Database Query Agent

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    "narrative": "Repricing + composition: 3 agents repriced — 2 up, 1 down; 1 newly published pricing."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 89.351,
        "pairs": 4,
        "dayChangePct": -10.65
      },
      {
        "day": "2026-07-23",
        "index": 89.351,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 89.351,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 89.351,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 89.351,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 89.351,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 89.351,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 89.351,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 89.351,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 89.351,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 89.351,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 89.351,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 89.351,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 89.351,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 89.351,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 89.351,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 89.351,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 89.351,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 89.351,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 89.351,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 89.351,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 89.351,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 89.351,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 89.351,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 86.708,
        "pairs": 15,
        "dayChangePct": -2.96
      },
      {
        "day": "2026-08-16",
        "index": 89.351,
        "pairs": 15,
        "dayChangePct": 3.05
      },
      {
        "day": "2026-08-17",
        "index": 87.143,
        "pairs": 18,
        "dayChangePct": -2.47
      }
    ],
    "latest": 87.143,
    "day_change_pct": -2.47,
    "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": "quantiia",
      "name": "Quanti",
      "url": "https://www.quanti.io",
      "short_summary": "Connects marketing data sources to data warehouses, provides AI-powered data insights, and activates data back to marketing platforms",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 45.18,
        "monthly_usd": 52.34,
        "headline": "From $45.18/mo",
        "summary": "From $45.18/mo. QUANTI offers three publicly listed monthly subscription plans ranging from €39/month for PRO to €359/month for EXPERT."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "seedbase",
      "name": "SeedBase",
      "url": "https://seedba.se",
      "short_summary": "generates realistic, foreign-key-consistent test data for databases",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 22.01,
        "monthly_usd": 25.5,
        "headline": "Free tier, then from $22.01/mo",
        "summary": "Free tier, then from $22.01/mo. SeedBase offers a free plan, a Pro plan at €19/month or €190/year, and a Team plan at €79/month or €790/year, with additional seats at €15 per seat."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "clickhouse",
      "name": "ClickHouse",
      "url": "https://smithery.ai/server/clickhouse",
      "short_summary": "Query ClickHouse Cloud — run SQL, list databases and tables, explore services and backups, inspect usage, run ClickPipes.",
      "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 pricing for enterprise features."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "graphql_agent",
      "name": "GraphQL Agent",
      "url": "https://asksubquery.xyz/?referrer_code=SMITHERY",
      "short_summary": "generates GraphQL queries from natural language questions about blockchain data",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public subscription or usage pricing was observed on the homepage."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "prompt2db",
      "name": "Prompt2db",
      "url": "https://prompt2db.com/",
      "short_summary": "generates database schemas from plain English descriptions",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "Free tier, then from $19/mo",
        "summary": "Free tier, then from $19/mo. Prompt2DB offers a free Starter plan, a Pro plan at $19 per month, and a custom-priced Business plan."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "query_forge",
      "name": "Query Forge",
      "url": "https://query-forge-mcp.vercel.app",
      "short_summary": "Query Forge is a premium micro-service from the M2MCent factory, configured as a Model Context Protocol (MCP) server. Functionality: Optimizador SQL de Grado E…",
      "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": "sidekick_ai_assistant_surreald",
      "name": "Sidekick Ai Assistant Surreald",
      "url": "https://surrealdb.com/sidekick",
      "short_summary": "helps users write queries, design schemas, debug issues, and understand SurrealDB",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "From $29/mo",
        "summary": "From $29/mo. SurrealDB offers usage-based Cloud Start and Scale plans, a custom-priced Enterprise deployment, and Agent memory from $29/month with a one-week free trial."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "sixta_connect",
      "name": "Sixta Connect",
      "url": "https://connect.sixta.ai",
      "short_summary": "DBRE‑grade SQL analysis inside any MCP client. No connection, no install — paste a query, an EXPLAIN plan, a migration, or an error and get named findings with…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "SIXTA Connect offers a permanent free tier, Connect Pro at $20 per connected writer monthly or $16 with annual billing, and the SIXTA Platform from $40 per database monthly."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "bigquery",
      "name": "Google BigQuery",
      "url": "https://smithery.ai/server/bigquery",
      "short_summary": "Run SQL queries on BigQuery datasets, list tables, and inspect schemas. Manage jobs, export results, and explore data warehouse resources.",
      "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 included RPC credits, usage overage pricing, and a contact-sales Custom plan."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "cpr43_metabase_mcp",
      "name": "Metabase Analytics Integration Server",
      "url": "https://smithery.ai/server/CPR43/metabase-mcp",
      "short_summary": "Enable AI assistants to seamlessly interact with your Metabase analytics platform. Access dashboards, cards, databases, and execute queries directly through co…",
      "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 credits, and custom pricing for enterprise features."
