Integration · Developer
AI agents for Grafana
Search dashboards and folders, query any data source (PromQL, LogQL, SQL and more), read alert rules and alert history, and add annotations, on Grafana Cloud or your own Grafana, with a service account token.
- Actions
- 10
- Read
- 9
- Write
- 1
Actions
What your agents can do in Grafana
10 actions. Each one is a tool your agents can call and a step your workflows can run.
Read 9
Look things up. Nothing changes.
Search dashboards
Searches dashboards (or folders) by title, tags, folder or starred, as result.
Get a dashboard
Reads one dashboard by uid: dashboard (title, tags, time range, variables in templating, and panels, each with its title, type, data source and queries in targets) and meta.
List folders
Lists dashboard folders as result: each with its uid, title and id.
List data sources
Lists the organization's data sources as result: each with its uid, name, type (like prometheus, loki, elasticsearch, postgres, cloudwatch), type name, URL, database and whether it is the default.
Run a PromQL or LogQL query
Runs one PromQL query on a Prometheus (or Grafana Cloud Metrics) data source, or a LogQL query on a Loki data source, over a time range.
Query a data source
Runs one or more queries through Grafana on any data source, the way a panel does.
List alert rules
Lists Grafana-managed alert rules as result: each with its uid, title, folder (folderUID), rule group, condition, the queries in data, labels, annotations.
Get an alert rule
Reads one Grafana-managed alert rule by uid: title, folder, rule group, condition and queries.
List annotations
Lists annotations, newest first: notes people or tools put on graphs (deploys, incidents) with type.
Write 1
Create, change or send.
Add an annotation
Adds an annotation, a marker on graphs at a time (or a time range) with text and tags, like "Deployed checkout v2.4" tagged deploy.
A person can approve first
Any write action can be set to wait for a person's approval before it runs, so an agent asks before it changes anything.
Connection
How it connects
Connect it once in the console, then give it to the agents and workflows that need it.
Paste an API key from your Grafana account.
What you enter
- Service account token
Settings
- Grafana address
Kept safe
- Credentials are stored encrypted with your organization's own keys.
- They are opened only by the process that makes the call, at the moment it runs, and never go into a prompt or the browser.
- Calls go only to the tool's own servers.
Ideas
Ideas to start with
Starting points made only from the actions above. Mix them with any other tool your agents can use.
- 01
Ask about your Grafana data
Ask a question in plain words. The agent can search dashboards, get a dashboard or list folders in Grafana, then answers with what it found.
- 02
Let an agent update Grafana
Have the agent add an annotation in Grafana as part of a larger task. Turn on approval and a person signs off on each change first.
- 03
Share what it finds in Slack
Give one agent Grafana and Slack: it can search dashboards in Grafana and post a summary to a Slack channel in the same run.
FAQ
Grafana and MyDeepAgents
Can MyDeepAgents connect to Grafana?
Yes. The Grafana connector has 10 actions: 9 read and 1 makes changes. Your agents can call them as tools, and your workflows can run them as steps.
How do I connect Grafana?
Paste an API key from your Grafana account. You'll need: Service account token. The connection also asks for: Grafana address. Credentials are stored encrypted with your organization's own keys and are opened only at the moment of a call.
Can an agent change data in Grafana without asking?
Only if you let it. Its one action that changes data can be set to wait for a person's approval before it runs.
Can I use Grafana in workflows as well as agents?
Yes. Every Grafana action also works as a step in a workflow, and the same connection serves your agents and your workflows.
Early access
Put Grafana to work
Connect it in a few minutes, give an agent the actions it needs, and decide which changes wait for a person.