I want to find out why production is broken
Servers for Sentry, Datadog, Grafana, and other monitoring tools. Your agent parses traces and metrics to locate root causes.
MCP servers for this
- MCP server
- Official

Grafana MCP server
Grafana
An MCP server giving access to Grafana dashboards, data and more.
3.6kActive- Runs locally
- Remote
- API key
Setup documented for Cursor, Claude Desktop- MCP server
- Official

Netdata
Netdata
Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.
81kActive- Remote
- API key
Setup documented for Claude Code, VS Code (GitHub Copilot), Cursor, Claude Desktop- MCP server
- Official

openstatus
Openstatus
Manage monitors, status pages, incidents and maintenances in your openstatus workspace.
9.2kActive- Remote
- API key
Setup documented for Cursor, ChatGPT, Claude Desktop- MCP server
- Official

OneUptime
OneUptime
Manage incidents, alerts, monitors, status pages, on-call and telemetry in OneUptime.
7.8kActive- Remote
- API key
- OAuth
Setup documented for Claude Code, VS Code (GitHub Copilot), Cursor, Claude Desktop- MCP server
- Official

Radar Kubernetes MCP Server
Skyhook
Kubernetes MCP server for diagnosis, resource management, GitOps, and RBAC-enforced operations.
3.9kActive- Runs locally
- No auth
- Free
- MCP server

MCP Server for WinDbg Crash Analysis
A Model Context Protocol server for Windows crash dump analysis using WinDbg/CDB
1.6kActive- Runs locally
- No auth
- Free
Setup documented for Claude Code, Cursor, Windsurf, Cline- MCP server
- Official

netdata (netdata-mcp)
Netdata
Netdata Agents (and soon Netdata Cloud) provide a Model Context Protocol (MCP) server that enables AI assistants like Claude or Cursos to interact with your infrastructure monitoring data.
81kActive- Runs locally
- Remote
- API key
Setup documented for Claude Code, Cursor, Claude Desktop, Gemini CLI- MCP server

WebPerf Snippets
WebPerf Snippets
Measure Core Web Vitals and debug web performance with 56 snippets in a headless Chromium
1.5kActive- Runs locally
- API key
Setup documented for Claude Code- MCP server
- Official

kubeshark
Kubeshark
Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.
12kActive- Runs locally
- No auth
- MCP server

Measure
Get to the root cause of mobile app crashes, errors & slow traces with Measure MCP
1.4kActive- Remote
- MCP server
- Official

Superlog
Superlog
Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents.
1.5kActive- Remote
- Freemium
- MCP server
- Official

mcp-victoriametrics
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
240Active- Runs locally
- API key
Setup documented for Claude Code, VS Code (GitHub Copilot), Codex, Cursor and 6 more- MCP server
- Official

Opik
Read and score Opik traces, experiments, datasets and prompts from your AI assistant.
225Active- Runs locally
- Remote
- API key
Setup documented for Claude Code, VS Code (GitHub Copilot), Codex, Cursor- MCP server

coolify
46 optimized tools for managing Coolify infrastructure, diagnostics, and docs search
616Active- Runs locally
- API key
Setup documented for Claude Code, Codex, Claude Desktop- MCP server

monitor
BetterDB
BetterDB MCP server - Valkey observability for Claude Code and other MCP clients
1.3kActive- Runs locally
- API key
Setup documented for Claude Code, Cursor, Windsurf- MCP server

Prometheus MCP Server
MCP server providing Prometheus metrics access and PromQL query execution for AI assistants
521Active- Runs locally
- API key
Setup documented for Claude Code- MCP server

watch-skill
Watch video and live sessions, keep timestamped evidence, and verify an agent's own work.
532Active- Runs locally
- MCP server

sentry-mcp
MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants
949Active- Runs locally
- Remote
- API key
- MCP server
- Official

mcp-victorialogs
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
106Active- Runs locally
- API key
Setup documented for Claude Code, VS Code (GitHub Copilot), Codex, Cursor and 4 more- MCP server

maintenant
Docker monitoring for AI agents: logs, history, alerts. Can ack alerts; never touches containers.
531Active- Runs locally
- Remote
Setup documented for OpenCode- MCP server

Oxynote
Self-hosted team docs with live Prometheus charts. Read, write and query your docs over MCP.
412Active- Remote
- MCP server

Betterlytics
Query your Betterlytics web analytics from AI agents: traffic, funnels, journeys, errors, uptime.
180Active- Remote
- API key
- MCP server

VictoriaMetrics MCP server
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
240Active- Runs locally
- API key
Setup documented for Claude Code, VS Code (GitHub Copilot), Codex, Cursor and 6 more- MCP server

homebutler
Tells an agent what changed on a server since it last looked - status, Docker, backups, Proxmox.
309Active- Runs locally
Skills for this
- Skill

root-cause-tracing
An agentic skills framework & software development methodology that works.
307kActive- Skill
- Official

google-cloud-networking-observability
Google Cloud
Investigates Google Cloud networking issues by analyzing GCP logs, metrics, and diagnostics. Use when investigating dropped network traffic, packet drops, drop reasons, VPC Flow Logs (including Private Service Connect / PSC, serverless / App Engine Direct VPC, and cost estimation), NAT, firewall…
22kActive- No scripts
- Needs network
- Skill
- Official

google-cloud-waf-operational-excellence
Google Cloud
Generates operational guidance for CI/CD deployment pipelines, observability, monitoring, logging, and incident management on Google Cloud based on the design principles and recommendations in the Operational Excellence pillar of the Google Cloud Well-Architected Framework (WAF). Use when the user…
22kActive- No scripts