AI Database Admin

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    "slug": "ai-database-admin",
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    "provider_type_methodology_published_at": "2026-07-31",
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              "provider": "postgresql_mcp_server",
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                "provider": "heliosdb_ai_dba",
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              {
                "provider": "prisma",
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              },
              {
                "provider": "prisma",
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                "provider": "supabase",
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                "provider": "supabase",
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            "offers": [
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                "provider": "deepsql",
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                "price": "It depends on scope",
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                "price": "Contact Sales",
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      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
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      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
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      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
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      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
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      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
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      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
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      {
        "day": "2026-07-26",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
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      {
        "day": "2026-07-27",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
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      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
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      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
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      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
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      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
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      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
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        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
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        "pairs": 12,
        "dayChangePct": 0
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      {
        "day": "2026-08-16",
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        "pairs": 12,
        "dayChangePct": 0
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      {
        "day": "2026-08-17",
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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."
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      "url": "https://planetscale.com/docs/connect/mcp",
      "short_summary": "Manage databases, branches, and organizations while monitoring query performance insights. Execute read and write SQL queries securely to interact with data in…",
      "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. PlanetScale publicly lists a free plan, a Base plan from $5/month, and an Enterprise option with custom pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "mcpg",
      "name": "Mcpg",
      "url": "https://devopam.github.io/MCPg/",
      "short_summary": "A production-grade Model Context Protocol server for PostgreSQL. Lets AI agents safely inspect, query, operate, and tune a Postgres database — over 240 tools s…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing or subscription plans were found on the provided homepage or documentation page."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "neon",
      "name": "Neon",
      "url": "https://smithery.ai/server/neon",
      "short_summary": "Manage PostgreSQL projects, branches, and databases with integrated administrative controls. Execute SQL queries, perform safe schema migrations using temporar…",
      "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 plan, a $10/month Pay as you go plan with usage-based RPC overage, and custom enterprise pricing."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "nile_mcp_server",
      "name": "Nile MCP Server",
      "url": "https://thenile.dev",
      "short_summary": "provides multi-tenant PostgreSQL database platform with built-in tenant virtualization and vector embeddings",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 15,
        "monthly_usd": 15,
        "headline": "Free tier, then from $15/mo",
        "summary": "Free tier, then from $15/mo. Nile offers a permanent free tier, $15/month Pro and $350/month Scale plans, plus usage charges for query tokens and storage."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "numetric",
      "name": "Numetric",
      "url": "https://numetric.work",
      "short_summary": "Read-only access to your NuMetric.work accounting and ERP data. Ask in plain language for financial statements, KPIs, receivables and payables, sales tax, proj…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No reliable public pricing details were found on the homepage."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "prisma",
      "name": "Prisma",
      "url": "https://prisma.io",
      "short_summary": "unclear",
      "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. Prisma offers a free tier plus $10, $49, and $129 monthly Prisma Postgres plans, with additional usage-based charges beyond included quotas."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "supabase",
      "name": "Supabase",
      "url": "https://supabase.com/",
      "short_summary": "provides Postgres development platform with database, authentication, APIs, Edge Functions, realtime subscriptions, storage, and vector embeddings",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 25,
        "monthly_usd": 25,
        "headline": "Free tier, then from $25/mo",
        "summary": "Free tier, then from $25/mo. Supabase offers a free tier, $25/month Pro and $599/month Team plans, plus custom Enterprise pricing."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "mcp_mysql_server",
      "name": "MySQL Server",
      "url": "https://smithery.ai/server/f4ww4z/mcp-mysql-server",
      "short_summary": "A Model Context Protocol server for MySQL database operations.",
      "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 plan, a $10/month Pay as you Go plan with usage credits, and custom enterprise pricing."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "postgresql_mcp_server",
      "name": "PostgreSQL Database Management Server",
      "url": "https://smithery.ai/server/HenkDz/postgresql-mcp-server",
      "short_summary": "Analyze, manage, and optimize your PostgreSQL databases effortlessly. Streamline your database operations with powerful tools for debugging, schema management,…",
      "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 plan, a $10/month Pay as You Go plan with RPC credits, and custom pricing for enterprise features."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "supabase_godmode",
      "name": "supabase-godmode",
      "url": "https://ubiq.dev",
      "short_summary": "Manage projects, databases, and Edge Functions across your Supabase organizations. Create environments and branches with cost-aware confirmation, run migration…",
      "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": "low",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "steampipe_mcp",
      "name": "Steampipe",
      "url": "https://github.com/turbot/steampipe-mcp",
      "short_summary": "Model Context Protocol server connecting AI assistants to cloud infrastructure data. Enables natural language queries across AWS, Azure, GCP, and 100+ cloud se…",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "GitHub offers a permanent free plan, a Team plan at $4 per user/month, and Enterprise starting at $21 per user/month."