      },
      "evidence_quality": "low",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "tidb_agentic_ai",
      "name": "Tidb Agentic Ai",
      "url": "https://pingcap.com/ai/agentic-ai",
      "short_summary": "Distributed SQL database with vector search and instant branching designed for AI agents. Handles agent memory, state persistence, and multi-hop reasoning with…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 608.33,
        "monthly_usd": 608.33,
        "headline": "Free tier, then from $608.33/mo",
        "summary": "Free tier, then from $608.33/mo. TiDB Cloud offers a free Starter tier with usage-based charges, an Essential tier described at approximately $20 per day, and Premium starting at $1,800 per month."
      },
      "home_niche": "agent-memory-systems",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/database-query-agent",
  "summary": {
    "niche": "database-query-agent",
    "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 (9 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": 9,
          "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": 21.66,
          "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": [
            90.06,
            181.26
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "database-query-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/database-query-agent",
    "counts": {
      "listings_with_price_capture": 74,
      "listings_with_observed_public_price": 22,
      "providers_with_numeric_monthly_price_latest_scan": 14,
      "like_for_like_comparable_pairs": 13
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": true,
        "value_pct": -2.5,
        "driver": "quantiia's \"Pro\" $55.86→$44.46 (-20%)"
      },
      "m": {
        "published": true,
        "value_pct": -12.9,
        "driver": "quantiia's \"PRO\" $55.86→$44.46 (-37%)"
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 10,
        "provider_count": 10,
        "plan_observation_count": 10,
        "data_confidence": 0.77,
        "data_confidence_basis": {
          "provider_component": 0.83,
          "observation_component": 0.5,
          "provider_count": 10,
          "plan_observation_count": 10
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "huangfeng19820712_mcp_mysql_se",
            "usd": 10
          },
          {
            "provider": "mysql_mcp_server",
            "usd": 10
          },
          {
            "provider": "ryanmaule_metabase_mcp",
            "usd": 10
          },
          {
            "provider": "bigquery",
            "usd": 10
          },
          {
            "provider": "singlestore_mcp_server",
            "usd": 10
          },
          {
            "provider": "governagent",
            "usd": 10
          },
          {
            "provider": "clickhouse",
            "usd": 10
          },
          {
            "provider": "metabase_server",
            "usd": 10
          },
          {
            "provider": "cpr43_metabase_mcp",
            "usd": 10
          },
          {
            "provider": "dynotable",
            "usd": 10.26
          }
        ],
        "p25": 10,
        "p75": 10
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 25.33,
        "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": "prompt2db",
            "usd": 19
          },
          {
            "provider": "seedbase",
            "usd": 21.66
          },
          {
            "provider": "sidekick_ai_assistant_surreald",
            "usd": 29
          },
          {
            "provider": "quantiia",
            "usd": 226.86
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 135.66,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "seedbase",
            "usd": 90.06
          },
          {
            "provider": "quantiia",
            "usd": 181.26
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 74,
      "listings_with_observed_public_price": 22,
      "normalized_observations": 18,
      "comparable_providers": 14,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "free_or_zero": 10,
        "ambiguous_cadence": 13,
        "usage_not_monthly": 4,
        "unrankable_or_unparseable": 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": {
      "free_or_zero": 10,
      "ambiguous_cadence": 13,
      "usage_not_monthly": 4,
      "unrankable_or_unparseable": 3
    },
    "billing_mix": {
      "freemium": 14,
      "subscription": 1,
      "free": 6,
      "usage": 1
    },
    "free_tier_share": 0.91,
    "top_providers": [
      {
        "agent_id": "quantiia",
        "name": "Quanti",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 45.18,
          "monthly_usd": 52.34,
          "headline": "From $45.18/mo",
          "summary": "From $45.18/mo. QUANTI offers three publicly listed monthly subscription plans ranging from €39/month for PRO to €359/month for EXPERT."
        },
        "observed": true
      },
      {
        "agent_id": "seedbase",
        "name": "SeedBase",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 22.01,
          "monthly_usd": 25.5,
          "headline": "Free tier, then from $22.01/mo",
          "summary": "Free tier, then from $22.01/mo. SeedBase offers a free plan, a Pro plan at €19/month or €190/year, and a Team plan at €79/month or €790/year, with additional seats at €15 per seat."
        },
        "observed": true
      },
      {
        "agent_id": "clickhouse",
        "name": "ClickHouse",
        "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 pricing for enterprise features."
        },
        "observed": true
      },
      {
        "agent_id": "graphql_agent",
        "name": "GraphQL Agent",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public subscription or usage pricing was observed on the homepage."
        },
        "observed": false
      },
      {
        "agent_id": "prompt2db",
        "name": "Prompt2db",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 19,
          "monthly_usd": 19,
          "headline": "Free tier, then from $19/mo",
          "summary": "Free tier, then from $19/mo. Prompt2DB offers a free Starter plan, a Pro plan at $19 per month, and a custom-priced Business plan."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "database-query-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "database-query-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "quantiia"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "quantiia"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}