Grafana for AI agents

Grafana is an open and composable observability platform for visualizing metrics, logs, and traces on dashboards, widely used by engineering teams to monitor infrastructure and application health. Connect it once through Arc0, and your agent, or Claude, ChatGPT and Cursor, can use it through one MCP endpoint, limited to what each user approved.

Developer toolsBearer tokenMCP + RESTgrafana.com
AUDIT LOG · GRAFANAPOLICY: acme-support
09:41:07 · claude · u_8f2read
grafana.get_health
Get Grafana Health Status✓ allowed · 212ms
09:41:08 · claude · u_8f2read
grafana.get_status
Get License Status✓ allowed · 164ms
09:41:09 · claude · u_8f2write
grafana.create_otlp_v1_logs
Create OTLP v1 Logs✓ approved · approved by user
EVERY GRAFANA CALL, ON THE RECORD
01 · USE CASES

What agents do in Grafana.

01

Check platform health status

Check Grafana's own health endpoint to confirm the instance is up before debugging a dashboard.

02

Query a public dashboard panel

Query a shared dashboard panel's data to pull a metric into a status report.

03

Check license status

Look up the current license status, read-only, before renewing or upgrading a plan.

02 · ACTIONS

11 Grafana actions, graded by risk.

Every Grafana action is tagged read, write or destructive, so one policy covers the whole app and new actions inherit the right default.

read

9

Look things up. Allowed by default.

  • grafana.get_health
    Get Grafana Health Status
  • grafana.get_status
    Get License Status
  • grafana.get_ruler_ring
    Get Ruler Ring Status
  • grafana.get_index_gateway_ring
    Get Index Gateway Ring Status
  • grafana.query_public_dashboard
    Query Public Dashboard Panel
  • grafana.get_store_gateway_tenants
    Get Store Gateway Tenants
  • grafana.get_distributor_ha_tracker
    Get Distributor HA Tracker
  • grafana.get_overrides_exporter_ring
    Get overrides exporter ring
  • grafana.retrieve_jwks
    Retrieve JWKS

write

2

Create and change things. Allow, or ask the user first.

  • grafana.post_acs
    Post ACS
  • grafana.create_otlp_v1_logs
    Create OTLP v1 Logs

destructive

0

Delete, cancel or archive. Ask first, or deny outright.

  • No destructive actions.
03 · HOW IT WORKS

Grafana in three steps.

  1. 01Your users connect GrafanaThey add their Grafana bearer token on Arc0 Connect, under your brand. It goes straight into the vault.
  2. 02You set the rulesReads run, and writes like “create OTLP v1 Logs” can wait for the user to approve.
  3. 03Any agent can actYour agent calls Grafana through the Arc0 SDK or MCP, and so can Claude, ChatGPT and Cursor. Every call lands on the audit log.
POLICY.TS
await arc0.policies.set('grafana', {
  read: 'allow',
  write: 'ask',        // create_otlp_v1_logs
  destructive: 'deny',  
})

# Claude Code: the same connection, one URL
$ claude mcp add --transport http arc0 \
    https://mcp.arc0.ai/u/u_8f2
04 · AUTH AND DATA

How Grafana connects.

Users add their Grafana bearer token on Arc0 Connect. It is encrypted in the vault, never shown to the model, and each user can rotate or revoke it at any time.

The same Grafana connection serves your agent over MCP and your own backend over REST and the proxy, so a user connects once. How Arc0 handles credentials →

AUTH
Bearer token
CREDENTIALS
Per-tenant encrypted vault
MODEL SEES
Results only, never credentials
AUDIT LOG
Every call, on every plan
05 · WORKS WITH

Use Grafana from any agent.

Claude
ChatGPT
Cursor
Codex
VS Code
OpenAI Agents SDK
Claude Agent SDK
Vercel AI SDK
Mastra
LangGraph
07 · FAQ

Grafana and Arc0, answered.

Q01

Can I use Grafana with Claude, ChatGPT or Cursor?

Yes. Connect Grafana to Arc0 once, then add your Arc0 MCP URL to Claude, ChatGPT, Cursor, Claude Code or any other remote-MCP client. Each assistant only gets the Grafana actions you allow.

Q02

How do users connect Grafana?

Users add their Grafana bearer token on Arc0 Connect. It is encrypted in the vault, never shown to the model, and each user can rotate or revoke it at any time.

Q03

Which Grafana actions can my agent take?

11 in total: 9 read, 2 write and 0 destructive, such as “create OTLP v1 Logs”. Your policies decide which of them each agent may call.

Q04

Can I make my agent read-only in Grafana?

Yes. Allow read actions and deny writes in the Grafana policy. Your agent can still look things up, and any write it attempts is blocked and logged.

Q05

Can my own backend call Grafana too?

Yes. The same Grafana connection is available over REST and through the Arc0 proxy, so your product and your agent share one connection per user.

Get started

Plug Grafana into your agent.

Your users connect Grafana once, under your brand. Your agent gets 11 actions behind your policies, with every call on the record.

Free to build · MCP + REST · Audit log on every plan