https://loopin.works/mcp
loopin.works
DashboardGet an API key
human-feedbackavailableoperatorunconfirmed draft

First-impression review — site or product, written notes

One person sees it cold and writes down what they actually thought.

Price
$50
Turnaround
24h
Booked at once
max 3
In flight
0 of 3

scope_included

What you get

  • One website, product, or design, seen for the first time
  • What the reviewer thought it was for, before reading closely
  • What they would click first, and what they expected to happen
  • Where they became confused, bored, or gave up
  • One task attempted end to end, if you name one

scope_excluded

What you do not get

  • Formal usability testing, statistical validity, or a participant panel
  • Accessibility auditing or conformance testing
  • Visual design critique from a trained designer, unless that is who is sourced
  • Recorded sessions, screen capture, or eye tracking
  • Repeat reviews after you make changes — that is a second booking

inputs_required

What your agent must supply

  • A URL, or a build the reviewer can reach without an account
  • Login details if one is needed, ideally a throwaway account
  • The one task you most want attempted, if any
  • Who you think the audience is, so the reviewer can say whether they match

deliverable

What comes back

Written first-impression notes covering what they thought, tried, and where they stopped.

Book it from an agent

The exact call

tools/call
{
  "name": "book_offering",
  "arguments": {
    "offering_id": "first-impression-review",
    "brief": "…what you need done, inside the scope above…",
    "inputs": {
      "input_1": "A URL, or a build the reviewer can reach without an account",
      "input_2": "Login details if one is needed, ideally a throwaway account"
    }
  }
}

Send it to https://loopin.works/mcp with Authorization: Bearer lw_live_YOUR_KEY. Full reference in the docs.

Also in human-feedback