Cloud Resource Request Fulfilment
Query this niche via MCP
market_report({ query: "Cloud Resource Request Fulfilment", response_mode: "summary" })Agents · median
MCP servers · median
$75/mo
All plans — Agents vs MCPs
each dot = one provider · log scaleMCP servers $75
Aiven Mcp · $9
agentmetal · $30
Workers Bindings · $25
Jade Mcp · $32
Aiven Mcp · $75
agentmetal · $77
Aiven Mcp · $225
Workers Bindings · $250
$10
$25
$50
$100
$250
AgentsMCP serversshaded = middle half · line = median
All plans
8 pricedProvidervs its cohort medianMonthly
Aiven Mcpmcp
$9 below
Workers Bindingsmcp
$25 below
agentmetalmcp
$30 below
Jade Mcpmcp
$32 below
Aiven Mcpmcp
$75 ~median
agentmetalmcp
$77 ~median
Aiven Mcpmcp
$225 above
Workers Bindingsmcp
$250 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of Cloud Resource Request Fulfilment (latest observation 2026-10-15T03:43:03.005Z). 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
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},
{
"day": "2026-09-20",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-09-21",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-09-22",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-09-23",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-09-24",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-09-25",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-09-26",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-09-27",
"index": 100,
"pairs": 6,
"dayChangePct": 0
},
{
"day": "2026-09-28",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-09-29",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-09-30",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-10-01",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-10-02",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-10-03",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-10-04",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-10-05",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-10-06",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-10-07",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-10-08",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-10-09",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-10-10",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-10-11",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-10-12",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-10-13",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-10-14",
"index": 100,
"pairs": 7,
"dayChangePct": 0
},
{
"day": "2026-10-15",
"index": 100,
"pairs": 7,
"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": "agentmetal",
"name": "agentmetal",
"url": "https://agentmetal.dev",
"short_summary": "provisions and manages Linux VPS servers for AI agents",
"price": {
"commercial": {
"entry_offer": {
"line": "nano / Starter",
"monthly_native": 30,
"monthly_usd": 30,
"commitment": "monthly",
"basis": "$30/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "nano / Starter",
"price": "$30/mo billed monthly",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "small / Balanced",
"price": "$55/mo billed monthly",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "medium / Performance",
"price": "$99/mo billed monthly",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 30,
"monthly_usd": 30,
"headline": "From $30/mo",
"summary": "From $30/mo. AgentMetal offers three Linux VPS plans from $30/month billed monthly, with lower-duration prepaid options starting at $1.20/day."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "novita_mcp_server",
"name": "Novita AI",
"url": "https://novita.ai",
"short_summary": "manages GPU instance resources and provides AI model APIs",
"price": {
"commercial": {
"rates": [
{
"line": "DeepSeek V4.1 Flash",
"per": "per unit",
"text": "$0.3 per unit"
},
{
"line": "DeepSeek V4 Pro 0813",
"per": "per unit",
"text": "$1.32 per unit"
},
{
"line": "DeepSeek V4 Flash 0731",
"per": "per unit",
"text": "$0.44 per unit"
},
{
"line": "DeepSeek V4 Pro",
"per": "per unit",
"text": "$1.6 per unit"
},
{
"line": "DeepSeek OCR 2",
"per": "per unit",
"text": "$0.03 per unit"
},
{
"line": "DeepSeek R1 0528",
"per": "per unit",
"text": "$0.7 per unit"
},
{
"line": "GLM 5.3 Flash",
"per": "per unit",
"text": "$0.15 per unit"
},
{
"line": "GLM 5.3",
"per": "per unit",
"text": "$1.4 per unit"
},
{
"line": "GLM 5.1",
"per": "per unit",
"text": "$1.38 per unit"
},
{
"line": "GLM 4.7 Flash",
"per": "per unit",
"text": "$0.07 per unit"
},
{
"line": "Kimi K3",
"per": "per unit",
"text": "$3 per unit"
},
{
"line": "Kimi K2.7 Code",
"per": "per unit",
"text": "$0.95 per unit"
},
{
"line": "Kimi K2.6",
"per": "per unit",
