Integration
Connect Daftra and Grafana
When Client Created fires in Daftra, your agent runs Add Team Member in Grafana, or New Dashboard in Grafana to Add Invoice in Daftra. Describe the whole flow and it is built, tested on every scenario and kept running.
What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it.
Build solutions, not workarounds.
What do you want Daftra and Grafana to do together?
Ask the assistant
Connect your AI client
Give your AI client this address.
https://mcp.apiant.aiOne connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser.
Set it up in your client
Claude Code
Run this in the directory you want to work in.
claude mcp add --transport http -s project apiant-ai https://mcp.apiant.aiStart Claude Code there, approve the server, and sign in in the browser page it opens.
Claude Code guide (opens in a new tab)Claude, web and desktop
Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first.
Setup guide (opens in a new tab)Cursor
Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser.
Setup guide (opens in a new tab)Zed
Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server.
Setup guide (opens in a new tab)Codex and the ChatGPT desktop app
Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in.
Setup guide (opens in a new tab)Any other MCP client
Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection.
Setup guide (opens in a new tab)Example flows
What Daftra and Grafana can do together
From Daftra to Grafana
When Client Created in Daftra
then Add Team Member in Grafana
When Client Updated in Daftra
then Create Alert Rule in Grafana
From Grafana to Daftra
When New Dashboard in Grafana
then Add Invoice in Daftra
When New Dashboard in Grafana
then Add Invoice Payment in Daftra
Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships.
Everything your agent can do with Daftra and Grafana
Triggers and actions 10 triggers · 62 actions
Trigger
Client CreatedTriggers when a new client is added to your Daftra account.
Trigger
Client UpdatedTriggers when a client is added or updated in Daftra.
Trigger
Estimate UpdatedTriggers when an estimate (quote) is created or updated in Daftra.
Trigger
Invoice CreatedTriggers when a new invoice (or debit note) is created in Daftra.
Trigger
Invoice UpdatedTriggers when an invoice or debit note is created or updated in Daftra.
Trigger
Journal CreatedTriggers when a new journal entry is created in Daftra.
Trigger
Journal UpdatedTriggers when a journal entry is created or updated in Daftra.
Trigger
Product CreatedTriggers when a new product is added in Daftra.
Trigger
Product UpdatedTriggers when a product is added or updated in Daftra.
Action
Add ClientCreates a new client in Daftra and returns its id and client number.
Action
Add credit noteCreates a credit note for a client in Daftra, optionally against a source invoice, with line items.
Action
Add EstimateCreates a new estimate (quote) for a client in Daftra, with optional line items.
Action
Add ExpenseCreates an expense in Daftra with its amount, date, vendor, category and optional taxes, account splits and cost-center allocations.
Action
Add InvoiceCreates a sales invoice for a client in Daftra, with optional line items and payments, and returns the new invoice's id.
Action
Add Invoice PaymentRecords a payment against an existing Daftra invoice and returns the new payment's id.
Action
Add JournalCreates a manual double-entry journal entry with its debit and credit lines. Total debits must equal total credits.
Action
Add ProductCreates a new product, service or bundle in Daftra and returns its id.
Action
Add Refund ReceiptCreates a refund receipt against an existing invoice in Daftra, with optional refunded line items and refund payments.
Action
Add SupplierCreates a new supplier in Daftra and returns its id.
Action
Delete ClientDeletes a client from Daftra. The client must have no invoices, payments or other related records.
Action
Delete credit noteDeletes a credit note in Daftra by its ID.
Action
Delete EstimateDeletes an estimate (quote) in Daftra. Estimates already converted to an invoice or sales order cannot be deleted.
Action
Delete ExpenseDeletes an expense in Daftra, along with its related accounting journal and attachments.
Action
Delete InvoiceDeletes a sales invoice in Daftra by its ID.
Action
Delete Invoice PaymentDeletes an invoice payment, re-adjusting the related invoice's paid total and the client's balance.
Action
Delete ProductDeletes a product, service or bundle in Daftra by its ID.
Action
Delete Refund ReceiptDeletes a refund receipt in Daftra by its ID.
Action
Delete SupplierDeletes a supplier from Daftra. Suppliers referenced by purchase orders, expenses or other transactions cannot be deleted.
Action
Edit ClientUpdates an existing client in Daftra. Only the fields you fill in are changed.
Action
Edit EstimateUpdates an existing estimate (quote) in Daftra, changing its client, date, currency, notes or line items.
Action
Edit ExpenseUpdates an existing expense in Daftra. Only the fields you fill in are changed.
Action
Edit InvoiceUpdates an existing standard invoice in Daftra, including its header details, line items, payments and custom fields.
Action
Edit Invoice PaymentUpdates an existing invoice payment in Daftra. Only the fields you fill in are changed.
Action
Edit JournalUpdates an existing journal entry in Daftra, replacing its debit and credit lines.
