Make

Connect an agent via an official MCP server G

Agent access

Drive the product through a documented public API G

Agent access

Delegate tasks to a built-in AI assistant inside the product G

Agentic features

Plug MCP servers into this product so it can use their tools G

Agent access

Point an agent at llms.txt or agent-oriented docs G

Agent access

Set up automations that run autonomously in the background G

Agentic features

Operate the product with natural-language commands G

Agentic features

Run the product headlessly / in CI for automation G

Agent access

Subscribe to events via webhooks G

Agent access

Issue scoped/least-privilege API credentials for an agent G

Agent access

Build against official SDKs G

Agent access

Download a machine-readable API spec (OpenAPI or equivalent) G

Api quality

Explore an interactive API reference with runnable examples G

Api quality

Get AI-generated insights and suggestions from my data inside the product G

Agentic features

Rely on versioned APIs with a documented deprecation policy G

Api quality

Use an official CLI G

Agent access

Test against a sandbox environment without touching production data G

Api quality

Expose a custom webhook URL that receives external HTTP requests and starts a workflow run with the payload G

Triggers

Expose my workflows or connected app actions as MCP tools that an external agent can call C

Agent integration

Define rules that trigger actions automatically on events G

Trigger workflows from events in connected apps (new record, message, email, form submission) C

Triggers

Add AI agent or LLM steps inside a workflow, with model choice and tool use C

Ai steps

Build multi-step workflows in a visual editor without writing code C

Builder

Configure automatic retries with backoff for failed steps or activities C

Error handling

Connect to thousands of apps through prebuilt, vendor-maintained integrations C

Connectors

Store connection credentials centrally, share them with my team, and control who can use which credential C

Credentials

Drop into real code (JavaScript or Python) as a step inside a workflow C

Code steps

Export all of my data in open formats and leave G

Prevent my data from being used to train AI models G

Self-host the core product G

Build a custom connector or private integration with a documented developer platform, SDK, or CLI G

Connector dev

Schedule recurring jobs or workflows G

Do everything through the API that I can do in the UI G

Map and transform data between steps with expressions, functions, or formulas C

Data mapping

Define dedicated error-handling paths or error workflows and get notified when a run fails C

Error handling

Generate or edit a workflow from a natural-language prompt C

Ai authoring

Have an agent create, update, and activate a workflow programmatically through the public API C

Agent integration

Perform bulk operations across many items at once G

Compose reusable sub-workflows or modules that other workflows call C

Composition

Inspect past execution logs and re-run a failed execution, resuming from the failing step C

Observability

Run workflows on cron-style schedules with timezone control C

Schedules

Control data retention and deletion G

Run long-lived workflows that wait for days and survive worker or platform restarts without losing state C

Durability

Test a workflow with sample or pinned data and inspect each step's input and output before going live C

Testing

Version workflows through source control or environments and promote changes from dev to production C

Versioning

Branch a workflow with conditions, filters, and parallel paths that merge back together C

Builder

Choose where my data is stored (region/residency) G

Opt out of telemetry and usage tracking G

Pause a workflow to wait for human approval or input before it continues C

Human in the loop

Read the product's source under an open license G

Run workflows locally or against a dev instance for development and CI testing C

Local dev

Start from a public library of workflow templates instead of building from scratch C

Templates

Version, review, and roll back my automations G

Install community-built nodes, components, or integrations contributed outside the vendor C

Community

Throttle or queue workflow executions to respect downstream rate limits C

Durability

Embed the automation platform white-label inside my own product for my customers C

Embedding