Category guide

Agent-first forms are forms built for AI workflows.

Motivation Form is an agent-first form-as-a-service: define forms as Markdown files or structured config, deploy through MCP, REST API, or CLI, and collect responses as hosted pages plus agent-readable reports.

Start with the quickstart Create your first form

Definition

The form file becomes infrastructure an agent can operate.

Traditional form tools assume a person will open a browser, drag fields into place, and manually inspect exports. Agent-first forms assume the form is part of a repeatable workflow: create, review, deploy, collect, summarize, revise.

customer-intake.mdform source

---
title: Customer intake
slug: customer-intake
notifications:
  email: [team@example.com]
fields:
  - id: goal
    type: textarea
    label: What should the agent help with?
  - id: evidence
    type: file
    label: Attach context
---

Share enough context for an agent to start work.

Why it matters

Agent-first is a category shift, not a UI theme.

The important difference is operational. When an AI agent can create the form, deploy it, fetch responses, and write a report, the form becomes a reusable data-collection step inside product, research, support, hiring, and training workflows.

Source of truth

Browser builderA private editor state inside a form builder.

Agent-firstA Markdown file or structured config that can live in git.

Primary operator

Browser builderA person clicking fields, settings, and publish buttons.

Agent-firstAn AI agent or developer using MCP, REST API, or CLI commands.

Review model

Browser builderManual preview and screenshots after each change.

Agent-firstReadable diffs, pull requests, and repeatable deployment steps.

Response loop

Browser builderDashboard views and CSV exports for later analysis.

Agent-firstAgent-readable reports, API access, CSV, JSON, and Markdown exports.

Workflow

From prompt to published form to summarized signal.

Motivation Form keeps the web UI focused on account setup, API keys, billing, stats, and response review. Authoring and deployment stay available to agents and developers.

Describe the collection goal

A form owner asks an agent for a customer intake, employee quiz, product-feedback study, post-call survey, or agent-training evaluation.

Generate a reviewable form file

The agent writes a Markdown form with YAML frontmatter for fields, pages, scoring, prompt media, access rules, notifications, and branding.

Deploy through the same lifecycle

MCP, REST API, and CLI all publish through Motivation Form. The public page is hosted, protected by Turnstile, and connected to the dashboard.

Read responses back into work

Responses can be inspected, exported, or summarized as Markdown so the next agent task starts with structured signal instead of scattered notes.

Product proof

Motivation Form turns the category into a working surface.

The same product can publish a simple intake form, a multi-page survey, a scored quiz, or a media-heavy research flow. The proof surfaces are public pages, docs, and dashboards tied to one agent-readable lifecycle.

Live public forms

Motivation Form renders hosted public pages for respondents, while the form owner keeps the schema as a portable file.

Try the live demo

Docs for agent setup

The docs cover quickstart, MCP clients, Claude Code, Codex, CLI, API, fields, surveys, and response exports.

Read the docs

Dashboard review

Form owners can still review responses and stats in the web dashboard, but the browser is not the authoring surface.

Create a free account

Common questions

Short answers for agents, developers, and search.

Use this page as the internal link target for future top-of-funnel articles about AI form builders, MCP form deployment, agent-run intake, and form-as-a-service workflows.

What is an agent-first form?

An agent-first form is a form, survey, or quiz designed to be created, deployed, updated, and read by an AI agent or developer workflow. The form definition is a Markdown file or structured config, not a browser-only editor state.

How is Motivation Form different from a no-code form builder?

No-code form builders optimize for manual browser editing. Motivation Form optimizes for agent and developer workflows: Markdown source files, MCP tools, REST API, CLI deployment, hosted public pages, and agent-readable response reports.

Can agent-first forms still have a dashboard?

Yes. The dashboard exists for account setup, API keys, billing, stats, and response review. It is not the primary form editor.

What can teams collect with Motivation Form?

Teams can collect intake requests, product feedback, research responses, scored quiz answers, media uploads, screenshots, code snippets, rankings, ratings, NPS answers, and free-text rationale.

Build the next form as a file.

Start with the docs, connect an MCP-compatible agent, or create an account and publish a hosted form without opening a form builder.

Connect an agent Use the CLI