netdata/netdata A MCP Server Official Active
netdata/netdata
Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections
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Monitoring
70 MCP servers and agent skills in the Monitoring category, ranked by quality score.
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grafana/mcp-grafana A MCP Server Official Active
grafana/mcp-grafana
Search dashboards, investigate incidents and query datasources in your Grafana instance
VictoriaMetrics-Community/mcp-victoriametrics A MCP Server Official Active
VictoriaMetrics-Community/mcp-victoriametrics
Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances
inspektor-gadget/ig-mcp-server C MCP Server Active
inspektor-gadget/ig-mcp-server
Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.
last9/last9-mcp-server C MCP Server Active
last9/last9-mcp-server
Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster
metoro-io/metoro-mcp-server C MCP Server Official Maintained
metoro-io/metoro-mcp-server
Query and interact with kubernetes environments monitored by Metoro
kascada/logmcp C MCP Server Active
kascada/logmcp
Read-only log access for AI assistants over HTTPS. Whitelist log files on your Linux server; AI can search and read them without shell access. Token-authenticated, syslog-audited.
edgedelta/edgedelta-mcp-server C MCP Server Official Maintained
edgedelta/edgedelta-mcp-server
Interact with Edge Delta anomalies, query logs / patterns / events, and pinpoint root causes and optimize your pipelines.
tickstem/mcp C MCP Server Active
tickstem/mcp
HTTP uptime monitoring, heartbeat (dead-man's switch) monitoring, cron job scheduling, and email verification. Single API key, per-tool quota tracking. Install: `go install github.com/tickstem/mcp/cmd/tsk-mcp@latest`.
Jwrede/llmprobe D MCP Server Maintained
Jwrede/llmprobe
Synthetic monitoring for LLM inference endpoints. Measure TTFT, latency, throughput, and errors across OpenAI, Anthropic, Google, Azure, Bedrock, and local servers (vLLM, SGLang, Ollama). CLI + MCP server with Prometheus and OpenTelemetry export.
seekrays/mcp-monitor D MCP Server Inactive
seekrays/mcp-monitor
A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.（support CPU、Memory、Disk、Network、Host、Process）
Sudhan30/freshprobe D MCP Server Stale
Sudhan30/freshprobe
Data freshness verification for AI agents. Probes endpoints for HTTP cache staleness, latency percentiles, content fingerprinting, TLS health, DNS timing, and redirect chains. Returns deterministic FRESH/STALE/UNKNOWN verdicts with NIST AI RMF mapping. CLI + MCP server + HTTP API with Prometheus metrics and YAML policy engine.
incu6us/loki-mcp-server D MCP Server Stale
incu6us/loki-mcp-server
An MCP server for querying Grafana Loki directly with a discovery-first workflow — labels, values, series, and LogQL queries without requiring Grafana.