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AI Frontend Coding

Query this niche via MCPmarket_report({ query: "AI Frontend Coding", response_mode: "summary" })
active marketmarket pulse 44/1000 new builders in 30d33 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$49/mo
3 providers · median of every priced plan point, all tiers · thin evidence
MCP servers · median
$25/mo
$10–$39 middle half · 5 providers · median of every priced plan point, all tiers
2×

Agents cost 2× MCPs across all tiers — median $49 vs $25. Two different markets; a blended figure would mislead either buyer.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $49
kombai · $20
V0 Dev · $49
V0 Dev · $19
anima · $150
MCP servers $25
iter0 · $5
Buoooou Supaui Mcp · $10
simplepages · $17
marmoui · $10
iter0 · $25
Kevin Froeba Motionspec · $39
simplepages · $47
Kevin Froeba Motionspec · $249
$5
$10
$25
$50
$100
$250
AgentsMCP serversshaded = middle half · line = median
What the figures on this page are. This page is Agentery's fixed-niche view of AI Frontend Coding (latest observation 2026-10-16T03:43:44.171Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.
market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
  "niche": "ai-frontend-coding",
  "parent_sector": "developer-tools-infra",
  "provider_type_pricing": {
    "slug": "ai-frontend-coding",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 9.99,
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      "mcp": {
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        "publishable": true,
        "confidence": "moderate"
      }
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    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
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  "crowding_level": "empty",
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          "normalized_observations": 15,
          "comparable_providers": 8,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "one_time": 5,
            "ambiguous_cadence": 2,
            "unrankable_or_unparseable": 4,
            "promo": 1,
            "usage_not_monthly": 1
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "individual": 0,
      "team_sme": 0,
      "pro": 0
    },
    "billingMix": {
      "free": 5,
      "subscription": 5,
      "freemium": 6,
      "usage": 1
    },
    "freeTierShare": 0.65,
    "medianLowestUsd": 9.99
  },
  "movement": {
    "niche": "ai-frontend-coding",
    "sector": "developer-tools-infra",
    "pricedNow": 9,
    "pairs": 7,
    "repriced": [
      {
        "handle": "kevin_froeba_motionspec",
        "from": 29,
        "to": 39,
        "pct": 34.5
      }
    ],
    "newlyPriced": [
      "flowbite_mcp",
      "iter0"
    ],
    "droppedFromPriced": [],
    "likeForLikePct": 4.3,
    "kind": "mixed",
    "narrative": "Repricing + composition: 1 agent repriced — all up (avg +4.3%); 2 newly published pricing."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-16",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-17",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 100,
        "pairs": 21,
        "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": "affectui",
      "name": "Affectui",
      "url": "https://www.affectui.com/docs/ai",
      "short_summary": "Agent-ready React UI for AI products – 80+ components, app screens, blocks, illustrations and motion effects, each one .tsx file with its styles inside (no Tai…",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Individual",
              "per": "per once",
              "text": "$199 per once"
            },
            {
              "line": "Team",
              "per": "per once",
              "text": "$499 per once"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0 /forever",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Individual",
              "price": "$199 /once",
              "kind": "usage_rate",
              "unit": "once",
              "billed": "usage"
            },
            {
              "name": "Team",
              "price": "$499 /once",
              "kind": "usage_rate",
              "unit": "once",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$199 per once; $499 per once (usage-based)",
        "summary": "$199 per once; $499 per once (usage-based). affectUI offers a free tier plus one-time Individual and Team licenses, with the Individual license currently discounted to $99 for the remaining founder spots."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "anima",
      "name": "Anima",
      "url": "https://www.animaapp.com/",
      "short_summary": "Generates production-ready websites and web apps from Figma designs, text prompts, images, or by cloning existing websites, with AI-driven iteration",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 20,
            "monthly_usd": 20,
            "commitment": "monthly",
            "basis": "$20 per seat/month × 1",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$20 per Seat / month",
              "kind": "base_subscription",
              "unit": "seat",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$40 per Seat / month",
              "kind": "base_subscription",
              "unit": "seat",
              "billed": "monthly"
            },
            {
              "name": "Business",
              "price": "$150 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "Free plan; paid from $20/mo ($20 per seat/month × 1)",
        "summary": "Free plan; paid from $20/mo ($20 per seat/month × 1). Anima offers a free tier plus monthly per-seat Starter and Pro plans and a Business plan starting at $150 per month."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "buoooou_supaui_mcp",
