MCP-native workflow automation

Describe the workflow.
Taskflow proves it works.

Connect any MCP-speaking agent. Describe the behavior in plain language; Taskflow generates real TypeScript, compiles it, runs the candidate against a real Cloudflare Workflow instance, and promotes it only after the trial succeeds.

Open Taskflow See the safety loop

Early product, actively developed

agent → taskflow connected

›

update_workflow“Retry the webhook, then archive the result.”

export class Workflow extends
  WorkflowEntrypoint {
  async run(event, step) {
    await step.do("send webhook", ...)
    await step.do("archive result", ...)
  }
}

01
CompiledTypeScript is valid
✓
02
Trial completedReal instance succeeded
✓
03
PromotedLive version updated
live

How it works

From a request to a running workflow—in three guarded steps.

You ask

Describe the outcome

In your MCP client: “When an order arrives, validate it, notify the warehouse, and retry failures.”

Taskflow generates

Workers AI writes real TypeScript

create_workflow creates an empty shell. update_workflow combines your description with the current source and generates the complete next version.

Taskflow verifies

Broken code stays out

Taskflow compiles and trial-runs the candidate for real. Only a successful trial becomes the live version—no manual gate required.

Why Taskflow

The freedom of code, with a deployment safety net.

Your agent is not limited to a canvas or a catalog of canned actions. Taskflow gives it code-level flexibility and keeps failed candidates away from what is already working.

MCP

Works where your agent works

Standard MCP tool calls
Create, update, and trigger

Code, not connected boxes

Real TypeScript logic
Generated by Workers AI

✓

Safe, automatic promotion

Compile errors stop early
Failed trials never replace live code

Organized for every workspace

Projects keep workflows grouped
Per-workspace API keys

Cloudflare all the way down

Workers, Durable Objects, and D1
Native Cloudflare Workflows

→

Easy to enter, scoped by design

Google or magic-link sign-in
Multi-tenant workspace boundaries

Build beyond the template

Give your agent a workflow runtime it can actually program.

Open Taskflow

Describe the workflow.Taskflow proves it works.