Crypto Trading Agent

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            "billing": "usage",
            "unit": "flat",
            "count": 16,
            "offers": [
              {
                "provider": "merx",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "23 SUN/unit",
                "monthly_usd": null
              },
              {
                "provider": "merx",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "26 SUN/unit",
                "monthly_usd": null
              },
              {
                "provider": "merx",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "35 SUN/unit",
                "monthly_usd": null
              },
              {
                "provider": "merx",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "36 SUN/unit",
                "monthly_usd": null
              },
              {
                "provider": "merx",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "40 SUN/unit",
                "monthly_usd": null
              },
              {
                "provider": "merx",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "80 SUN/unit",
                "monthly_usd": null
              },
              {
                "provider": "paladin_swap",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "10 bps fee on the buy token",
                "monthly_usd": null
              },
              {
                "provider": "pnllabs",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "0.10 USDC per check",
                "monthly_usd": null
              },
              {
                "provider": "pnllabs",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "0.02 USDC per check",
                "monthly_usd": null
              },
              {
                "provider": "pnllabs",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "0.02 USDC per check",
                "monthly_usd": null
              },
              {
                "provider": "pnllabs",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "0.05 USDC per check",
                "monthly_usd": null
              },
              {
                "provider": "signal_desk",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.03",
                "monthly_usd": null
              },
              {
                "provider": "signal_desk",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.03",
                "monthly_usd": null
              },
              {
                "provider": "signal_desk",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01",
                "monthly_usd": null
              },
              {
                "provider": "signal_desk",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.03",
                "monthly_usd": null
              },
              {
                "provider": "tronsave_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "16.50 TRX",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "per_call",
            "count": 3,
            "offers": [
              {
                "provider": "crypto_quant_signal_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "$0.01/call",
                "monthly_usd": null
              },
              {
                "provider": "crypto_quant_signal_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "$0.02/call",
                "monthly_usd": null
              },
              {
                "provider": "crypto_quant_signal_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "$0.02/call",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 4,
            "offers": [
              {
                "provider": "bot_trading",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "crypto_quant_signal_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us for pricing",
                "monthly_usd": null
              },
              {
                "provider": "defi",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "solana_kol_intelligence",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "CUSTOM",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 20,
          "normalized_observations": 38,
          "comparable_providers": 14,
          "strict_cohorts": 4,
          "exclusion_reasons": {
            "free_or_zero": 2,
            "ambiguous_cadence": 4,
            "usage_not_monthly": 19,
            "range": 1,
            "one_time": 3
          }
        }
      }
    },
    "billingMix": {
      "free": 2,
      "freemium": 12,
      "subscription": 4,
      "one-time": 2,
      "usage": 7
    },
    "freeTierShare": 0.52,
    "medianLowestUsd": 20
  },
  "movement": {
    "niche": "crypto-trading-agent",
    "sector": "financial-services",
    "pricedNow": 15,
    "pairs": 15,
    "repriced": [
      {
        "handle": "anjin_digital",
        "from": 168.46,
        "to": 169.16,
        "pct": 0.4
      },
      {
        "handle": "cryptointelligence",
        "from": 9.23,
        "to": 9.25,
        "pct": 0.2
      },
      {
        "handle": "solana_kol_intelligence",
        "from": 49.68,
        "to": 49.76,
        "pct": 0.2
      },
      {
        "handle": "wundertrading",
        "from": 15.02,
        "to": 15.04,
        "pct": 0.1
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [
      "valr"
    ],
    "likeForLikePct": 0.1,
    "kind": "mixed",
    "narrative": "Repricing + composition: 4 agents repriced — all up (avg +0.1%); 1 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100,
        "pairs": 28,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100,
        "pairs": 26,
        "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": "agentbroker_mcp",
      "name": "AgentBroker",
      "url": "https://agentbroker.polsia.app",
      "short_summary": "provides API-first cryptocurrency trading for AI agents",
      "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": "baas",