      "name": "SupaUI MCP",
      "url": "https://buouui.com",
      "short_summary": "generates UI components and integrates with Claude and Windsurf AI assistants for custom component query and generation",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "BuouUI Basic Plan",
            "monthly_native": 9.9,
            "monthly_usd": 9.9,
            "commitment": "monthly",
            "basis": "$9.9/month",
            "billing_verified": true
          },
          "currency": "USD",
          "notes": [
            "other prices: BuouUI Lifetime Plan $79 (one-time); All Bundle Plan $189 (one-time)"
          ],
          "lines": [
            {
              "name": "BuouUI Basic Plan",
              "price": "$9.9/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "BuouUI Lifetime Plan",
              "price": "$79",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "All Bundle Plan",
              "price": "$189",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 9.9,
        "monthly_usd": 9.9,
        "headline": "From $9.9/mo",
        "summary": "From $9.9/mo. BuouUI offers a $9.9/month Basic plan plus $79 and $189 one-time lifetime bundle options."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "iter0",
      "name": "Iter0",
      "url": "https://iter0.com",
      "short_summary": "iter0 is an AI website builder for tech founders. Talk to the Launch CEO, pick a design, edit it, then export the HTML or open a GitHub pull request.\n\nThis MCP…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Hobby",
            "monthly_native": 5,
            "monthly_usd": 5,
            "commitment": "monthly",
            "basis": "$5/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0 / month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Hobby",
              "price": "$5 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$25 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 5,
        "monthly_usd": 5,
        "headline": "Free plan; paid from $5/mo",
        "summary": "Free plan; paid from $5/mo. Iter0 offers a free tier with 3 monthly credits plus Hobby at $5/month and Pro at $25/month, with additional AI image generation charged separately."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "kevin_froeba_motionspec",
      "name": "Kevin Froeba Motionspec",
      "url": "https://motionspec.dev",
      "short_summary": "The official MotionSpec server. Verifies and compiles the UI animation inside AI-generated web apps.\n\nTwo keyless tools. motion_catalog returns the 40 verified…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Dev Key",
            "monthly_native": 39,
            "monthly_usd": 39,
            "commitment": "monthly",
            "basis": "$39/month",
            "billing_verified": true
          },
          "currency": "USD",
          "notes": [
            "other prices: Motion Report $29 once (one-time)"
          ],
          "lines": [
            {
              "name": "Motion Report",
              "price": "$29 once",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Agency",
              "price": "$249 /month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Dev Key",
              "price": "$39 /month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 39,
        "monthly_usd": 39,
        "headline": "From $39/mo",
        "summary": "From $39/mo. MotionSpec offers a $29 one-time report, a $39/month developer plan, and a $249/month agency plan."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "marmoui",
      "name": "Marmoui",
      "url": "https://www.marmoui.com",
      "short_summary": "Design-system knowledge for AI agents: live React component APIs, patterns, and generated-code validation. Agents build real dashboards, not slop.",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 9.99,
            "monthly_usd": 9.99,
            "commitment": "monthly",
            "basis": "$9.99/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$9.99 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9.99,
        "monthly_usd": 9.99,
        "headline": "Free plan; paid from $9.99/mo",
        "summary": "Free plan; paid from $9.99/mo. Marmo UI offers a free open-source tier and a Pro subscription at $9.99 per month for branded generation and additional design-system features."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "simplepages",
      "name": "Simplepages",
      "url": "https://simplepages.ai/mcp",
      "short_summary": "Build and edit landing pages and websites from your AI assistant, and pull how they are performing.\n\nSimplepages is an AI landing page and website builder. Con…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Launch",
            "monthly_native": 7,
            "monthly_usd": 7,
            "commitment": "monthly",
            "basis": "$7/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Annual Save 17%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "billing period unverified: the pricing page has a \"Monthly Annual Save 17%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Launch",
              "price": "$7 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Grow",
              "price": "$17 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scale",
              "price": "$47 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 7,
        "monthly_usd": 7,
        "headline": "From $7/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "From $7/mo (billing period unverified: page has a Monthly/Annual toggle). SimplePages offers three monthly subscription plans from $7/mo to $47/mo, with free building and editing before publishing."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "ui_factory",
      "name": "Ui Factory",
