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Your product shouldn’t breakwhen agents use it.

PreMan simulates agents using your software, finds where workflows fail, and turns those failures into repeatable tests.

Set up PreMan from your terminal
npm exec -y premanmcp@latest -- onboard
Inside PreMan

See your MCP tools tested across models.

Launch a swarm, inspect sandbox runs, and turn failures into test cases.

Parallel model testing · Sandbox execution · Repeatable test cases.

ParallelSimulated agent traffic
MCPConnection and tool probing
SandboxWorkflow scenarios
RepeatableRegression coverage

Simulate. Probe. Repeat.

See how agents use your software, find where workflows fail, and keep the checks that matter.

preman / simulate · probe · repeatExample
Example workflowReturn a shipped order
Sandbox

GoalResolve a customer return

ToolsOrders · Returns · Refunds

RuleOpen a return before refunding

CheckCorrect outcome and system state

Your rulestested in context

Recreate the conditions agents will encounter.

Bring your tools, workflows, and business rules into a sandbox. Describe what should happen in plain English, including the paths an agent should never take.

  • Production-like data and tool responses
  • Expected outcomes grounded in your rules

Run agents against your MCP tools in parallel.

Simulate agent traffic to check connection behavior and tool discovery. Then exercise workflow scenarios to see how agents choose tools and act on the results.

  • Concurrent MCP discovery probes
  • Workflow decisions and tool-call evidence

Turn failures into tests you can run again.

Keep the scenario, expected outcome, and evidence behind each failure. Rerun those checks after a tool, model, or product change, and keep expanding your coverage.

  • Reusable regression scenarios
  • Run from your desktop or terminal

Software has
a new kind of user.

Agents choose tools, chain actions, and take paths your team may never have written a test for. PreMan helps you test those paths.

03 Agents in parallel

Put your MCP server to the test.

Simulate concurrent agent traffic. Probe connections and tool discovery, with evidence behind every request.

02 Individual agents

Check the decisions between calls.

A successful refund can still skip a required return. Test the whole workflow against your business rules.

01 Software

Keep coverage in step with your product.

Discover existing tests, add adjacent scenarios, and rerun the failures you’ve found after every change.

Works with
CursorClaude CodeCodex

Build for your
next million users.

We’re building for a world where millions of agents use software alongside people. See how PreMan can test your product today.

Book a demo