      "name": "Chainflip Broker as a Service",
      "url": "https://docs.chainflip-broker.io/resources/ai-documentation/",
      "short_summary": "performs cross-chain cryptocurrency swaps through natural language interactions",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing details were visible in the supplied documentation page."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "coinrithm_mcp_trading",
      "name": "CoinRithm Agent Trading",
      "url": "https://coinrithm.com/agentic-trading",
      "short_summary": "executes paper trading strategies across crypto spot, futures, and prediction markets",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "CoinRithm offers a free AI trading-agent paper sandbox with a 50,000 mUSD virtual account and no real-money risk."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "crossfin",
      "name": "Crossfin",
      "url": "https://crossfin.dev",
      "short_summary": "Finds the cheapest cross-border crypto routing path across exchanges in real-time by comparing routes, bridge coins, and cost layers; monitors Asia premium pri…",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "CrossFin uses pay-per-call x402 API pricing in USDC, with endpoints currently free during the open beta."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "cryptointelligence",
      "name": "Carbon & Cashmere Crypto Intelligence",
      "url": "https://carbon-cashmere.de",
      "short_summary": "provides crypto trading intelligence with ML predictions, on-chain analytics, market regime detection, and trading signals",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9.25,
        "monthly_usd": 10.7,
        "headline": "Free tier, then from $9.25/mo",
        "summary": "Free tier, then from $9.25/mo. Carbon Cashmere bietet einen dauerhaft kostenlosen Einstieg sowie monatlich kündbare kostenpflichtige Abonnements von 7,99€ bis 99€ inklusive Umsatzsteuer."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "cryptoiz_mcp",
      "name": "cryptoiz-mcp",
      "url": "https://cryptoiz.org/McpLanding",
      "short_summary": "provides AI-powered Solana DEX whale intelligence and trading signals",
      "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": "high",
      "upvotes": 0
    },
    {
      "agent_id": "cyphergoat",
      "name": "cyphergoat",
      "url": "https://cyphergoat.com/",
      "short_summary": "aggregates crypto swap rates across 20+ exchanges and routes swaps",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "CypherGoat reports typical swap fees of 0.4–0.6%, with rates selected automatically across exchange partners."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "fibonex_mcp_server",
      "name": "Fibonex Trading Signals",
      "url": "https://fibonex.org",
      "short_summary": "generates Fibonacci grid trading signals for cryptocurrency pairs",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 19.99,
        "monthly_usd": 19.99,
        "headline": "From $19.99/mo",
        "summary": "From $19.99/mo. Fibonex offers four monthly crypto-signal subscription plans ranging from $19.99 to $299.99, with crypto payment and cancellation available anytime."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ganjamon",
      "name": "Ganjamon",
      "url": "https://grokandmon.com/a2a/v1",
      "short_summary": "Aggregates multi-source crypto trading alpha signals with confluence scoring, manages a real IoT cannabis grow tent, and validates other agents' protocol endpo…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "GanjaMon offers 100 free requests per day, followed by usage-based pricing of $0.001 per request."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "github_nirholasdefiagents_defi",
      "name": "Github Nirholasdefiagents Defi",
      "url": "https://github.com/nirholas/defi-agents",
      "short_summary": "provides JSON definitions/schemas for DeFi, crypto trading, portfolio management, and Web3 AI agents served via a RESTful JSON API and MCP registry",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The linked GitHub pricing page offers Free, Team at $4 per user/month, and Enterprise starting at $21 per user/month."
      },
      "evidence_quality": "high",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "alpaca",
      "name": "Alpaca Trading API",
      "url": "https://alpaca.markets/",
      "short_summary": "Provides APIs for stock, options, and crypto trading; enables building trading algorithms, apps, and embedded investing; MCP Server allows trading via natural…",
      "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 found; the supplied pricing URL returns a 404 page."
      },
      "home_niche": "algorithmic-trading-bot",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "openwhale",
      "name": "Openwhale",
      "url": "https://ow.gm.town",
      "short_summary": "Open-source TypeScript framework for AI-native trading strategies. AI writes composable strategy code that compiles and hot-reloads at runtime, executable acro…",
      "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."
      },
      "home_niche": "agent-framework-open-source",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "seekerclaw",
      "name": "Seekerclaw",
      "url": "https://seekerclaw.xyz",
      "short_summary": "Native AI agent for Android phones running Claude, GPT, and 100+ models via OpenRouter. Operates 24/7 on Telegram/Discord with wallet monitoring, smart home co…",
      "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."
      },
      "home_niche": "personal-ai-assistant",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "spraay_x402_mcp",
      "name": "Spraay",
      "url": "https://spraay.app",
      "short_summary": "batch crypto payments and multi-chain DeFi operations",
      "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."
