent's context. Narrow time ranges keep responses small, and read-only tokens keep paging rules out of the agent's hands. 561 published MCP servers match this ranking. The highest trust scores right now are Jarroba Tools · Logs at 55, SnapDeploy at 55, dashmetrics at 55. The order is the published trust score: registry record, license, maintenance, popularity, documentation, and security signals. Featured slots, when an editor sets them, are labeled and do not change the score. Best monitoring MCP servers is not a paid placement.
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Every server that matches this ranking, ordered by trust score.
Deploy Dockerized apps to Akash devnet with ShipDapp MCP build, deploy, update, and logs tools.
RegistryRemote
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
A paid remote MCP for CodeG, built to return verdicts, receipts, usage logs, and audit-ready JSON.
RegistryRemote
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
A live graph of your running system, code fused with OTel runtime, that your agent queries over MCP.
Registry
ALicense–QualityBMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 15 days ago. Down one letter for 129 open issues against 21 stars.
Inspect and control Asterisk (AMI) and FreeSWITCH (ESL) PBX servers from your AI assistant.
Registry
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 12 days ago.
AI cost tracking: 11 tools for spend, budgets, and Claude Code + Cursor + Cline costs
Registry
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 16 days ago.
Connect Claude to WordPress safely: signed requests, scoped keys, approvals, logs, snapshots.
Registry
CLicenseDQualityAMaintenanceLicense: C. GPL-2.0 is a strong copyleft license: derived works must use the same license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 12 days ago.
From first signal to satellite evidence: live world-event intelligence and collection planning.
RegistryRemote
ALicenseAQualityAMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: A. 95/100 for listing completeness. Lost points: short summary.Maintenance: A. Last commit or release 11 days ago.
Task-shaped Zabbix access for AI agents: problems, host triage, metrics, maintenance windows.
Registry
ALicenseDQualityAMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release yesterday.
Query OTel traces across Jaeger, Tempo, Traceloop, Datadog, Sentry, X-Ray, New Relic, Honeycomb.
Registry
ALicenseDQualityBMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: D. 43/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: B. Last commit or release 7 days ago. Down one letter for 22 open issues against 0 stars.
Ask an agent why a PHP site is slow: every request with its SQL, HTTP calls, errors and N+1.
RegistryRemote
ALicenseDQualityBMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: B. Last commit or release 44 days ago.
SutramX uptime monitoring: monitors, check results, incidents, status pages and uptime/SLO reports.
Registry
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 6 days ago.
Read-only Grafana Loki for AI agents: label discovery, bounded LogQL queries, counts, exports
Registry
ALicenseDQualityBMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: B. Last commit or release 37 days ago.
Open source device layer for AI agents: control mobile, web, TV, and desktop apps over MCP
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
AI-powered SRE observability for Kubernetes/OpenShift with 40+ Tekton debugging tools
Registry
ALicenseDQualityCMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: C. Last commit or release 2 months ago. Down one letter for 92 open issues against 11 stars.
Unofficial MCP server for the Polish Fitatu app. Search foods and manage meals, recipes, and logs.
Registry
ALicense–QualityAMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 9 days ago.
Projects, estimates, daily logs and invoices in Contractor Foreman.
RegistryRemote
DLicenseDQualityAMaintenanceLicense: D. PolyForm Noncommercial License 1.0.0 is source-available, not open source: use is restricted.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 11 days ago.
Transparent audit proxy for MCP servers: logs every tool call, flags poisoning and rug pulls.
Registry
ALicense–QualityAMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: A. Last commit or release 15 days ago.
Read-only admin MCP server for LastSaaS — dashboards, users, tenants, billing, logs, health.
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Full website health audit — SSL, DNS, DMARC/SPF/DKIM, performance, uptime, links
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Self-healing proxy for MCP servers with retry, circuit breaker, and observability
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
Agent observability: structured logging, cost tracking, and compliance audit trails
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
MCP server for querying logs from observability platforms with unified search and tracing
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
A Model Context Protocol (MCP) server for Prometheus monitoring
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
A Model Context Protocol (MCP) server for Prometheus Alertmanager
Registry
–License–Quality–MaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