"text": "$0.8 per unit"
},
{
"line": "Kimi K2.5",
"per": "per unit",
"text": "$0.6 per unit"
},
{
"line": "Llama 3.1 8B Instruct",
"per": "per unit",
"text": "$0.02 per unit"
},
{
"line": "Llama 4 Maverick Instruct",
"per": "per unit",
"text": "$0.27 per unit"
}
],
"currency": "USD",
"lines": [
{
"name": "DeepSeek V4.1 Flash",
"price": "$0.3 /Mt input · $1.2 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "DeepSeek V4 Pro 0813",
"price": "$1.32 /Mt input · $3.96 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "DeepSeek V4 Flash 0731",
"price": "$0.44 /Mt input · $1.32 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "DeepSeek V4 Pro",
"price": "$1.6 /Mt input · $3.2 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "DeepSeek OCR 2",
"price": "$0.03 /Mt input · $0.03 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "DeepSeek R1 0528",
"price": "$0.7 /Mt input · $2.5 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "GLM 5.3 Flash",
"price": "$0.15 /Mt input · $0.5 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "GLM 5.3",
"price": "$1.4 /Mt input · $4.4 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "GLM 5.1",
"price": "$1.38 /Mt input · $4.4 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "GLM 4.7 Flash",
"price": "$0.07 /Mt input · $0.4 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Kimi K3",
"price": "$3 /Mt input · $15 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Kimi K2.7 Code",
"price": "$0.95 /Mt input · $4 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Kimi K2.6",
"price": "$0.8 /Mt input · $3.4 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Kimi K2.5",
"price": "$0.6 /Mt input · $3 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Llama 3.1 8B Instruct",
"price": "$0.02 /Mt input · $0.05 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Llama 4 Maverick Instruct",
"price": "$0.27 /Mt input · $0.85 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "$0.3 per unit; $1.32 per unit (usage-based)",
"summary": "$0.3 per unit; $1.32 per unit (usage-based). Novita.ai publicly lists model API rates by usage, primarily per million tokens for input and output, with no fixed monthly subscription price shown."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "puter",
"name": "puter",
"url": "https://docs.puter.com/mcp/",
"short_summary": "enables AI tools to interact with Puter cloud resources including file management, website publishing, and serverless worker deployment",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "aiven_mcp",
"name": "Aiven",
"url": "https://aiven.io/",
"short_summary": "Manage your Aiven cloud data platform in plain language. The Aiven MCP connects Claude to your fully managed PostgreSQL, Apache Kafka, and application infrastr…",
"price": {
"commercial": {
"entry_offer": {
"line": "Unnamed monthly plan",
"monthly_native": 5,
"monthly_usd": 5,
"commitment": "monthly",
"basis": "$5/month",
"billing_verified": true
},
"rates": [
{
"line": "Usage rate",
"per": "per unit",
"text": "$0.02 per unit"
},
{
"line": "Usage rate",
"per": "per unit",
"text": "$0.1 per unit"
},
{
"line": "Usage rate",
"per": "per unit",
"text": "$0.25 per unit"
},
{
"line": "Usage rate",
"per": "per unit",
"text": "$0.37 per unit"
}
],
"currency": "USD",
"lines": [
{
"name": "Free tier",
"price": "$0/mo",
"kind": "free",
"billed": "monthly"
},
{
"name": "Unnamed monthly plan",
"price": "$5/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Unnamed monthly plan",
"price": "$12/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Unnamed monthly plan",
"price": "$75/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Unnamed monthly plan",
"price": "$180/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Unnamed monthly plan",
"price": "$270/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Usage rate",
"price": "$0.02",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Usage rate",
"price": "$0.10",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Usage rate",
"price": "$0.25",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Usage rate",
"price": "$0.37",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
}
]
},
"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. Aiven publicly shows a free tier alongside paid monthly prices from $5/mo to $270/mo, plus additional usage rates whose units are not visible in the supplied context."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "automate_cloud_provisioning_ti",
"name": "Automate Cloud Provisioning Agent",
"url": "https://getsquid.ai/use-cases/automate-cloud-provisioning-tickets-from-request-to-fulfillment-with-a-background-ai-agent",