      "url": "https://api.m2mcent.com/ui-factory-mcp/api/process",
      "short_summary": "UI Factory is a premium micro-service from the M2MCent factory, configured as a Model Context Protocol (MCP) server. Functionality: Generates production React…",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "ui-factory-mcp execution",
              "per": "per execution",
              "text": "$0.1 per execution"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "ui-factory-mcp execution",
              "price": "0.1 USDC per execution",
              "kind": "usage_rate",
              "unit": "execution",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.1 per execution (usage-based)",
        "summary": "$0.1 per execution (usage-based). The service charges 0.1 USDC per execution through x402 micropayment settlement on Base Mainnet."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "aceto",
      "name": "Aceto",
      "url": "https://github.com/alexzeitler/aceto",
      "short_summary": "An open-source local development server with a browser overlay and MCP interface for building and editing HTML/Tailwind mockups with an AI agent.",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for Aceto in the available homepage content."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "aspnetzero_blazor_telerik",
      "name": "Aspnetzero Blazor Telerik",
      "url": "https://github.com/qmmughal/aspnetzero-blazor-telerik-skill",
      "short_summary": "Claude Code Agent Skill for building and reviewing Telerik UI for Blazor in ASP.NET Zero and ABP solutions on .NET 10+, covering integration, backend services,…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing information was observed on the available repository homepage."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "glaze",
      "name": "Glaze",
      "url": "https://glaze.app/",
      "short_summary": "AI-powered desktop app builder that creates native Mac applications through natural language descriptions. Build local-first apps with OS integration, file sys…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 10,
            "monthly_usd": 10,
            "commitment": "monthly",
            "basis": "$10/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$10 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Team",
              "price": "Free during Beta",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free plan; paid from $10/mo",
        "summary": "Free plan; paid from $10/mo. Glaze offers a free plan, a Pro plan at $10 per month, and Team features free during the beta."
      },
      "home_niche": "ai-app-builder",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "windsurf",
      "name": "Windsurf AI Editor",
      "url": "https://windsurf.dev",
      "short_summary": "AI-powered coding assistance including code generation, refactoring, debugging, testing, and automation within an AI editor",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown in the supplied Windsurf.dev homepage content."
      },
      "home_niche": "ide-coding-agent",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/ai-frontend-coding",
  "summary": {
    "niche": "ai-frontend-coding",
    "sector": "developer-tools-infra",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Individual median $10/mo (3 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "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": 3,
          "reliability": "low",
          "median": 9.9,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 3,
          "reliability": "low",
          "median": 25,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "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": [
            20,
            49
          ]
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "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": [
            19,
            150
          ]
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "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": [
            47,
            249
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-frontend-coding"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-frontend-coding",
    "counts": {
      "listings_with_price_capture": 34,
      "listings_with_observed_public_price": 17,
      "providers_with_numeric_monthly_price_latest_scan": 9,
      "like_for_like_comparable_pairs": 7
    },
    "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": 9.45,
        "provider_count": 4,
        "plan_observation_count": 4,
        "data_confidence": 0.31,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.2,
          "provider_count": 4,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "iter0",
            "usd": 5
          },
          {
            "provider": "v0_dev",
            "usd": 9
          },
          {
            "provider": "buoooou_supaui_mcp",
            "usd": 9.9
          },
          {
            "provider": "simplepages",
            "usd": 17
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 25,
        "provider_count": 5,
        "plan_observation_count": 5,
        "data_confidence": 0.38,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.25,
          "provider_count": 5,
          "plan_observation_count": 5
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "marmoui",
            "usd": 9.99
          },
          {
            "provider": "kombai",
            "usd": 20
          },
          {
            "provider": "iter0",
            "usd": 25
          },
          {
            "provider": "kevin_froeba_motionspec",
            "usd": 39
          },
          {
            "provider": "v0_dev",
            "usd": 49
          }
        ],
        "p25": 20,
