Application monitoring MCP servers

A server here logs, uptime, errors, alerts or incidents of running software.

Not here: security threats and website traffic.

634servers
261 remote373 localTagged by Odel's AI, which can make mistakes
By GitHub stars, at most two per publisher
  1. Number 1: Netdata@netdata/mcp-serverReal-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.80,852 GitHub stars.
  2. Number 2: openstatus@openstatus/mcpManage monitors, status pages, incidents and maintenances in your openstatus workspace.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.9,179 GitHub stars.
  3. Number 3: Grafana@grafana/mcp-grafanaAn MCP server giving access to Grafana dashboards, data and more.3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.3,548 GitHub stars.

Best fit

396 made for this, ranked by starsRemoteLocal
  1. Superlog @superlog/superlogOpen-source agent that observes and fixes your application. Query logs, traces, metrics, incidents.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.1,460 GitHub stars.
  2. Measure @measure/measureGet to the root cause of mobile app crashes, errors & slow traces with Measure MCP6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.1,407 GitHub stars.
  3. Monitor @betterdb-inc/monitorBetterDB MCP server - Valkey observability for Claude Code and other MCP clients3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1,304 GitHub stars.
  4. Sentry @getsentry/sentry-mcpMCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.928 GitHub stars.
  5. Next Devtools @vercel/next-devtools-mcpNext.js development tools MCP server with stdio transport2% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.826 GitHub stars.
  6. Coolify @stumason/coolify46 optimized tools for managing Coolify infrastructure, diagnostics, and docs search4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.611 GitHub stars.
  7. Prometheus MCP Server @pab1it0/prometheus-mcp-serverMCP server providing Prometheus metrics access and PromQL query execution for AI assistants4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.518 GitHub stars.
  8. Linux @rhel-lightspeed/linux-mcp-serverMCP server for read-only Linux system administration, diagnostics, and troubleshooting6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.317 GitHub stars.
  9. Homebutler @higangssh/homebutlerTells an agent what changed on a server since it last looked - status, Docker, backups, Proxmox.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.300 GitHub stars.
  10. VictoriaMetrics @victoriametrics-community/mcp-victoriametricsMCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.237 GitHub stars.
  11. VictoriaMetrics @victoriametrics/mcp-victoriametricsMCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation2% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.237 GitHub stars.
  12. HomeLab Monitor @sikamikanikobg/homelab-monitorSelf-hosted homelab dashboard with a built-in read-only MCP server (hosts, Docker, GPU, services).4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.217 GitHub stars.
  13. LastSaaS @jonradoff/lastsaasRead-only admin MCP server for LastSaaS — dashboards, users, tenants, billing, logs, health.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.173 GitHub stars.
  14. Dynatrace @dynatrace/dynatrace-for-aiConnect AI assistants to Dynatrace to query observability data and analyze problems.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.161 GitHub stars.
  15. Dynatrace @dynatrace-oss/dynatrace-mcp[DEPRECATED] Dynatrace MCP Server. Migrate to dynatrace-for-ai or Dynatrace Remote MCP Server.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.137 GitHub stars.
  16. SigNoz MCP Server @signoz/signoz-mcp-serverSigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI assistants3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.126 GitHub stars.
  17. Prometheus MCP Server @tjhop/prometheus-mcp-serverAn API-complete MCP server to manage Prometheus-compatible backends.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.117 GitHub stars.
  18. VictoriaLogs @victoriametrics-community/mcp-victorialogsMCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.100 GitHub stars.
  19. VictoriaLogs @victoriametrics/mcp-victorialogsMCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.98 GitHub stars.
  20. Kibana @tocharianou/kibanaKibana MCP Server with dynamic API discovery and comprehensive Elastic Stack integration5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.84 GitHub stars.
  21. AppSignal @pulsemcp/appsignalMCP server for AppSignal — get alert details, search logs, and retrieve logs within time ranges.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.81 GitHub stars.

Also touches on Application monitoring

226 where it is one part of a bigger job