"short_summary": "automatically processes and fulfills cloud resource provisioning tickets from a ticketing system, transforming ServiceNow ticket requirements into deployed clo…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "impreza_mcp",
"name": "Impreza",
"url": "https://docs.imprezahost.com/",
"short_summary": "Privacy-first, no-KYC, offshore hosting an AI agent can run end to end. The agent self-onboards its own anonymous account (no e-mail), funds it in Bitcoin/Mone…",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Unnamed offer",
"price": "0USD",
"kind": "free",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Free. The documentation site exposes a $0 USD offer, but provides no named plans or billing-period details."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "jade_mcp",
"name": "Jade",
"url": "https://jadehosting.app/",
"short_summary": "Manage Jade Hosting projects from your AI client. Sign in with your Jade account to inspect projects and usage, deploy from GitHub or a ZIP upload, track deplo…",
"price": {
"commercial": {
"entry_offer": {
"line": "Pro",
"monthly_native": 27,
"monthly_usd": 30.22,
"commitment": "monthly",
"basis": "€27/month",
"billing_verified": true
},
"currency": "EUR",
"notes": [
"prices in EUR as published; USD figures are conversions at 2026-10-14"
],
"lines": [
{
"name": "Starter",
"price": "0,00 € / Month",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pro",
"price": "27,97 € / Month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Annual Unlimited",
"price": "",
"kind": "unknown"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 30.22,
"monthly_usd": 30.22,
"headline": "Free plan; paid from €27/mo",
"summary": "Free plan; paid from €27/mo. Jade Hosting offers a free Starter plan and a Pro plan priced at 27,97 € per month, while an unlimited plan is listed as forthcoming."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "servicenow_ai_agent",
"name": "SharePoint Online site management agent",
"url": "https://snagents.ai/agents/0de85115-60ce-46c6-b5f3-158ad47efc41",
"short_summary": "Manages SharePoint Online sites from ServiceNow including site creation, configuration, feature activation, and lifecycle management (deletion/archival)",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "0USD",
"kind": "free",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Free. The agent is listed with a $0 offer, with no paid subscription pricing shown."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "titan_store",
"name": "titan-store",
"url": "https://smithery.ai/server/mdenius/titan-store",
"short_summary": "TitanStore provides AI agents with programmatic access to compute \ncredits, API keys, cloud storage, and GPU capacity. Search products, \nmanage cart, and compl…",
"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 TitanStore on the available homepage."
},
"evidence_quality": "low",
"upvotes": 0
},
{
"agent_id": "workers_bindings",
"name": "Workers Bindings",
"url": "https://cloudflare.com",
"short_summary": "Workers bindings management. Build Workers applications with storage, AI, and compute primitives.",
"price": {
"commercial": {
"entry_offer": {
"line": "Pay-as-you-go (Zero Trust)",
"monthly_native": 7,
"monthly_usd": 7,
"commitment": "monthly",
"basis": "$7 per user/month × 1",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Free (Network & CDN)",
"price": "$0 /month",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pro (Network & CDN)",
"price": "$25/mo billed monthly",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Pro (Network & CDN) (annual billing)",
"price": "$20/mo billed annually",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Business (Network & CDN)",
"price": "$250/mo billed monthly",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Business (Network & CDN) (annual billing)",
"price": "$200/mo billed annually",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Contract (Network & CDN)",
"price": "Custom",
"kind": "custom"
},
{
"name": "Free (Zero Trust)",
"price": "$0 forever",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pay-as-you-go (Zero Trust)",
"price": "$7 /user/month",
"kind": "base_subscription",
"unit": "user",
"billed": "monthly"
},
{
"name": "Contract (Zero Trust)",
"price": "Custom",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 7,
"monthly_usd": 7,
"headline": "Free plan; paid from $7/mo ($7 per user/month × 1)",
"summary": "Free plan; paid from $7/mo ($7 per user/month × 1). Cloudflare offers permanent free tiers, paid Network & CDN plans from $25/month billed monthly, and Zero Trust pricing from $7 per user per month, with annual and custom contract options."