Action
Edit ProductUpdates an existing product, service or bundle in Daftra. Only the fields you fill in are changed.
Action
Edit Refund ReceiptUpdates an existing refund receipt in Daftra — its date, currency, store, notes or line items.
Action
Edit SupplierUpdates an existing supplier's business name, contact details, addresses and other details.
Action
Get clientReturns a single Daftra client by id, with its contact details, addresses, balances and custom field values.
Action
Get ExpenseReturns a single expense by its id, including amount, taxes, totals, vendor, category, date and status.
Action
Get invoiceReturns a single standard invoice by ID, with its line items, payments, taxes, client and custom fields.
Action
Get Purchase OrderReturns a single purchase order by its ID, including its line items, supplier, taxes, payments and custom fields.
Action
Get Refund ReceiptReturns a single refund receipt by ID, including its line items, payments, taxes, custom fields and client.
Action
List clientsReturns a list of clients in your Daftra account, optionally filtered by keyword or assigned staff member.
Action
List estimatesReturns the account's estimates (quotes), most recent first, optionally filtered by client, number, status, amount, dates and more.
Action
List invoicesReturns a page of your Daftra invoices and debit notes, most recent first, optionally filtered by client, status, dates, amounts and more.
Action
List productsReturns a page of products and services in your Daftra account, optionally filtered by keyword, category, supplier, brand, stock status, barcode or product code.
Action
Update credit noteUpdates an existing credit note in Daftra — its client, date, currency, store, notes or line items.
Trigger
New DashboardTriggers when a new dashboard is created in your Grafana instance.
Action
Add Team MemberAdds an existing Grafana user to a team.
Action
Create Alert RuleCreates a Grafana-managed alert rule (or recording rule) in a folder and rule group, and returns the new rule.
Action
Create AnnotationCreates an annotation in Grafana, either on a specific dashboard panel or as an organization-wide annotation. Supports point-in-time and region annotations with tags.
Action
Create FolderCreates a new folder in Grafana, optionally nested under a parent folder.
Action
Create or Update DashboardCreates a new dashboard or updates an existing one from a complete dashboard model, optionally placing it in a folder and recording a version-history message.
Action
Create TeamCreates a new team in your Grafana organization with a name and optional email.
Action
Delete Alert RuleDeletes a Grafana-managed alert rule or recording rule by its UID.
Action
Delete AnnotationDeletes an annotation from Grafana by its id.
Action
Delete DashboardDeletes a dashboard from your Grafana instance by its unique identifier.
Action
Delete FolderDeletes a Grafana folder along with all dashboards and alerts stored in it.
Action
Find AnnotationsReturns annotations matching the given time range, dashboard, panel, user, alert, type or tags.
Action
Find TeamsFinds teams in your Grafana organization by name or partial name.
Action
Get Alert RuleReturns a single Grafana-managed alert rule or recording rule by its UID, including its queries, labels, annotations and folder.
Action
Get AnnotationReturns a single annotation by its id, including its text, tags, time range and the dashboard and panel it belongs to.
Action
Get DashboardReturns a Grafana dashboard, including its full dashboard model and metadata such as its folder and URL, given the dashboard's unique identifier.
Action
Get Data SourceReturns a single Grafana data source, including its type, URL, access mode and settings, looked up by its UID.
Action
Get FolderReturns a Grafana folder by its UID, including its title and parent folder.
Action
Get TeamReturns a Grafana team's details (name, email, organization, created and updated times) by its ID.
Action
List Data SourcesReturns all data sources configured in your Grafana organization, with their names, types and connection settings.
Action
List FoldersReturns all folders in your Grafana organization that you have permission to view, with each folder's UID, title and parent folder.
Action
Remove Team MemberRemoves a user from a Grafana team.
Action
Update Alert RuleUpdates an existing Grafana alert or recording rule, replacing its title, queries, condition, labels and other settings.
Action
Update AnnotationUpdates the text, tags, or time range of an existing annotation. Fields left blank keep their current values.
Action
Update FolderUpdates an existing folder's title, or moves it under a different parent folder.
No trigger or action matches that. Ask your agent to add it: it reads the API documentation and builds what you describe.
Each app on its own
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Questions
Daftra and Grafana, answered
What can start an automation from Daftra?
Any of Daftra's 9 triggers in the catalog, including Client Created, Client Updated, Estimate Updated and Invoice Created. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Grafana when something happens in Daftra?
Any of Grafana's 24 actions, including Create Alert Rule, Create Annotation, Create Folder and Create or Update Dashboard. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from Grafana to Daftra?
Yes. When something happens in Grafana, your agent can act in Daftra too. This page covers both directions: Grafana's triggers and Daftra's actions are listed here as well.
Do I have to build a connector for Daftra or Grafana?
No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running.
Can my AI client use Daftra and Grafana without building an automation?
Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both.
What happens when something fails?
Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships.
Is there a free plan?
Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.