AI Mockup Prototyping
Query this niche via MCP
niche_report({ niche: "ai-mockup-prototyping" })Agents · median
MCP servers · median
$54/mo
All plans — Agents vs MCPs
each dot = one provider · log scaleMCP servers $54
Brag Fast · $12
sudomcp · $25
Brag Fast · $54
sudomcp · $89
$10
$25
$50
$100
AgentsMCP serversshaded = middle half · line = median
All plans
4 pricedProvidervs its cohort medianMonthly
Brag Fastmcp
$12 below
sudomcpmcp
$25 below
Brag Fastmcp
$54 ~median
sudomcpmcp
$89 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
This page is the human view of the MCP answer. The same structured `niche_report` / `price_benchmark` an agent receives over MCP or REST.
niche_reportprice_benchmark
See the MCP response behind this pageniche_report
{
"niche": "ai-mockup-prototyping",
"parent_sector": "design-creative",
"provider_type_pricing": {
"slug": "ai-mockup-prototyping",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
"provider_type_methodology_published_at": "2026-07-31",
"blended": {
"median": 12,
"p25": null,
"p75": null,
"providers": 3
},
"by_provider_type": {
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"providers": 1,
"publishable": false,
"confidence": "insufficient",
"reason": "Fewer than three comparable priced Agent-economy products are available."
},
"mcp": {
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"publishable": false,
"confidence": "insufficient",
"reason": "Fewer than three comparable priced MCP servers are available."
}
},
"recommended_cohort": null,
"recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
"fallback_context": null,
"context_note": null
},
"crowding_level": "sparse",
"observed_node_count": 2,
"adjacent_niches": [
"illustration-generation-agent",
"website-design-agent",
"3d-modeling-agent",
"ui-prototyping",
"logo-branding-agent",
"ecad-hardware-design-agent"
],
"market_pulse": {
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"comparable_agents": 3,
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"confidence": "high",
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"tier_own_move": {
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},
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"tier_obs_range": {
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},
"pricing": {
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"observed": 3,
"byPersona": {
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"reliability": "none",
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"p25": null,
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"individual": {
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"status": "ok",
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"data_confidence": 0.15,
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"provider_count": 2,
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"members": [
{
"provider": "brag_fast",
"usd": 12
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{
"provider": "sudomcp",
"usd": 25
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{
"tier": "pro",
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"provider_count": 3,
"plan_observation_count": 5
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"reliability": "low",
"members": [
{
"provider": "banani_mockup_generator",
"usd": 21
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{
"provider": "brag_fast",
"usd": 54
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{
"provider": "sudomcp",
"usd": 89
}
]
}
],
"rejected": {
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"evidence": {
"status": "ok",
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"observed_offers": [
{
"billing": "monthly",
"unit": "flat",
"count": 8,
"offers": [
{
"provider": "banani_mockup_generator",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$12/mo (Yearly) / $20/mo (Monthly)",
"monthly_usd": 12
},
{
"provider": "banani_mockup_generator",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$30/mo (Yearly) / $50/mo (Monthly)",
"monthly_usd": 30
},
{
"provider": "brag_fast",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$12 /mo",
"monthly_usd": 12
},
{
"provider": "brag_fast",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$29 /mo",
"monthly_usd": 29
},
{
"provider": "brag_fast",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$79 /mo",
"monthly_usd": 79
},
{
"provider": "sudomcp",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$25",
"monthly_usd": 25
},
{
"provider": "sudomcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$89",
"monthly_usd": 89
},
{
"provider": "sudomcp",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$199",
"monthly_usd": 199
}
]
},
{
"billing": "unspecified_period",
"unit": "flat",
"count": 2,
"offers": [
{
"provider": "banani_mockup_generator",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact Sales",
"monthly_usd": null
},
{
"provider": "sudomcp",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
}
]
}
],
"coverage": {
"priced_providers": 3,
"normalized_observations": 8,
"comparable_providers": 3,
"strict_cohorts": 2,
"exclusion_reasons": {
"ambiguous_cadence": 2
}
}
}
},
"billingMix": {
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},
"freeTierShare": 1,
"medianLowestUsd": 12
},
"movement": null,
"index_series": {
"series": [
{
"day": "2026-07-09",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-07-10",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-07-11",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-12",
"index": 100,
"pairs": 0,
"dayChangePct": 0
},
{