},
"evidence_quality": "low",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "clanker_cloud",
"name": "Clanker",
"url": "https://clankercloud.ai/",
"short_summary": "Cloud platform for deploying and managing AI agents. Provides sandboxed workspaces, computer control automation, DevOps workflows, and sovereign execution envi…",
"price": {
"commercial": {
"entry_offer": {
"line": "Lite",
"monthly_native": 9.99,
"monthly_usd": 9.99,
"commitment": "monthly",
"basis": "$9.99/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Lite",
"price": "$9.99 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$19.99 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Business",
"price": "$50 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Business Pro",
"price": "$199.99 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Business Pro (annual billing)",
"price": "$180/month, billed yearly",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Enterprise",
"price": "Contact us",
"kind": "custom"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 9.99,
"monthly_usd": 9.99,
"headline": "From $9.99/mo",
"summary": "From $9.99/mo. Clanker Cloud offers four public monthly subscription plans from $9.99 to $199.99 per month, with Business Pro available at $180 per month when billed yearly and Enterprise priced by contact."
},
"home_niche": "agent-deployment-platform",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "level8_site_management",
"name": "UniFi site management tool",
"url": "https://level8.bg/tools/skills/site-management",
"short_summary": "Manages and monitors UniFi sites across an account, viewing site details, organization structure, and multi-site overview for centralized infrastructure manage…",
"price": {
"commercial": {
"entry_offer": {
"line": "loyalty.config",
"monthly_native": 199,
"monthly_usd": 222.74,
"commitment": "monthly",
"basis": "€199/month",
"billing_verified": true
},
"currency": "EUR",
"notes": [
"other prices: startup.config 499 €еднократно (one-time); commerce.config 1 290 €еднократно (one-time)",
"prices in EUR as published; USD figures are conversions at 2026-10-14"
],
"lines": [
{
"name": "startup.config",
"price": "499 €еднократно",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "commerce.config",
"price": "1 290 €еднократно",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "ai-bot.config",
"price": "249 €/ месец",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "loyalty.config",
"price": "199 €/ месец",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "custom.config",
"price": "По запитване",
"kind": "unknown"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 222.74,
"monthly_usd": 222.74,
"headline": "From €199/mo",
"summary": "From €199/mo. Level8 публикува два еднократни уеб плана на цена от 499 EUR и два месечни плана на цена от 199 EUR, плюс индивидуално решение по запитване."
},
"home_niche": "devops-automation-agent",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/cloud-resource-request-fulfilment",
"summary": {
"niche": "cloud-resource-request-fulfilment",
"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 · Pro median $53/mo (4 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
"benchmarks": [
{
"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": 4,
"reliability": "low",
"median": 53.45,
"p25": null,
"p75": null,
"status": "median_only"
},
{
"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": [
8.5,
30
]
},
{
"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": [
225,
250
]
}
],
"warnings": [
"This niche currently has sufficient MCP pricing but insufficient agent pricing."