      },
      "home_niche": "cloud-security-posture",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/ai-database-admin",
  "summary": {
    "niche": "ai-database-admin",
    "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 (5 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": 5,
          "reliability": "medium",
          "median": 10,
          "p25": 10,
          "p75": 10,
          "status": "ok"
        },
        {
          "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": "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": 3,
          "reliability": "low",
          "median": 350,
          "p25": null,
          "p75": null,
          "status": "median_only"
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-database-admin"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-database-admin",
    "counts": {
      "listings_with_price_capture": 26,
      "listings_with_observed_public_price": 11,
      "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": 6,
        "plan_observation_count": 6,
        "data_confidence": 0.46,
        "data_confidence_basis": {
          "provider_component": 0.5,
          "observation_component": 0.3,
          "provider_count": 6,
          "plan_observation_count": 6
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "planetscale",
            "usd": 5
          },
          {
            "provider": "heliosdb_ai_dba",
            "usd": 9
          },
          {
            "provider": "prisma",
            "usd": 10
          },
          {
            "provider": "postgresql_mcp_server",
            "usd": 10
          },
          {
            "provider": "neon",
            "usd": 10
          },
          {
            "provider": "mcp_mysql_server",
            "usd": 10
          }
        ],
        "p25": 9.25,
        "p75": 10
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 37,
        "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": "nile_mcp_server",
            "usd": 15
          },
          {
            "provider": "supabase",
            "usd": 25
          },
          {
            "provider": "prisma",
            "usd": 49
          },
          {
            "provider": "heliosdb_ai_dba",
            "usd": 49
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 350,
        "provider_count": 3,
        "plan_observation_count": 3,
        "data_confidence": 0.23,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.15,
          "provider_count": 3,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "prisma",
            "usd": 129
          },
          {
            "provider": "nile_mcp_server",
            "usd": 350
          },
          {
            "provider": "supabase",
            "usd": 599
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 26,
      "listings_with_observed_public_price": 11,
      "normalized_observations": 13,
      "comparable_providers": 8,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "ambiguous_cadence": 7,
        "free_or_zero": 3,
        "usage_not_monthly": 3
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "ambiguous_cadence": 7,
      "free_or_zero": 3,
      "usage_not_monthly": 3
    },
    "billing_mix": {
      "freemium": 9,
      "free": 2
    },
    "free_tier_share": 1,
    "top_providers": [
      {
        "agent_id": "planetscale",
        "name": "Planetscale",
        "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. PlanetScale publicly lists a free plan, a Base plan from $5/month, and an Enterprise option with custom pricing."
        },
        "observed": true
      },
      {
        "agent_id": "mcpg",
        "name": "Mcpg",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing or subscription plans were found on the provided homepage or documentation page."
        },
        "observed": false
      },
      {
        "agent_id": "neon",
        "name": "Neon",
        "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 plan, a $10/month Pay as you go plan with usage-based RPC overage, and custom enterprise pricing."
        },
        "observed": true
      },
      {
        "agent_id": "nile_mcp_server",
        "name": "Nile MCP Server",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 15,
          "monthly_usd": 15,
          "headline": "Free tier, then from $15/mo",
          "summary": "Free tier, then from $15/mo. Nile offers a permanent free tier, $15/month Pro and $350/month Scale plans, plus usage charges for query tokens and storage."
        },
        "observed": true
      },
      {
        "agent_id": "numetric",
        "name": "Numetric",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No reliable public pricing details were found on the homepage."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-database-admin"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-database-admin",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "planetscale"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "planetscale"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}