"day": "2026-07-13",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-14",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-15",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-16",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-17",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-18",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-19",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-20",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-21",
"index": 100,
"pairs": 3,
"dayChangePct": 0
},
{
"day": "2026-07-22",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-07-23",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-07-24",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-07-25",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-07-26",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-07-27",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-07-28",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-07-29",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-07-30",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-07-31",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-01",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-02",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-03",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-04",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-05",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-06",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-08-07",
"index": 100,
"pairs": 6,
"dayChangePct": 0
}
],
"latest": 100,
"day_change_pct": 0,
"methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
},
"top_agents": [
{
"agent_id": "brag_fast",
"name": "brag-fast",
"url": "https://brag.fast",
"short_summary": "turns shipped wins into branded visuals and post-ready copy",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 12,
"monthly_usd": 12,
"headline": "Free tier, then from $12/mo",
"summary": "Free tier, then from $12/mo. brag.fast offers 30 free credits, followed by monthly plans from $12 for 200 credits to $79 for 2,500 credits."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "sudomcp",
"name": "SudoMock",
"url": "https://sudomock.com",
"short_summary": "renders photorealistic product mockups from PSD templates and designs",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 25,
"monthly_usd": 25,
"headline": "Free tier, then from $25/mo",
"summary": "Free tier, then from $25/mo. SudoMock offers a permanent free dashboard tier with 500 one-time renders, paid plans from $25/month, and custom Enterprise pricing."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "banani_mockup_generator",
"name": "Banani Mockup Generator",
"url": "https://banani.co/product/ai-mockup-generator",
"short_summary": "AI-powered tool that generates UI mockups for mobile apps, websites, and landing pages from text descriptions. Users can customize styles, edit with AI prompts…",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 12,
"monthly_usd": 12,
"headline": "Free tier, then from $12/mo",
"summary": "Free tier, then from $12/mo. Banani offers a permanent free plan, Plus and Pro subscriptions with yearly or monthly pricing, and a contact-sales Enterprise plan."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "bezelbub_mcp",
"name": "Bezelbub",
"url": "https://github.com/cwooddgr/bezelbub/tree/main/bezelbub-mcp",
"short_summary": "An MCP server for macOS that lets AI assistants frame screenshots and screen recordings in realistic Apple device bezels, including iPhone, iPad, MacBook, iMac…",
"price": {
"observed": false,
"billing": "unknown",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "GitHub offers a free plan, a Team plan at $4 per user/month, and Enterprise starting at $21 per user/month."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "drawio_mcp_server",
"name": "Drawio",
"url": "https://github.com/simonkurtz-MSFT/drawio-mcp-server",
"short_summary": "MCP server for programmatic diagram generation using Draw.io. Generates Draw.io XML directly with 700+ Azure icons, basic shapes, fuzzy search, and batch opera…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No pricing for the Draw.io MCP Server is publicly stated in the supplied repository content."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "frameflow",
"name": "Frameflow",
"url": "https://github.com/realZachi/frameflow",
"short_summary": "An open-source, local-first browser canvas editor where an AI agent creates editable iOS App Store screenshot sets using real design elements, with support for…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing for Frameflow was observed in the supplied context."
},
"evidence_quality": "unclear",
"upvotes": 0
},
{
"agent_id": "hypershots",
"name": "Hypershots",
"url": "https://github.com/hypersocialinc/hypershots",
"short_summary": "Open-source skill for Claude Code and Codex that generates App Store screenshots using deterministic HTML layouts, localized copy, device frames, and optional…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing for HyperShots is shown in the supplied context."
},
"evidence_quality": "unclear",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "mockflow_agent_skills",
"name": "Agent Skills",
"url": "https://mockflow.com/skills/",
"short_summary": "provides downloadable agent skills for AI assistants to generate wireframes, flowcharts, whiteboards, tables, diagrams and UI designs via MockFlow MCP",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 9.22,
"monthly_usd": 10.63,
"headline": "Free tier, then from $9.22/mo",
"summary": "Free tier, then from $9.22/mo. MockFlow offers a permanent free Basic plan and paid Suite, WireframePro, and IdeaBoard plans with publicly displayed euro prices primarily shown as billed yearly."