        "p75": 39
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 98.5,
        "provider_count": 4,
        "plan_observation_count": 4,
        "data_confidence": 0.31,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.2,
          "provider_count": 4,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "v0_dev",
            "usd": 19
          },
          {
            "provider": "simplepages",
            "usd": 47
          },
          {
            "provider": "anima",
            "usd": 150
          },
          {
            "provider": "kevin_froeba_motionspec",
            "usd": 249
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 34,
      "listings_with_observed_public_price": 17,
      "normalized_observations": 15,
      "comparable_providers": 8,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "one_time": 5,
        "ambiguous_cadence": 2,
        "unrankable_or_unparseable": 4,
        "promo": 1,
        "usage_not_monthly": 1
      }
    },
    "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": {
      "one_time": 5,
      "ambiguous_cadence": 2,
      "unrankable_or_unparseable": 4,
      "promo": 1,
      "usage_not_monthly": 1
    },
    "billing_mix": {
      "free": 5,
      "subscription": 5,
      "freemium": 6,
      "usage": 1
    },
    "free_tier_share": 0.65,
    "top_providers": [
      {
        "agent_id": "affectui",
        "name": "Affectui",
        "price": {
          "commercial": {
            "rates": [
              {
                "line": "Individual",
                "per": "per once",
                "text": "$199 per once"
              },
              {
                "line": "Team",
                "per": "per once",
                "text": "$499 per once"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0 /forever",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Individual",
                "price": "$199 /once",
                "kind": "usage_rate",
                "unit": "once",
                "billed": "usage"
              },
              {
                "name": "Team",
                "price": "$499 /once",
                "kind": "usage_rate",
                "unit": "once",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "$199 per once; $499 per once (usage-based)",
          "summary": "$199 per once; $499 per once (usage-based). affectUI offers a free tier plus one-time Individual and Team licenses, with the Individual license currently discounted to $99 for the remaining founder spots."
        },
        "observed": true
      },
      {
        "agent_id": "anima",
        "name": "Anima",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Starter",
              "monthly_native": 20,
              "monthly_usd": 20,
              "commitment": "monthly",
              "basis": "$20 per seat/month × 1",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Starter",
                "price": "$20 per Seat / month",
                "kind": "base_subscription",
                "unit": "seat",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$40 per Seat / month",
                "kind": "base_subscription",
                "unit": "seat",
                "billed": "monthly"
              },
              {
                "name": "Business",
                "price": "$150 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 20,
          "monthly_usd": 20,
          "headline": "Free plan; paid from $20/mo ($20 per seat/month × 1)",
          "summary": "Free plan; paid from $20/mo ($20 per seat/month × 1). Anima offers a free tier plus monthly per-seat Starter and Pro plans and a Business plan starting at $150 per month."
        },
        "observed": true
      },
      {
        "agent_id": "buoooou_supaui_mcp",
        "name": "SupaUI MCP",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "BuouUI Basic Plan",
              "monthly_native": 9.9,
              "monthly_usd": 9.9,
              "commitment": "monthly",
              "basis": "$9.9/month",
              "billing_verified": true
            },
            "currency": "USD",
            "notes": [
              "other prices: BuouUI Lifetime Plan $79 (one-time); All Bundle Plan $189 (one-time)"
            ],
            "lines": [
              {
                "name": "BuouUI Basic Plan",
                "price": "$9.9/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "BuouUI Lifetime Plan",
                "price": "$79",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "All Bundle Plan",
                "price": "$189",
                "kind": "one_off",
                "billed": "one_off"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 9.9,
          "monthly_usd": 9.9,
          "headline": "From $9.9/mo",
          "summary": "From $9.9/mo. BuouUI offers a $9.9/month Basic plan plus $79 and $189 one-time lifetime bundle options."
        },
        "observed": true
      },
      {
        "agent_id": "iter0",
        "name": "Iter0",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Hobby",
              "monthly_native": 5,
              "monthly_usd": 5,
              "commitment": "monthly",
              "basis": "$5/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0 / month",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Hobby",
                "price": "$5 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$25 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 5,
          "monthly_usd": 5,
          "headline": "Free plan; paid from $5/mo",
          "summary": "Free plan; paid from $5/mo. Iter0 offers a free tier with 3 monthly credits plus Hobby at $5/month and Pro at $25/month, with additional AI image generation charged separately."
