Make AI Agent

Connect your Make to Zaira autonomous AI agent. Describe what you need in plain language, Zaira will use Make actions like scenario automation to get the job done for you.

01Capabilities

What can your Make AI agent do?

Get daily automation error digests, failure triage with the what, why, and fix, automation optimization briefs, operations cost watches, and connection, webhook, and cleanup reviews — all run on a schedule from your Make account, in plain English. Zaira carries out tasks using the supported actions listed here.

  • List scenarios — List all scenarios in your Make account with their state and tags.
  • Get scenario — Read a scenario's configuration, schedule, and latest status.
  • Create scenario — create a new scenario
  • Update scenario — update an existing scenario
  • Delete scenario — delete a scenario
  • Activate scenario — Turn a scenario on within an authorized routine.
  • Deactivate scenario — Pause a scenario within an authorized routine.
  • Run scenario — Trigger an active on-demand scenario and return its structured output.
  • Get scenario interface — inspect the interface of a scenario
  • Set scenario interface — configure the interface of a scenario
  • List connections — List the connections your scenarios depend on, with their state.
  • Get connection — Read a connection's scope and health for a port-review brief.
  • List data stores — List the data stores your scenarios use for state.
  • Get data store — Read a data store's structure and size for a monitoring brief.
  • Create data store — create a new data store
  • Update data store — update a data store configuration
  • Delete data store — delete a data store
  • List records — Read the records in a data store for a flow-check brief.
  • Create record — Write a record into a data store within an authorized routine.
  • Update record — update an existing record in a data store
  • Replace record — replace a record in a data store
  • Delete record — delete a record from a data store
  • List teams — List the teams in your Make organization and their scenarios.
  • Get team — Read a team's members and automation inventory.
  • Create team — create a new team
  • Delete team — delete a team
  • List organizations — List the organizations your Make account can reach.
  • Get organization — Read an organization's settings and member picture.
  • Create organization — create a new organization
  • Update organization — update an organization
  • Delete organization — delete an organization
  • Get current user — Read the authenticated Make user for access-reporting context.
  • List executions — List recent executions across your scenarios with status and timestamps.
  • Get execution detail — Pull a failed execution's step-by-step detail to explain what broke and why.
  • Get execution — Read one execution's modules, errors, and data flow for a triage report.
  • List webhooks — List the webhooks your scenarios listen on.
  • Get webhook — Read a webhook's URL, status, and recent activity.
  • Create webhook — create a new webhook endpoint
  • Update webhook — update a webhook configuration
  • Delete webhook — delete a webhook endpoint
  • List API keys — List the API keys configured for the account.
  • Get API key — Read a key's usage scope for a hygiene review.
  • Create API key — create a new API key
  • Update API key — update an API key
  • Delete API key — delete an API key
  • List folders — List the folders organizing your scenarios.
  • Create folder — Create a folder within an authorized routine.
  • Update folder — update a folder name or settings
  • Delete folder — delete a folder
  • List data structures — list all data structures
  • Get data structure — Read the schema of a data structure used by your scenarios.
  • Create data structure — create a new data structure
  • Update data structure — update an existing data structure
  • Delete data structure — delete a data structure
  • Countries — List country codes used in automation configuration checks.
  • Regions — List regions used in configuration validation.
  • Timezones — List timezones used to reason about scheduling and reports.
  • List app modules — List the application modules available to your scenarios.
  • Get app module — Read a module's inputs and outputs for a reporting check.
  • Execute RPC — Run a Make remote procedure within an authorized routine.
  • Recommend apps — Get Make's app recommendations to enrich a reporting brief.
  • Create tool — create a custom Make tool
  • Get tool — Read a tool's definition and parameters for an inventory report.
  • Update tool — update a custom tool
  • Validate module config — Check a module's configuration before a routine relies on it.
  • Validate blueprint — Validate a blueprint before it's used in production.
  • Validate scheduling — Check a schedule for conflicts or missed triggers.
02Use Cases

Automate your Make tasks with Zaira effortlessly

See how people are automating their Make tasks with Zaira while they sleep.

Daily automation error digest

Every morning Zaira reviews your Make scenarios and their recent executions — what failed, what warned, what ran incomplete, and what went silent — and posts a plain-English error digest to Slack or email: 'all clear' or 'three automations need attention', each with the why and the fix. Errors surface before someone notices the data stopped moving, not after.