],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "cloud-resource-request-fulfilment"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/cloud-resource-request-fulfilment",
"counts": {
"listings_with_price_capture": 12,
"listings_with_observed_public_price": 7,
"providers_with_numeric_monthly_price_latest_scan": 4,
"like_for_like_comparable_pairs": 4
},
"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": 19.25,
"provider_count": 2,
"plan_observation_count": 3,
"data_confidence": 0.16,
"data_confidence_basis": {
"provider_component": 0.17,
"observation_component": 0.15,
"provider_count": 2,
"plan_observation_count": 3
},
"reliability": "low",
"members": [
{
"provider": "aiven_mcp",
"usd": 8.5
},
{
"provider": "agentmetal",
"usd": 30
}
]
},
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 53.45,
"provider_count": 4,
"plan_observation_count": 5,
"data_confidence": 0.32,
"data_confidence_basis": {
"provider_component": 0.33,
"observation_component": 0.25,
"provider_count": 4,
"plan_observation_count": 5
},
"reliability": "low",
"members": [
{
"provider": "workers_bindings",
"usd": 25
},
{
"provider": "jade_mcp",
"usd": 31.89
},
{
"provider": "aiven_mcp",
"usd": 75
},
{
"provider": "agentmetal",
"usd": 77
}
]
},
{
"tier": "team_sme",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 237.5,
"provider_count": 2,
"plan_observation_count": 3,
"data_confidence": 0.16,
"data_confidence_basis": {
"provider_component": 0.17,
"observation_component": 0.15,
"provider_count": 2,
"plan_observation_count": 3
},
"reliability": "low",
"members": [
{
"provider": "aiven_mcp",
"usd": 225
},
{
"provider": "workers_bindings",
"usd": 250
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 12,
"listings_with_observed_public_price": 7,
"normalized_observations": 12,
"comparable_providers": 4,
"strict_cohorts": 3,
"exclusion_reasons": {
"free_or_zero": 1,
"usage_not_monthly": 20,
"unrankable_or_unparseable": 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": {
"free_or_zero": 1,
"usage_not_monthly": 20,
"unrankable_or_unparseable": 2
},
"billing_mix": {
"free": 2,
"subscription": 1,
"freemium": 3,
"usage": 1
},
"free_tier_share": 0.71,
"top_providers": [
{
"agent_id": "agentmetal",
"name": "agentmetal",
"price": {
"commercial": {
"entry_offer": {
"line": "nano / Starter",
"monthly_native": 30,
"monthly_usd": 30,
"commitment": "monthly",
"basis": "$30/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "nano / Starter",
"price": "$30/mo billed monthly",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "small / Balanced",
"price": "$55/mo billed monthly",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "medium / Performance",
"price": "$99/mo billed monthly",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 30,
"monthly_usd": 30,
"headline": "From $30/mo",
"summary": "From $30/mo. AgentMetal offers three Linux VPS plans from $30/month billed monthly, with lower-duration prepaid options starting at $1.20/day."
},
"observed": true
},
{
"agent_id": "novita_mcp_server",
"name": "Novita AI",
"price": {
"commercial": {
"rates": [
{
"line": "DeepSeek V4.1 Flash",
"per": "per unit",
"text": "$0.3 per unit"
},
{
"line": "DeepSeek V4 Pro 0813",
"per": "per unit",
"text": "$1.32 per unit"
},
{
"line": "DeepSeek V4 Flash 0731",
"per": "per unit",
"text": "$0.44 per unit"
},
{
"line": "DeepSeek V4 Pro",
"per": "per unit",
"text": "$1.6 per unit"
},
{
"line": "DeepSeek OCR 2",
"per": "per unit",
"text": "$0.03 per unit"
},
{
"line": "DeepSeek R1 0528",
"per": "per unit",
"text": "$0.7 per unit"
},
{
"line": "GLM 5.3 Flash",
"per": "per unit",
"text": "$0.15 per unit"
},
{
"line": "GLM 5.3",
"per": "per unit",
"text": "$1.4 per unit"
},
{
"line": "GLM 5.1",
"per": "per unit",
"text": "$1.38 per unit"
},
{
"line": "GLM 4.7 Flash",
"per": "per unit",
"text": "$0.07 per unit"
},
{
"line": "Kimi K3",
"per": "per unit",
"text": "$3 per unit"
},
{
"line": "Kimi K2.7 Code",
"per": "per unit",
"text": "$0.95 per unit"
},
{
"line": "Kimi K2.6",
"per": "per unit",
"text": "$0.8 per unit"
},
{
"line": "Kimi K2.5",
"per": "per unit",
"text": "$0.6 per unit"
},
{
"line": "Llama 3.1 8B Instruct",
"per": "per unit",
"text": "$0.02 per unit"
},
{
"line": "Llama 4 Maverick Instruct",
"per": "per unit",
"text": "$0.27 per unit"
}
],
"currency": "USD",
"lines": [
{
"name": "DeepSeek V4.1 Flash",
"price": "$0.3 /Mt input · $1.2 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "DeepSeek V4 Pro 0813",
"price": "$1.32 /Mt input · $3.96 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "DeepSeek V4 Flash 0731",
"price": "$0.44 /Mt input · $1.32 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "DeepSeek V4 Pro",
"price": "$1.6 /Mt input · $3.2 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "DeepSeek OCR 2",
