Skill · Optional
Best matchdiagnosing-bugs
Provides structured evidence-based diagnosis when the cause is uncertain.
Recommended when evidence-backed diagnosis rather than urgent containment.
471K installs · View skill ↗
Find My MCP · Decision results
Find My MCP
Match order reflects deterministic task and capability evidence, not a new editorial Ranking. Selected remains an editorial recommendation; Watchlist remains a candidate, not a recommendation.
What are you trying to do?
Recommended workflow
Debug a production incident
Context impact
Grafana Cloud MCP · 92 tools · ~18.4k schema tokens · Approx. estimate
Current stack · ~18.4k schema tokens · Approx. estimate
Choose the context that applies
Choose one route; these are alternatives, not a required MCP stack.
MCP
Grafana Cloud MCP
Inspect reviewed Grafana dashboard, metric, log, and alert evidence.
Conditional · Use for Grafana incident evidence.
Workflow: Declare incident scope, time window, and affected service → Inspect metrics, logs, and alerts → State the evidence-backed hypothesis and approved next action
Optional methodology
Recommended MCPs
Only routes available under the current Client and Environment filters.
Grafana Cloud MCP
Query Grafana Cloud metrics, logs, dashboards, and observability context.
Inspect reviewed Grafana dashboard, metric, log, and alert evidence.
MCP100 SelectedCore recommendation
Explore alternatives
Compare other MCPs that may fit the same task or offer a different trade-off.
Cloudflare MCP
Access supported Cloudflare developer platform capabilities.
Connects Cloudflare development, deployment, and platform workflows.
MCP100 SelectedCore recommendation★ 880
Docker MCP Gateway
Discover and run MCP servers through Docker's MCP gateway.
Provides a gateway for container-oriented MCP discovery and operation.
MCP100 SelectedCore recommendation★ 1.6k
Azure MCP Server
Connect agents to Azure resources and more than forty Azure services.
Matches the existing Cloud & DevOps capability: Cloud resources, containers, deployment, and infrastructure.
MCP100 SelectedCore recommendation
Sentry MCP
Investigate Sentry errors, issues, projects, and telemetry.
Provides error and observability context for deployed applications.
MCP100 SelectedCore recommendation★ 858