},
"home_niche": "design-ai-assistant",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/ai-mockup-prototyping",
"summary": {
"niche": "ai-mockup-prototyping",
"sector": "design-creative",
"pricing_by_provider_type": {
"headline": "No published benchmark for ai-mockup-prototyping yet — too few comparable priced providers. Observed offers are listed.",
"benchmarks": [
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"buyer_tier": "individual",
"buyer_tier_label": "Individual",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 2,
"reliability": "low",
"median": null,
"p25": null,
"p75": null,
"status": "observed_offers_only",
"observed_offers": [
12,
25
]
},
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"buyer_tier": "pro",
"buyer_tier_label": "Pro",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 2,
"reliability": "low",
"median": null,
"p25": null,
"p75": null,
"status": "observed_offers_only",
"observed_offers": [
54,
89
]
}
],
"warnings": [],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "ai-mockup-prototyping"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/ai-mockup-prototyping",
"counts": {
"listings_with_price_capture": 7,
"listings_with_observed_public_price": 3,
"providers_with_numeric_monthly_price_latest_scan": null,
"like_for_like_comparable_pairs": null
},
"movement": {
"d": {
"published": false,
"value_pct": null,
"held_reason": null
},
"w": {
"published": false,
"value_pct": null,
"held_reason": null
},
"m": {
"published": false,
"value_pct": null,
"held_reason": null
}
},
"pricing_version": "cohorts-1",
"pricing_status": "ok",
"pricing_by_tier": [
{
"tier": "individual",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 18.5,
"provider_count": 2,
"plan_observation_count": 2,
"data_confidence": 0.15,
"data_confidence_basis": {
"provider_component": 0.17,
"observation_component": 0.1,
"provider_count": 2,
"plan_observation_count": 2
},
"reliability": "low",
"members": [
{
"provider": "brag_fast",
"usd": 12
},
{
"provider": "sudomcp",
"usd": 25
}
]
},
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 54,
"provider_count": 3,
"plan_observation_count": 5,
"data_confidence": 0.25,
"data_confidence_basis": {
"provider_component": 0.25,
"observation_component": 0.25,
"provider_count": 3,
"plan_observation_count": 5
},
"reliability": "low",
"members": [
{
"provider": "banani_mockup_generator",
"usd": 21
},
{
"provider": "brag_fast",
"usd": 54
},
{
"provider": "sudomcp",
"usd": 89
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 7,
"listings_with_observed_public_price": 3,
"normalized_observations": 8,
"comparable_providers": 3,
"strict_cohorts": 2,
"exclusion_reasons": {
"ambiguous_cadence": 2
}
},
"pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
"pricing_excluded_observations": {
"ambiguous_cadence": 2
},
"billing_mix": {
"freemium": 3
},
"free_tier_share": 1,
"top_providers": [
{
"agent_id": "brag_fast",
"name": "brag-fast",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 12,
"monthly_usd": 12,
"headline": "Free tier, then from $12/mo",
"summary": "Free tier, then from $12/mo. brag.fast offers 30 free credits, followed by monthly plans from $12 for 200 credits to $79 for 2,500 credits."
},
"observed": true
},
{
"agent_id": "sudomcp",
"name": "SudoMock",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 25,
"monthly_usd": 25,
"headline": "Free tier, then from $25/mo",
"summary": "Free tier, then from $25/mo. SudoMock offers a permanent free dashboard tier with 500 one-time renders, paid plans from $25/month, and custom Enterprise pricing."
},
"observed": true
},
{
"agent_id": "banani_mockup_generator",
"name": "Banani Mockup Generator",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 12,
"monthly_usd": 12,
"headline": "Free tier, then from $12/mo",
"summary": "Free tier, then from $12/mo. Banani offers a permanent free plan, Plus and Pro subscriptions with yearly or monthly pricing, and a contact-sales Enterprise plan."
},
"observed": true
},
{
"agent_id": "bezelbub_mcp",
"name": "Bezelbub",
"price": {
"observed": false,
"billing": "unknown",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "GitHub offers a free plan, a Team plan at $4 per user/month, and Enterprise starting at $21 per user/month."
},
"observed": false
},
{
"agent_id": "drawio_mcp_server",
"name": "Drawio",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No pricing for the Draw.io MCP Server is publicly stated in the supplied repository content."
},
"observed": false
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "ai-mockup-prototyping"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "ai-mockup-prototyping",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "brag_fast"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "brag_fast"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
3 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
brag-fastturns shipped wins into branded visuals and post-ready copy
SudoMockrenders photorealistic product mockups from PSD templates and designs
Banani Mockup GeneratorAI-powered tool that generates UI mockups for mobile apps, websites, and landing pages from text descriptions. Users can customize styles, edit with AI prompts…Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.