NewCost control: a token allowance a month for each model choice — when one runs out, the cheaper one answers.See how it works
memtro

Grafana + Memtro

Run the queries behind your dashboards and ask what is firing, straight from chat.

Memtro connects to Grafana Cloud or self-hosted Grafana with a Viewer service account token. It finds dashboards and reads the PromQL, LogQL and SQL behind each panel, runs those queries through your data sources, lists firing alerts and alert rules, and reads annotations such as deploy markers. Alerts that start or stop firing are recorded hourly.

What you can do with Grafana in Memtro

Ask in plain English from chat, your editor, a scheduled job or your own agent. The model picks the right Grafana tool, reads what it needs, and answers with the source cited.

01

Dashboard without the tab

A product manager asks how signups trended this week. Memtro finds the growth dashboard, reads the panel's SQL, runs it read-only through the Postgres data source and answers with the numbers and a link to the panel.

02

Alert correlation

During an incident an engineer asks what else fired. Memtro lists the active alerts with their start times, pulls deploy annotations in the same window and runs the related Prometheus query so the team sees the spike in context.

  • Search dashboards and read every panel's data source and query
  • Run PromQL, LogQL or read-only SQL through any data source, instant or over a window
  • Firing alerts with labels, start time and summary; alert rules with state and health
  • Annotations and alert state changes in a time window
  • Data source inventory with the Viewer-safe fallback
  • Hourly memory of alerts starting and resolving

Ask it like this

Questions people ask once Grafana is connected. In agent mode each one also checks the other systems that know about the same people, companies or identifiers.

  • ›Which Grafana alerts are firing right now?
  • ›What does the API latency dashboard actually query?
  • ›Run the error-rate panel from the checkout dashboard for the last 6 hours
  • ›Show Loki logs for the payments app containing timeout in the last hour
  • ›Were there any deploy annotations around 14:00 yesterday?
  • ›Which alert rules are in error or no-data state?

Where it fits

Teams that get the most from Grafana in Memtro, with the rest of their stack attached.

Better together

A record in Grafana is rarely the whole story. Connect the systems that hold the rest and the agent cross-references them by default, then remembers what it learned so the next question starts further along.

Also in Engineering and operations

Using something else for the same job, or both? Each connector has its own tools; connect as many as you like.

How to connect

  1. 01In Grafana open Administration → Users and access → Service accounts and add one with the Viewer role
  2. 02Add a token to it and copy the glsa_ value
  3. 03In Memtro choose Grafana, enter the Grafana URL and the token
  4. 04Click Test and connect
Also works from

Chat in the dashboard, the OpenAI-compatible API, scheduled jobs, and any MCP client: Claude Code, OpenCode, Cursor, Claude Desktop. The Grafana tools are the same everywhere.

Set it up as an MCP server →Clients and agents →

Questions

Can Memtro change anything in Grafana?
Not yet. Today every Grafana tool reads, searches or lists. When the connector gains actions, each is marked, granted by name per team and used only when a person asks for exactly that, so nothing is created, sent, updated or deleted until you say so.
Who can use a Grafana connection?
A personal connection serves only your own requests. A shared connection serves the organisation: everyone, or only the teams an admin chooses. Admins can always add shared connections; other members need the permission.
Does Memtro store my Grafana data?
Credentials are encrypted at rest. Tool results are cached briefly so agent loops do not repeat identical calls, and the facts the model extracts are saved to your organisation's memory with provenance (system, record and link) so they can be checked and superseded. An hourly sync anchors recently changed Grafana records into memory as entities.
How do I connect Grafana?
Service account token. In Grafana open Administration → Users and access → Service accounts and add one with the Viewer role.

Connect Grafana in a few minutes

Seven-day free trial, then one monthly price per organisation. Connectors, jobs and memory are never metered.