"price": "$0.03 /Mt input · $0.03 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "DeepSeek R1 0528",
"price": "$0.7 /Mt input · $2.5 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "GLM 5.3 Flash",
"price": "$0.15 /Mt input · $0.5 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "GLM 5.3",
"price": "$1.4 /Mt input · $4.4 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "GLM 5.1",
"price": "$1.38 /Mt input · $4.4 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "GLM 4.7 Flash",
"price": "$0.07 /Mt input · $0.4 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Kimi K3",
"price": "$3 /Mt input · $15 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Kimi K2.7 Code",
"price": "$0.95 /Mt input · $4 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Kimi K2.6",
"price": "$0.8 /Mt input · $3.4 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Kimi K2.5",
"price": "$0.6 /Mt input · $3 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Llama 3.1 8B Instruct",
"price": "$0.02 /Mt input · $0.05 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Llama 4 Maverick Instruct",
"price": "$0.27 /Mt input · $0.85 /Mt output",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "$0.3 per unit; $1.32 per unit (usage-based)",
"summary": "$0.3 per unit; $1.32 per unit (usage-based). Novita.ai publicly lists model API rates by usage, primarily per million tokens for input and output, with no fixed monthly subscription price shown."
},
"observed": true
},
{
"agent_id": "puter",
"name": "puter",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"observed": false
},
{
"agent_id": "aiven_mcp",
"name": "Aiven",
"price": {
"commercial": {
"entry_offer": {
"line": "Unnamed monthly plan",
"monthly_native": 5,
"monthly_usd": 5,
"commitment": "monthly",
"basis": "$5/month",
"billing_verified": true
},
"rates": [
{
"line": "Usage rate",
"per": "per unit",
"text": "$0.02 per unit"
},
{
"line": "Usage rate",
"per": "per unit",
"text": "$0.1 per unit"
},
{
"line": "Usage rate",
"per": "per unit",
"text": "$0.25 per unit"
},
{
"line": "Usage rate",
"per": "per unit",
"text": "$0.37 per unit"
}
],
"currency": "USD",
"lines": [
{
"name": "Free tier",
"price": "$0/mo",
"kind": "free",
"billed": "monthly"
},
{
"name": "Unnamed monthly plan",
"price": "$5/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Unnamed monthly plan",
"price": "$12/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Unnamed monthly plan",
"price": "$75/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Unnamed monthly plan",
"price": "$180/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Unnamed monthly plan",
"price": "$270/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Usage rate",
"price": "$0.02",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Usage rate",
"price": "$0.10",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Usage rate",
"price": "$0.25",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Usage rate",
"price": "$0.37",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
}
]
},
"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. Aiven publicly shows a free tier alongside paid monthly prices from $5/mo to $270/mo, plus additional usage rates whose units are not visible in the supplied context."
},
"observed": true
},
{
"agent_id": "automate_cloud_provisioning_ti",
"name": "Automate Cloud Provisioning Agent",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"observed": false
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "cloud-resource-request-fulfilment"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "cloud-resource-request-fulfilment",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "agentmetal"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "agentmetal"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
6 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
Aagentmetalprovisions and manages Linux VPS servers for AI agents
mcp$30from / mo43.9% below88% live
AivenManage your Aiven cloud data platform in plain language. The Aiven MCP connects Claude to your fully managed PostgreSQL, Apache Kafka, and application infrastr…
ImprezaPrivacy-first, no-KYC, offshore hosting an AI agent can run end to end. The agent self-onboards its own anonymous account (no e-mail), funds it in Bitcoin/Mone…
JadeManage Jade Hosting projects from your AI client. Sign in with your Jade account to inspect projects and usage, deploy from GitHub or a ZIP upload, track deplo…
SharePoint Online site management agentManages SharePoint Online sites from ServiceNow including site creation, configuration, feature activation, and lifecycle management (deletion/archival)
Workers BindingsWorkers bindings management. Build Workers applications with storage, AI, and compute primitives.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.