Cloud Resource Request Fulfilment

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    ],
    "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": {
        "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": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "Novita.ai publicly lists model API pricing billed by the million tokens, with rates varying by model and separate input and output charges."
      },
      "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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 5,
        "monthly_usd": 5,
        "headline": "Free tier, then from $5/mo",
        "summary": "Free tier, then from $5/mo. Aiven publicly shows a permanent free tier and paid monthly prices ranging from $5/mo to $270/mo, although the captured pricing text does not identify the corresponding plan names."
      },
      "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": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "The homepage contains a JSON-LD offer of 0 USD, but does not specify a billing period or plan details."
      },
      "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": {
        "observed": false,
        "billing": "unknown",
        "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": "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": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free tier, then from $10/mo",
        "summary": "Free tier, then from $10/mo. Smithery offers a free Hobby tier, a $10/month Pay as You Go plan with usage-based RPC overage, and custom pricing for enterprise features."
      },
      "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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 7,
        "monthly_usd": 7,
        "headline": "Free tier, then from $7/mo",
        "summary": "Free tier, then from $7/mo. 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
    },
    {
      "agent_id": "azure_mcp_server",
      "name": "Azure",
      "url": "https://github.com/Microsoft/mcp/blob/main/servers/Azure.Mcp.Server",
      "short_summary": "Official Microsoft MCP server implementation providing AI agents with seamless access to 40+ Azure services including compute, storage, databases, and AI servi…",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "unclear",
      "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": {
        "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 Secretary at $19.99/month and DevOps at $9.99/month after a 7-day free trial, while Secretary Pro uses custom quotes."
      },
      "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": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 1.16,
        "monthly_usd": 1.34,
        "headline": "From $1.16/mo",
        "summary": "From $1.16/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 · 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": 10,
          "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": 75,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 6,
      "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": 10,
        "provider_count": 3,
        "plan_observation_count": 4,
        "data_confidence": 0.24,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.2,
          "provider_count": 3,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "aiven_mcp",
            "usd": 8.5
          },
          {
            "provider": "titan_store",
            "usd": 10
          },
          {
            "provider": "agentmetal",
            "usd": 30
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 75,
        "provider_count": 3,
        "plan_observation_count": 4,
        "data_confidence": 0.24,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.2,
          "provider_count": 3,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "workers_bindings",
            "usd": 25
          },
          {
            "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": 6,
      "normalized_observations": 12,
      "comparable_providers": 4,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "free_or_zero": 1,
        "usage_not_monthly": 13,
        "ambiguous_cadence": 1,
        "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": 13,
      "ambiguous_cadence": 1,
      "unrankable_or_unparseable": 2
    },
    "billing_mix": {
      "freemium": 3,
      "free": 1,
      "usage": 1,
      "subscription": 1
    },
    "free_tier_share": 0.67,
    "top_providers": [
      {
        "agent_id": "agentmetal",
        "name": "agentmetal",
        "price": {
          "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": {
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Paid (price not published)",
          "summary": "Novita.ai publicly lists model API pricing billed by the million tokens, with rates varying by model and separate input and output charges."
        },
        "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": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 5,
          "monthly_usd": 5,
          "headline": "Free tier, then from $5/mo",
          "summary": "Free tier, then from $5/mo. Aiven publicly shows a permanent free tier and paid monthly prices ranging from $5/mo to $270/mo, although the captured pricing text does not identify the corresponding plan names."
        },
        "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"
      }
    ]
  }
}