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Connect your account, then chat with AI to run tools.
Search Grafana dashboards, inspect data sources, review alerts, manage annotations, and summarize observability context from chat.
Grafana is used here only to identify this integration; MCPBundles is not affiliated with or endorsed by Grafana or its owner.
Live probe refreshed Sep 18, 2026 · Endpoint host mcp.mcpbundles.com
Built for
SRE Teams, Platform Engineering, Incident Response, Observability Teams
Find service dashboards
Uses dashboard search to orient incident response.
Search Grafana dashboards for this service, list matching dashboards and folders, then summarize which dashboard looks most useful for triage.
Connect Grafana to any MCP client in minutes
You’ll sign in to MCPBundles when your client connects.
https://mcp.mcpbundles.com/bundle/grafanaThis server needs a sign-in. MCPBundles handles that setup once — then chat here with saved access and a log of what ran.
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You’ll sign in to MCPBundles when your client connects.
https://mcp.mcpbundles.com/bundle/grafanaThis server needs a sign-in. MCPBundles handles that setup once — then chat here with saved access and a log of what ran.
Opens MCPBundles Studio with this server selected. After sign-in, chat and run tools from the same thread.
Browse all toolsReview alert status
Connects alert data to operational triage.
List Grafana alert rules, identify firing or recently changed alerts, and summarize which services need attention.
Map observability sources
Helps agents understand the observability backend landscape.
List Grafana data sources and explain what metrics, logs, or traces backends are connected for this organization.
Mark an incident
Uses annotations to connect operational events to dashboards.
Create a Grafana annotation for this deployment window with incident tags and a short description for later dashboard review.
What Grafana workflows can MCPBundles support?
It can inspect instance health, organizations, dashboards, folders, data sources, alert rules, and annotations available to the connected service account.
Does this work with Grafana Cloud and self-hosted Grafana?
Yes. Grafana Cloud uses a public stack URL. Self-hosted localhost instances can be reached through the MCPBundles desktop proxy.
What identifiers matter in Grafana?
Dashboards are best addressed by UID rather than numeric ID because UIDs are stable across many dashboard operations.
Related editorial
Grafana Workflows with AI
How AI agents can search dashboards, query datasources, debug alerts, and annotate incidents during an investigation.
Domain knowledge for Grafana — workflow patterns, data models, and gotchas for your AI agent.
Open-source observability platform for metrics, logs, and traces. Connects to data sources like Prometheus, Loki, InfluxDB, Elasticsearch, CloudWatch, and many more.
Choose one setup when you connect — not both in a single credential:
| Setup | Fields | Routing |
|---|---|---|
| Grafana Cloud or remote stack | grafana_url + service account token | Direct HTTPS |
| Local Grafana on this machine | Service account token + desktop tunnel + port | MCPBundles Desktop to localhost |
Grafana
Grafana Create Annotation
grafana_create_annotationCreate an annotation in Grafana to mark events like deployments, incidents, or configuration changes. Annotations appear as vertical markers on dashboard panels.
Open in StudioIt can inspect instance health, organizations, dashboards, folders, data sources, alert rules, and annotations available to the connected service account.
Yes. Grafana Cloud uses a public stack URL. Self-hosted localhost instances can be reached through the MCPBundles desktop proxy.
Dashboards are best addressed by UID rather than numeric ID because UIDs are stable across many dashboard operations.
The strongest workflows are incident triage, dashboard discovery, alert summaries, data-source mapping, and deployment annotations.
Add the MCPBundles server URL to your MCP client configuration (Claude Desktop, Cursor, VS Code, etc.). The URL format is: https://mcp.mcpbundles.com/bundle/grafana. Authentication is handled automatically.
Grafana provides 39 tools that can be called by AI agents, along with a SKILL.md that gives your AI agent domain knowledge about when and how to use them.
Grafana uses API Key. Grafana requires credentials. Connect via MCPBundles and authentication is handled automatically.
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MCPBundles is an independent platform built on the open Model Context Protocol standard. Not affiliated with Anthropic PBC or Claude.
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