Monitoring and observability MCP servers for logs, metrics, traces and error tracking: let an AI assistant investigate incidents with real data. 699 servers in this category.
Lets AI agents query, inspect, and modify data and indexes in Couchbase clusters and Operational Insights.
$claude mcp add mcp-server-couchbase -- uvx couchbase-mcp-server
Lets an AI client pull Scout APM endpoint metrics, traces, error groups, and N+1 insights to diagnose and fix performance problems.
$claude mcp add scout-mcp-local -- uvx scout-mcp-local
Lets an AI client run WinDbg crash dump triage, user-mode remote debugging, and kernel debugging through cdb.exe and kd.exe.
$claude mcp add mcp-windbg -- uvx mcp-windbg
Allows AI agents to query and manage Zabbix monitoring data, including hosts, triggers, problems, and maintenance periods.
$claude mcp add zabbix-mcp -- uvx zabbix-mcp
Lets an AI client query and control Home Assistant entities, automations, history, logs, and Lovelace dashboards.
Lets an AI client query Wazuh SIEM alerts, agents, vulnerabilities and compliance data, and dispatch active responses.
Connect AI assistants to Dynatrace to query observability data, analyze problems, and manage infrastructure through domain-specific skills.
$claude mcp add --transport http dynatrace-for-ai https://{environment_id}.apps.dynatrace.com/platform-reserved/mcp-gateway/v0.1/servers/dynatrace-mcp/mcp
Lets an AI client query Search Console search analytics, compare periods, inspect URLs, and manage sitemaps.
$claude mcp add google-search-console-mcp -- uvx google-search-console-mcp
Enables AI clients to parse, search, and debug log files across multiple formats using specialized tools for error extraction and sensitive data scanning.
$claude mcp add log-analyzer-mcp -- uvx codesdevs-log-analyzer
Lets AI clients query and manage Ubiquiti UniFi Network, Protect, and Access controllers through MCP tools.
Lets an AI client read Opik traces, log scores, and manage prompt versions in an LLM observability workspace.
$claude mcp add opik-mcp -- uvx opik-mcp
Lets an AI client check emails and domains against known data breaches, view breach analytics, and browse breach metrics.
$claude mcp add --transport http xposedornot-api https://api.xposedornot.com/mcp
Lets AI assistants inspect a PostgreSQL database read-only for slow queries, locks, bloat, VACUUM, indexes, replication, and WAL.
Lets an AI client manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans and safe command execution.
$claude mcp add servonaut -- uvx servonaut
Lets AI clients investigate threats, run SOAR actions, query Google Threat Intelligence, and audit cloud security findings in Google SecOps.
Allows an AI client to perform read-only monitoring and correlation of VMs, hosts, datastores, and events across VMware vCenter and ESXi infrastructure.
$claude mcp add vmware-monitor -- uvx vmware-monitor
Lets an AI agent inspect ROS2 graphs, recorded bag files, and the underlying DDS layer for debugging and monitoring.
$claude mcp add topicforge -- uvx topicforge
Connects AI agents to CrowdStrike Falcon so they can query detections, threat intelligence, hosts, and vulnerabilities.
$claude mcp add falcon-mcp -- uvx falcon-mcp
Lets AI agents query a Spark History Server to investigate jobs, stages, and failures and compare applications.
Let an AI client manage Proxmox VE VMs, containers, storage, clusters and more through 341 API tools.