Agent-first collection

Agent-first forms for surveys, quizzes, and intake.

Use a form when feedback should come from several people, needs consistent scoring, or should outlive the chat. Your agent drafts the questions, publishes the page, and turns the responses into product and engineering updates.

Claude Code+4Claude CodeCodexOpenClawHermesmore agentsAgents.md.mdform.goldshort: /feedbackfull: form.gold/f/...What's your perspective?Share your thoughts...What's the context?Add details...Why does this matter?Explain why...Anything else we should know?OptionalSubmitFormvoiced opinions,facts, whysflow in

See it live

This is the actual player. Try it.

Highlighted code, image choices, instant quiz scoring, multi-page flow — all defined in one Markdown file. No sign-up, nothing sent.

form.gold/demoLive demo

Product feedback

This entire form is a Markdown file — branding, pages, the quiz answer key, and the highlighted code below all live in plain text.

export function greet(name: string): string {
  return `hello, ${name}`
}
0 of 40%

Page 1 of 3

Warm-up

Reading the snippet above — what does greet("Sam") return? *
How clear was that question?
ConfusingCrystal clear
Try the live form →

Opens a real published form — submit it and the response lands in a live dashboard.

27Builders
24Forms published
637Responses collected

The loop

The form is where the story changes shape.

Draft, publish, retrieve, synthesize, and update. Motivation Form gives respondents a focused page and gives the agent structured evidence it can carry back into the PRD, Linear, or code.

Problems solved

For feedback loops, employee quizzes, and agent-run intake.

Motivation Form gives agents and developers a practical way to collect structured answers, grade knowledge checks, and turn responses into usable context.

Learn agent-first forms

How do I improve agent feedback?

Use Motivation Form to publish structured feedback forms your agent can read later. Ask for ratings, ranked choices, screenshots, code snippets, or free-text notes, then pull a Markdown response report back into the same agent workflow.

What is the best way to engage employees with quizzes?

Build scored employee quizzes from a Markdown file, keep answer keys server-side, and show pass/fail results after submit. Teams can add media prompts, one-question-per-page flow, and exports without using a browser builder.

How can I collect product feedback for AI workflows?

Create product-feedback forms with image choices, video prompts, conditional follow-ups, and files. Responses become structured data that agents can summarize, compare, and turn into the next product decision.

How do I launch an intake form without a form builder?

Define the form as a version-controlled Markdown file and deploy it through MCP, CLI, or API. Motivation Form hosts the public page, stores responses, sends email notifications, and keeps the dashboard available for review.

Common questions

Clear answers for teams comparing form systems.

Short answers for agents, search engines, and form owners evaluating whether Motivation Form fits their workflow.

Read the full FAQ

What is Motivation Form?

Motivation Form is the agent-first form-as-a-service for developers and AI agents. Forms are defined as Markdown files or structured config, deployed through MCP, REST API, or CLI, and hosted as public pages at form.gold.

Who is Motivation Form for?

Motivation Form is built for developers, AI agents, research teams, product teams, and operators who want version-controlled forms without maintaining a browser-based form builder.

How does Motivation Form work with AI agents?

An agent can create a form, deploy it, inspect responses, generate a Markdown response report, and export data through the same MCP and REST lifecycle. The form owner keeps the schema in a reviewable file.

Can Motivation Form run employee quizzes?

Yes. Motivation Form supports scored quizzes with server-side answer keys, pass/fail rules, optional answer reveal, media prompts, and one-question-per-page flows.

Can Motivation Form collect media and files?

Yes. Forms can collect images, video, audio recordings, files, code snippets, rankings, ratings, NPS, matrix answers, and free-text responses from a hosted public page.

How is Motivation Form different from a traditional form builder?

Traditional form builders center on manual browser editing. Motivation Form centers on agent and developer workflows: portable form files, API-first deployment, MCP tools, CLI commands, and agent-readable exports.

Solution-aware buyers

Pick Motivation Form when forms need to be built by agents, reviewed in code, and read back as data.

For teams comparing form tools, Motivation Form is the agent-first option: Markdown source files, hosted public pages, API/MCP/CLI deployment, response reports, and exports in one lifecycle.

Product feedback

Collect product feedback your agent can use immediately

Use media prompts, ranking fields, screenshots, and free-text follow-ups to capture product signal. Export responses as Markdown, CSV, JSON, or a response report your agent can summarize and compare.

Employee quizzes

Run scored employee quizzes without exposing answer keys

Build knowledge checks in a Markdown file, keep scoring server-side, show pass/fail results after submit, and review quiz outcomes in the dashboard.

Agent intake

Turn onboarding and request intake into structured context

Publish intake forms for support, sales, waitlists, user research, and internal requests. Agents can deploy the form, inspect responses, and produce follow-up reports through MCP or the API.

Need a no-code form builder?

Use a traditional builder when a human needs to drag fields around in a browser.

Need forms in git?

Use Motivation Form when the form schema should live as a reviewable Markdown file.

Need agent automation?

Use Motivation Form when MCP, CLI, API deployment, and agent-readable exports matter.

Use-case playbooks

Concrete agent-first patterns for quizzes, surveys, research, and intake.

