Grafana Cloud MCP for AI. Manage observability infra via chat, not clicks.
Works with every AI agent you already use
…and any MCP-compatible client








How this MCP server connects to your AI agent
Grafana Cloud MCP manages your entire observability infrastructure from chat. List organizations, provision new Grafana stacks, manage user accounts, and handle API keys without touching a dashboard.
You can audit who has access and instantly spin up testing environments using just natural language commands.
What AI agents can do with Grafana Cloud Automation
Create api key
Generates a new, secure API key and assigns it a specific permission role (Viewer, Editor, or Admin).
Create instance
Creates a new Grafana instance (stack), supporting both free and paid subscription plans.
Delete api key
Removes an existing API key from the system.
Lists every Grafana Cloud organization you belong to and fetches deep metadata about each one.
Creates brand-new Grafana instances, whether for free testing or paid Pro plans, directly from a prompt.
Audits and retrieves a list of all users connected to your cloud organizations for easy access control review.
Generates, reviews, or permanently deletes API keys while assigning specific security roles like Viewer, Editor, or Admin.
Retrieves precise deployment status and configuration information for a specific Grafana instance without leaving your chat window.
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What AI agents can do with Grafana Cloud MCP: 9 Tools for Infra Management
These tools allow you to programmatically interact with every aspect of your Grafana Cloud environment, from user auditing to stack creation.
Make your AI actually useful.
Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.
Start using Grafana Cloud on VinkiusCreate Api Key
Generates a new, secure API key and assigns it a specific permission role (Viewer, Editor, or Admin).
Create Instance
Creates a new Grafana instance (stack), supporting both free and paid subscription...
Delete Api Key
Removes an existing API key from the system.
Get Instance
Gets the technical details and current status for one specific Grafana instance.
Get Org
Retrieves detailed information about a specific Grafana organization using its...
List Api Keys
Lists all existing API keys for an organization, letting you see who has generated tokens.
List Instances
Fetches a list of all active data stacks (instances) within a specified organization.
List Org Users
Lists all users associated with an organization, helping you audit who has access to...
List Orgs
Lists all Grafana Cloud organizations you belong to, allowing you to know which...
Security and governance baked right in.
Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.
Choose How to Get Started
Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.
Build Your Own
Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.
- Import from OpenAPI, Swagger, or YAML specs
- Create Agent Skills with progressive disclosure
- Deploy to edge with MCPFusion framework
- Built in DLP, auth, and compliance on every call
- Real time usage dashboard and cost metering
- Publish to catalog or keep private
Make Your AI Do More
Start with Grafana Cloud, then connect any of our 5,100+ other servers whenever your AI needs more. One click, no limits.
- Use this MCP plus 5,100+ others, all in one place
- Add new capabilities to your AI anytime you want
- Every connection is secured and compliant automatically
- Track usage and costs across all your servers
- Works with Claude, ChatGPT, Cursor, and more
- New servers added to the catalog every week
Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Grafana Cloud. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
VINKIUS INFRASTRUCTURE
Cloud Hosted
Managed infra
V8 Isolated
Sandboxed per request
Zero-Trust Proxy
No stored credentials
DLP Enforced
Policy on every call
GDPR Compliant
EU data residency
Token Compression
~60% cost reduction
Built on the Model Context Protocol (MCP) for Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This connection provides 9 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.
The Mess of Dashboard Navigation, Solved with Vinkius AI Gateway
Right now, if you want an overview of your observability infrastructure, you're clicking through a dashboard portal. You jump from the organization list to the stack selector, then into the user management tab, and finally hunt down the API key settings. This requires jumping between five or six different screens just to get a simple audit.
With this MCP, that whole multi-tab ordeal vanishes. Instead of navigating clicks, you talk. You ask your agent to list all organizations (`list_orgs`) or check users with `list_org_users`, and the answer appears immediately in your chat. It’s instant context without leaving your editor.
Manage Keys and Stacks With Grafana Cloud MCP
Manual key management means copying long, complex API tokens into a spreadsheet or passing them in emails. Furthermore, creating a new stack requires remembering the proper subscription plan (Free vs. Pro) and running through multiple forms.
Now, you simply prompt your agent to 'Create a paid instance for production metrics.' The MCP handles the required `create_instance` call and key generation with `create_api_key`, all while maintaining an auditable record of who requested what and when.
What your AI can actually do with this
Managing observability stacks used to mean navigating complex dashboards or writing boilerplate Terraform files. Now, you talk to your agent. This MCP connects directly to your Grafana Cloud account, letting you handle infrastructure tasks entirely through conversation. Need to provision a new staging environment? Just ask for it; the system handles the instance creation.
You can also audit who has access by listing all users across multiple organizations or generate temporary API keys for specific roles. It’s about taking away the manual clicking and tedious role-checking. Everything is accessible via your AI client, making infrastructure management feel less like coding and more like talking to a highly skilled teammate.
This entire catalog of capabilities is housed on Vinkius, so you never have to connect multiple services—just one connection gives you access to everything.