        },
        "observed": true
      },
      {
        "agent_id": "kevin_froeba_motionspec",
        "name": "Kevin Froeba Motionspec",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Dev Key",
              "monthly_native": 39,
              "monthly_usd": 39,
              "commitment": "monthly",
              "basis": "$39/month",
              "billing_verified": true
            },
            "currency": "USD",
            "notes": [
              "other prices: Motion Report $29 once (one-time)"
            ],
            "lines": [
              {
                "name": "Motion Report",
                "price": "$29 once",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Agency",
                "price": "$249 /month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Dev Key",
                "price": "$39 /month",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 39,
          "monthly_usd": 39,
          "headline": "From $39/mo",
          "summary": "From $39/mo. MotionSpec offers a $29 one-time report, a $39/month developer plan, and a $249/month agency plan."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-frontend-coding"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-frontend-coding",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "affectui"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "affectui"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

15 providers, one sortable view

Dense enough for many listings; progressive disclosure keeps mobile usable.

ProviderTypeFromVs niche medianLiveness
AffectuiAgent-ready React UI for AI products – 80+ components, app screens, blocks, illustrations and motion effects, each one .tsx file with its styles inside (no Tai…
mcpFree tierpaid plans vary—100% livemcp100% live
AnimaGenerates production-ready websites and web apps from Figma designs, text prompts, images, or by cloning existing websites, with AI-driven iteration
mcp$20from / mo20% below100% livemcp20% below median100% live
SupaUI MCPgenerates UI components and integrates with Claude and Windsurf AI assistants for custom component query and generation
mcp$9.90from / mo60.4% below100% livemcp60.4% below median100% live
Iter0iter0 is an AI website builder for tech founders. Talk to the Launch CEO, pick a design, edit it, then export the HTML or open a GitHub pull request. This MCP…
mcp$5from / mo80% below100% livemcp80% below median100% live
Kevin Froeba MotionspecThe official MotionSpec server. Verifies and compiles the UI animation inside AI-generated web apps. Two keyless tools. motion_catalog returns the 40 verified…
mcp$39from / mo56% above89% livemcp56% above median89% live
MarmouiDesign-system knowledge for AI agents: live React component APIs, patterns, and generated-code validation. Agents build real dashboards, not slop.
mcp$9.99from / mo60% below89% livemcp60% below median89% live
SimplepagesBuild and edit landing pages and websites from your AI assistant, and pull how they are performing. Simplepages is an AI landing page and website builder. Con…
mcp$7from / mo72% below89% livemcp72% below median89% live
Eleva JsLightweight vanilla JavaScript frontend framework (~2.5KB gzipped) with built-in AI agent support, signal-based reactivity, and zero dependencies. Designed for…
agentFreefree to use—100% liveagent100% live
FlowbiteOpen-source MCP server that integrates Tailwind CSS and Flowbite UI components into AI development workflows. Supports Cursor, Windsurf, and Claude with tools…
mcpFree tierpaid plans vary—100% livemcp100% live
KombaiAI design engineer that creates standout website and product UIs, then generates production-ready frontend code using your tech stack. Syncs designs, code, and…
agent$20from / mo20% below89% liveagent20% below median89% live
LayrrCLI tool that turns your browser into a visual code editor for local web apps. Select DOM elements and describe changes; an AI coding agent updates your source…
agentFreefree to use—89% liveagent89% live
RisaldashESP32/ESP8266 web dashboard library with MCP integration. Creates responsive real-time dashboards with 30+ widgets, AI control via Model Context Protocol, and…
mcpFreefree to use—89% livemcp89% live
Telerik Mcp ServersMCP servers providing AI coding assistants and agentic UI generators for Telerik and Kendo UI components. Offers component-level context for .NET and JavaScrip…
mcp$74.92from / mo199.7% above89% livemcp199.7% above median89% live
V0 DevAn AI coding-agent skill for generating React and shadcn/ui components, landing pages, dashboards, forms, and other UI prototypes with v0 by Vercel.
mcp$9from / mo64% below100% livemcp64% below median100% live
Wind UiTailwind CSS utility-first styling framework for Flutter with AI agent integration. Includes MCP server for live docs lookup and Claude Code plugin for AI-assi…
mcpFreefree to use—100% livemcp100% live
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.