Motivation Form is strongest when the form is one step in an agent workflow: the agent drafts the questions, deploys the page, reads responses, and turns the signal into the next action.

Agent training quiz

Grade agent training without leaking the answer key

Scenario

A support or sales team needs to test whether agents understand policy, product details, or escalation rules before they handle real conversations.

Form pattern

Use quiz mode with one-question-per-page flow, media or code prompts, server-side answers, pass/fail thresholds, and optional answer reveal after submit.

Agent follow-through

A Codex or Claude Code workflow can generate the quiz from training docs, deploy it, pull scored responses, and summarize weak knowledge areas by cohort.

Post-call survey

Turn post-call feedback into structured follow-up work

Scenario

A customer success, recruiting, or research team wants better signal after a call than a generic satisfaction score.

Form pattern

Collect rating, NPS, ranking, text, audio, screenshots, or file uploads in a short branded form sent immediately after the conversation.

Agent follow-through

An agent can read responses, extract objections and next steps, compare answers across calls, and produce a follow-up report for the form owner.

Product research

Run concept tests with media, rankings, and evidence

Scenario

A product team needs respondents to compare designs, inspect a demo, or explain why one direction is more compelling.

Form pattern

Embed images, video, YouTube clips, PDFs, or code snippets above the question, then collect ranked choices and qualitative rationale.

Agent follow-through

The same agent that drafted the study can export Markdown, CSV, or JSON, cluster themes, and propose the next round of questions.

Request intake

Capture clean intake before an agent starts work

Scenario

An operator wants incoming requests to arrive with enough context for an AI agent or internal team to act without another clarification loop.

Form pattern

Publish a Markdown intake form with required context, optional attachments, access controls, email notifications, and a dashboard for review.

Agent follow-through

MCP and API tools let agents create the form, inspect new responses, draft replies, and keep the schema versioned in git.

One form system for surveys and scored quizzes.

Start with a simple intake form, then add pages, media, conditional follow-ups, and scoring only when the question needs it.

Intake

Single-page intake

Contact forms, waitlists, onboarding briefs, support requests, and lightweight qualification flows.

Survey

Multi-page research

NPS, ranking, matrix, rating, conditional follow-ups, and one-question-per-page studies.

Scored quiz

Scored responses

Correct answers stay server-side. Show scores, pass/fail, and per-question results after submit.

research.mdsurvey + media
fields:
  - id: concept_video
    type: statement
    media:
      type: video
      url: https://cdn.example.com/demo.mp4
  - id: snippet
    type: code
    label: Paste the integration code
    language: typescript
  - id: design_pick
    type: radio
    options:
      - label: Direction A
        media: { type: image, url: https://... }

Media support

Image prompts & uploads
Video & YouTube embeds
Audio prompts & in-browser recording
PDF & document embeds
Highlighted code — written & shown
3D model embeds
Visual choice cards
File uploads

Rich media can sit above a field or inside individual answer options, so agents can build visual comparisons and product-feedback flows from config.

From question to product change.

Use the hosted form for structured input, then carry the evidence back into the work that prompted the question.

Select a step to expand the handoff

API, MCP, and CLI share the same lifecycle.

Agents can create the form, publish it, inspect responses, generate reports, and export data without a browser session.

MCP

12 tools for create, deploy, protect, report, and export.

https://app.form.gold/api/mcp

REST API

HTTP + bearer key for custom products, jobs, and webhooks.

POST /api/forms

CLI

Create, deploy, list, report, and export from the terminal.

mf deploy research.md

Predictable cost. Compounding customer intelligence.

Every response reduces uncertainty: what users want, why they hesitate, and what to build next. Forms turn scattered opinions into structured signal.

Better insight compounds into better decisions.

Collection cost stays flat and predictable.

Trust & compliance

Built for forms that collect real customer signal.

Motivation Form keeps sensitive paths explicit: API keys stay server-side, bot checks run before writes, and legal docs are ready for review.

Review security details

Private by default

Form owners control what they collect. Respondent data is stored in Supabase with row-level security and server-only service credentials.

Bot protection

Cloudflare Turnstile is included on public forms, with server-side verification before a response can be written.

Compliance-ready docs

Privacy, terms, user agreements, and data-processing terms are published for teams that need vendor review.

Not a prettier form builder.

Traditional tools are built for people clicking through a browser. Motivation Form is built for agents creating, deploying, and summarizing forms inside your workflow.

Intent becomes a live survey or quiz.

Describe what you need to learn. Your agent turns it into a readable Markdown form, multi-page survey, or scored quiz that can be reviewed before launch.

Markdown replaces the browser builder.

The collection flow is a portable .md file. Keep it in a repo, edit it in a text editor, review it in a PR, or ask your agent to revise the framing.

Submissions return as agent-readable signal.

Every submission can become structured context your agent can summarize, quote, compare, export, and turn into the next better question.

Pricing

Start free. Add funds when signal scales.

500

submissions / month

Always free — no card required

Then $0.50 per 100 additional submissions, billed monthly. That is $5 per 1,000 when you need the larger mental model.

Always included

Hosted public forms·REST API·MCP agent integration·CLI·Email notifications·Dashboard·CSV · JSON · Markdown exports·Branding·Turnstile protection