      },
      "home_niche": "agent-wallet-payments",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/crypto-trading-agent",
  "summary": {
    "niche": "crypto-trading-agent",
    "sector": "financial-services",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Pro median $49/mo (7 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": 7,
          "reliability": "medium",
          "median": 49.02,
          "p25": 45.75,
          "p75": 68.56,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 5,
          "reliability": "medium",
          "median": 47.31,
          "p25": 39.99,
          "p75": 95,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 4,
          "reliability": "low",
          "median": 24.99,
          "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": 4,
          "reliability": "low",
          "median": 10,
          "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": 302.67,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "enterprise",
          "buyer_tier_label": "Enterprise",
          "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": [
            22.79,
            299.99
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "crypto-trading-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/crypto-trading-agent",
    "counts": {
      "listings_with_price_capture": 70,
      "listings_with_observed_public_price": 27,
      "providers_with_numeric_monthly_price_latest_scan": 15,
      "like_for_like_comparable_pairs": 15
    },
    "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": 17.41,
        "provider_count": 8,
        "plan_observation_count": 10,
        "data_confidence": 0.63,
        "data_confidence_basis": {
          "provider_component": 0.67,
          "observation_component": 0.5,
          "provider_count": 8,
          "plan_observation_count": 10
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "crypto_quant_signal_mcp",
            "usd": 9.99
          },
          {
            "provider": "bot_trading",
            "usd": 10
          },
          {
            "provider": "defi",
            "usd": 10
          },
          {
            "provider": "wundertrading",
            "usd": 14.82
          },
          {
            "provider": "fibonex_mcp_server",
            "usd": 19.99
          },
          {
            "provider": "3commas",
            "usd": 20
          },
          {
            "provider": "trader_dev",
            "usd": 29.99
          },
          {
            "provider": "anjin_digital",
            "usd": 167.39
          }
        ],
        "p25": 10,
        "p75": 22.5
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 49.01,
        "provider_count": 12,
        "plan_observation_count": 18,
        "data_confidence": 0.98,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 0.9,
          "provider_count": 12,
          "plan_observation_count": 18
        },
        "reliability": "high",
        "members": [
          {
            "provider": "hustle",
            "usd": 27.5
          },
          {
            "provider": "trading_signals",
            "usd": 35
          },
          {
            "provider": "trader_dev",
            "usd": 39.99
          },
          {
            "provider": "tradestaq_mcp",
            "usd": 42.5
          },
          {
            "provider": "wundertrading",
            "usd": 47.31
          },
          {
            "provider": "crypto_quant_signal_mcp",
            "usd": 49
          },
          {
            "provider": "solana_kol_intelligence",
            "usd": 49.02
          },
          {
            "provider": "cryptointelligence",
            "usd": 62.13
          },
          {
            "provider": "fibonex_mcp_server",
            "usd": 74.99
          },
          {
            "provider": "3commas",
            "usd": 95
          },
          {
            "provider": "vybe_solana_mcp",
            "usd": 299
          },
          {
            "provider": "anjin_digital",
            "usd": 668.66
          }
        ],
        "p25": 41.87,
        "p75": 79.99
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 450.84,
        "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": "tradestaq_mcp",
            "usd": 200
          },
          {
            "provider": "solana_kol_intelligence",
            "usd": 302.67
          },
          {
            "provider": "vybe_solana_mcp",
            "usd": 599
          },
          {
            "provider": "anjin_digital",
            "usd": 1338.66
          }
        ]
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 161.39,
        "provider_count": 2,
        "plan_observation_count": 5,
        "data_confidence": 0.18,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.25,
          "provider_count": 2,
          "plan_observation_count": 5
        },
        "reliability": "low",
        "members": [
          {
            "provider": "cryptointelligence",
            "usd": 22.79
          },
          {
            "provider": "fibonex_mcp_server",
            "usd": 299.99
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 70,
      "listings_with_observed_public_price": 27,
      "normalized_observations": 38,
      "comparable_providers": 14,
      "strict_cohorts": 4,
      "exclusion_reasons": {
        "free_or_zero": 2,
        "ambiguous_cadence": 4,
        "usage_not_monthly": 19,
        "range": 1,
        "one_time": 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": 2,
      "ambiguous_cadence": 4,
      "usage_not_monthly": 19,
      "range": 1,
      "one_time": 3
    },
    "billing_mix": {
      "free": 2,
      "freemium": 12,
      "subscription": 4,
      "one-time": 2,
      "usage": 7
    },
    "free_tier_share": 0.52,
    "top_providers": [
      {
        "agent_id": "agentbroker_mcp",
        "name": "AgentBroker",
        "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": "baas",
        "name": "Chainflip Broker as a Service",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing details were visible in the supplied documentation page."
        },
        "observed": false
      },
      {
        "agent_id": "coinrithm_mcp_trading",
        "name": "CoinRithm Agent Trading",
        "price": {
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "CoinRithm offers a free AI trading-agent paper sandbox with a 50,000 mUSD virtual account and no real-money risk."
        },
        "observed": true
      },
      {
        "agent_id": "crossfin",
        "name": "Crossfin",
        "price": {
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Paid (price not published)",
          "summary": "CrossFin uses pay-per-call x402 API pricing in USDC, with endpoints currently free during the open beta."
        },
        "observed": true
      },
      {
        "agent_id": "cryptointelligence",
        "name": "Carbon & Cashmere Crypto Intelligence",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 9.25,
          "monthly_usd": 10.7,
          "headline": "Free tier, then from $9.25/mo",
          "summary": "Free tier, then from $9.25/mo. Carbon Cashmere bietet einen dauerhaft kostenlosen Einstieg sowie monatlich kündbare kostenpflichtige Abonnements von 7,99€ bis 99€ inklusive Umsatzsteuer."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "crypto-trading-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "crypto-trading-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "agentbroker_mcp"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "agentbroker_mcp"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}