019ea5f0-6e1d-70fd-abdc-9093cd256723 Here's how it actually works
The bottom line is, you manage complex observability infrastructure using simple chat commands instead of clicking through web dashboards.
Subscribe to this MCP on Vinkius and provide your Grafana Cloud API Key (the Cloud Access Policy token).
Directly prompt your AI client with the task: 'List all instances in my main production organization.'
The agent executes the request, fetching the real-time data and providing you with a clean list of operational stacks.
Who is this actually for?
This MCP targets platform engineers and SREs who get frustrated with the sheer volume of clicks required to maintain a healthy stack. If your job involves checking permissions, spinning up temporary environments, or auditing access across multiple clients, this is for you.
Uses the MCP to quickly audit stacks and provision new testing instances without having to navigate the Grafana Cloud Portal UI.
Manages API keys, deleting old tokens or creating temporary 'Editor' roles for specific services as part of incident response.
Automates the initial setup process by listing organizations and then programmatically creating the necessary instances for new client onboarding flows.
What Changes When You Connect
Instead of logging into the Grafana Portal to check deployment status, you just ask for it. Use the get_instance tool to pull precise details on any stack's operational status directly in your conversation.
You don't need a dedicated security team member to audit permissions; simply run list_org_users and get a complete list of every user connected across all organizations you belong to.
Spin up testing environments instantly. Use the create_instance tool to provision new stacks for development or QA on demand, eliminating manual resource requests.
Need temporary access? The MCP lets you manage credentials with surgical precision. You can use create_api_key and immediately assign an 'Editor' role just for a specific service account.
Handle compliance tasks effortlessly. With the ability to list all organizations (list_orgs), you maintain visibility across your entire cloud footprint from one single point of interaction.
See it in action
Onboarding a new client environment
A Platform Engineer needs to set up a new monitoring stack for Client X. Instead of going through 15 clicks on the Grafana UI, they ask their agent to run create_instance and specify 'Client X Monitoring Stack'. The MCP handles the full provisioning process instantly.
Investigating leaked credentials
A security team member suspects an old key was leaked. They use list_api_keys to find all active tokens, then run delete_api_key on the suspicious entry, isolating the vulnerability without logging into any dashboard.
Auditing user access for compliance
A manager needs proof of who can view production dashboards. They ask the agent to run list_org_users across the 'main-ops' organization, getting a definitive list that is ready for audit documentation.
Debugging deployment issues
An SRE notices performance drops but doesn't know why. They ask to get_instance details on the affected stack. The agent returns specific metadata, allowing them to pinpoint if it's a configuration issue or a resource limit.
The honest tradeoffs
Manual API calls for listing accounts
The user tries to manually query the Grafana Cloud REST API endpoint for organization slugs, requiring complex authentication headers and managing multiple endpoints.
Just ask your agent to run list_orgs. It handles all the authentication and data structure complexity behind the scenes. You get the answer in plain text.
Creating keys without proper roles
A developer creates a new API key with 'Admin' privileges for testing, which is too broad and poses unnecessary security risks.
Use the create_api_key tool. Specify the exact role (e.g., 'Viewer') needed; this ensures least-privilege access from the start.
Forgetting to check for old stacks
A team member spins up a temporary test stack and forgets to decommission it, leading to unnecessary billing charges.
After completing testing, use list_instances to verify the temporary stack exists. If needed, you can then proceed with deletion or decommissioning.
When It Fits, When It Doesn't
Use this MCP if your core workflow involves managing infrastructure state: creating resources, auditing permissions, or checking operational status across multiple services. Specifically, it's perfect for tasks like provisioning new stacks via create_instance or ensuring security compliance by managing keys using delete_api_key. Don't use it if you only need to view raw data; if your goal is simply 'What was the average CPU usage yesterday?', a dedicated query tool will be faster. This MCP excels at action and management. If you just want to read logs, look for a logging service connector. But if you need to change something—create it, delete it, or audit who can see it—this is your go-to solution.
Questions you might have
How does Grafana Cloud MCP help me manage multiple organizations? +
The MCP runs list_orgs to show you every organization you belong to. You can then tell your agent which specific 'slug' to focus on for the next command, keeping everything organized.
Can I use Grafana Cloud MCP to check if an instance is running? +
Yes, simply ask to get_instance details. The tool pulls precise status information about a specific stack right into your chat window for quick checks.
What's the difference between list_api_keys and list_org_users? +
Listing API keys tells you what credentials exist, while listing org users shows you which human accounts have access. You use them to audit different types of risk.
Does Grafana Cloud MCP require me to change my existing API key? +
No. The MCP manages the lifecycle for you; it can list_api_keys so you know what's active, and use delete_api_key when a token is no longer needed.
What if I need to create an instance but don't know which plan to pick? +
You can ask the agent for guidance or specify 'Pro plan' directly in your prompt. The create_instance tool will handle the appropriate provisioning based on your request.
We've already built the connector for Grafana Cloud. Just plug in your AI agents and start using Vinkius.
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