Failure triage with the what, why & fix

On a schedule Zaira digs into failed and warning scenario runs — which automation broke, which module or step failed, what data was affected, and how many operations that failure burned — and explains it in plain English with what to do next. Recurring failures on the same scenario become an alert with the fix, instead of a mystery you chase in the builder.

Automation optimization brief

Zaira reads how your scenarios actually run — slow or retrying modules, over-frequent schedules, scenarios that haven't succeeded in weeks, and duplicates quietly doing the same job — and posts an optimization brief where every finding comes with a concrete change: lower the frequency, remove the dead step, merge or retire the duplicate.

Operations & cost watch

Zaira tracks the operations your scenarios consume — per scenario, per run, including the ones failed and retried runs waste — and projects your spend against your Make plan or free tier before you hit the limit. A scheduled 'surprise invoice' alarm for the person who signs it.

Connection, webhook & data-store health

On a schedule Zaira checks your Make connections, webhooks, and data stores — stale or broken connections, rate-limited or quiet webhooks, and accumulating data-store state — and flags anything that would make a sync silently die without raising an error.

Portfolio, access & cleanup review

On a cadence Zaira reads your Make teams, folders, organizations, and API keys and posts an estate-and-access digest — who can touch what, what's running where, and what's drifted — plus a cleanup list of scenarios you can retire: inactive, duplicated, or test leftovers that still count against your plan.

03How it works

How to set up your Make AI agent

Connect Make in one click with secure OAuth, let Zaira dig through your scenarios and executions on a schedule, and get the error digest, fix list, and cost outlook in Slack or email. No building, no developer — and Zaira acts only within the access Make grants. Run tasks on demand; recurring runs depend on the workflow's supported capabilities.

01

Connect your Make to Zaira in one click

One click with secure Make OAuth — no MCP tokens, no builder, no config files. Zaira wires up Make's official hosted MCP server (mcp.make.com) for you.

02

Dig for errors and waste on schedule

On your schedule Zaira checks your scenarios, executions, and connections — failed runs, incomplete executions, quiet webhooks, retries, over-frequent schedules, and the operations each run burned — and runs the active scenarios you assign within the access Make grants.

03

Get the fix, plan, and the cost outlook

Error digests, failure triage with the fix, optimization briefs, and operations cost projections land in Slack or email on the schedule you set — your automations watch themselves while you run the business.

05FAQ

Frequently asked questions

See the answers to the questions people ask about how Make works with Zaira.

You choose a task and Zaira uses supported Make actions, including scenario automation, to carry it out. Tasks can run on demand; recurring or event-triggered runs depend on the workflow's available capabilities.

Zaira watches your Make automations on a schedule to find errors before they bite — daily automation error digests, failure triage with the what, why, and fix, automation optimization briefs, and operations cost watches — plus scheduled runs of your scenarios and access and cleanup reviews, reported to your workspace in plain English.

Yes — that's the point. Zaira reads your scenario health, executions, connections, webhooks, and data stores on a schedule, so a webhook that went quiet, a connection that silently dropped, an incomplete execution, or a scenario failing after midnight shows up in your morning digest instead of surfacing as a missed sync or a broken lead flow.

No. The scenarios you already have are what Zaira watches and reports on — you connect once in one click and describe the checks you want in plain language. No module logic, no builder, no developer.

In one click with secure Make OAuth — you authorize with your Make account and that's it. No MCP tokens to generate, no config files; Zaira wires up Make's official hosted MCP server (mcp.make.com) for you. You can revoke the connection from your Make account anytime, and Zaira never touches the credentials stored inside your Make connections.

Zaira can't change Make's billing, but it finds the spend hiding in your setup: failed and retried executions still consume operations, over-frequent schedules burn them around the clock, and zombie or duplicate scenarios waste your plan's capacity without ever delivering. Zaira shows you each scenario's true cost and hands you a cleanup list, so you can retire what's wasting operations or right-size your plan.

Make's dashboard and history record and chart your runs — but they're views inside Make you have to open, and they don't summarize causes, prioritize issues across scenarios, project operations spend, or push to Slack or email. Zaira turns that raw run data into a scheduled plain-English brief with recommended next steps, so errors become findings instead of homework.

Those are live, pull-based tools: Maia builds automations when you ask, and the raw MCP server chats you through running scenarios — the moment the conversation closes, the supervision stops. Zaira adds the schedule: error digests, failure triage, optimization, and cost watches keep running on their own, plus scheduled runs of your scenarios with their outputs delivered to Slack or email.

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