~ · home · financial-services financial-data-api-for-agents · 169

Financial Data API For Agents

Query this niche via MCPniche_report({ niche: "financial-data-api-for-agents" })
active marketmarket pulse 47/100commercial money present3 new builders in 30d169 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$51/mo
$28–$100 middle half · 7 providers
MCP servers · median
$29/mo
$10–$64 middle half · 51 providers
1.8×

Agents cost 1.8× MCPs across all tiers — median $51 vs $29. Two different markets; a blended figure would mislead either buyer.

All plansAgents vs MCPs

each dot = one provider · log scale
Agents $51
apifinance · $20
Eodhd 2 · $23
Odds Api · $25
bullrundata · $29
Riley Craig X402 · $29
Eodhd 2 · $51
apifinance · $100
Odds Api · $295
Fin Datasets · $200
Odds Api · $250
Edinet Db · $28
bullrundata · $99
MCP servers $29
Lunchflow Mcp · $3
Financial Reports · $3
synci · $4
Tapetide Mcp · $5
Exchange Rate · $9
The Stall · $10
florisearch · $10
Defi Data · $10
exchangerate · $10
goldprice · $10
Seahboonkeong Chat Bnmapi · $10
edgrapi · $10
Financial Signals Mcp · $10
Exchange Mcp · $10
atv · $10
Botindex Mcp Server · $10
Janmacher02 Xl8y Sec Edgar Mcp · $10
Data Rail · $10
Alertio Mcp · $14
Defi Intel · $16
Deepkpi Mcp · $19
Quantgist Mcp · $19
briefings · $20
Mcp 1s · $20
Momo Parser Mcp · $29
Finstack Mcp · $31
wisesheets · $39
Unusual Whales Mcp · $50
Fmp Mcp Server 2 · $59
Japan Financials · $199
Akyla Financial Data · $500
Argentina Data · $1
Finstack Mcp · $3
synci · $5
getcurrentoffers · $9
Tapetide Mcp · $10
Wallet Analytics · $19
Ko Financial Data · $19
wisesheets · $19
Filing Intelligence · $20
Alertio Mcp · $22
Financial Reports · $25
edgrapi · $27
Keith Ruitenbach Datasignals L · $29
Exchange Rate · $29
Hermes Plant · $29
exchangerate · $30
Mcp Eu Finance · $33
Falsifylab Alpha · $34
ohmyfin · $40
Fmp Mcp Server 2 · $49
Slamai Mcp Server · $49
Exascale Build · $49
0xarchive Mcp · $49
briefings · $50
goldprice · $55
finlight · $64
drillr · $64
Financial Data · $69
Quantgist Mcp · $79
Unusual Whales Mcp · $98
Headless Oracle · $199
timeslope · $9
patternfetch · $19
Alertio Mcp · $56
Momo Parser Mcp · $60
Ko Financial Data · $79
Wallet Analytics · $99
edgrapi · $99
Defi Intel · $120
Hermes Plant · $199
Falsifylab Alpha · $199
Slamai Mcp Server · $224
Mcp Eu Finance · $227
finlight · $249
Quantgist Mcp · $299
Momo Parser Mcp · $4
Leeway Financial Data · $63
Financial Data · $299
Ko Financial Data · $499
Headless Oracle · $500
Slamai Mcp Server · $799
$5
$10
$25
$50
$100
$250
$500
AgentsMCP serversshaded = middle half · line = median

All plans

94 priced
Providervs its cohort medianMonthly
Argentina Datamcp
$1 below
Lunchflow Mcpmcp
$3 below
Financial Reportsmcp
$3 below
Finstack Mcpmcp
$3 below
syncimcp
$4 below
Momo Parser Mcpmcp
$4 below
Tapetide Mcpmcp
$5 below
syncimcp
$5 below
Exchange Ratemcp
$9 below
getcurrentoffersmcp
$9 below
timeslopemcp
$9 below
The Stallmcp
$10 below
florisearchmcp
$10 below
Defi Datamcp
$10 below
exchangeratemcp
$10 below
goldpricemcp
$10 below
Seahboonkeong Chat Bnmapimcp
$10 below
edgrapimcp
$10 below
Financial Signals Mcpmcp
$10 below
Exchange Mcpmcp
$10 below
atvmcp
$10 below
Botindex Mcp Servermcp
$10 below
Janmacher02 Xl8y Sec Edgar Mcpmcp
$10 below
Data Railmcp
$10 below
Tapetide Mcpmcp
$10 below
Alertio Mcpmcp
$14 below
Defi Intelmcp
$16 below
Deepkpi Mcpmcp
$19 below
Quantgist Mcpmcp
$19 below
Wallet Analyticsmcp
$19 below
Ko Financial Datamcp
$19 below
wisesheetsmcp
$19 below
patternfetchmcp
$19 below
apifinanceagent
$20 below
briefingsmcp
$20 below
Mcp 1smcp
$20 below
Filing Intelligencemcp
$20 below
Alertio Mcpmcp
$22 below
Eodhd 2agent
$23 below
Odds Apiagent
$25 below
Financial Reportsmcp
$25 below
edgrapimcp
$27 ~median
Edinet Dbagent
$28 below
bullrundataagent
$29 below
Riley Craig X402agent
$29 below
Momo Parser Mcpmcp
$29 ~median
Keith Ruitenbach Datasignals Lmcp
$29 ~median
Exchange Ratemcp
$29 ~median
Hermes Plantmcp
$29 ~median
exchangeratemcp
$30 ~median
Finstack Mcpmcp
$31 ~median
Mcp Eu Financemcp
$33 above
Falsifylab Alphamcp
$34 above
wisesheetsmcp
$39 above
ohmyfinmcp
$40 above
Fmp Mcp Server 2mcp
$49 above
Slamai Mcp Servermcp
$49 above
Exascale Buildmcp
$49 above
0xarchive Mcpmcp
$49 above
Unusual Whales Mcpmcp
$50 above
briefingsmcp
$50 above
Eodhd 2agent
$51 ~median
goldpricemcp
$55 above
Alertio Mcpmcp
$56 above
Fmp Mcp Server 2mcp
$59 above
Momo Parser Mcpmcp
$60 above
Leeway Financial Datamcp
$63 above
finlightmcp
$64 above
drillrmcp
$64 above
Financial Datamcp
$69 above
Quantgist Mcpmcp
$79 above
Ko Financial Datamcp
$79 above
Unusual Whales Mcpmcp
$98 above
bullrundataagent
$99 above
Wallet Analyticsmcp
$99 above
edgrapimcp
$99 above
apifinanceagent
$100 above
Defi Intelmcp
$120 above
Japan Financialsmcp
$199 above
Headless Oraclemcp
$199 above
Hermes Plantmcp
$199 above
Falsifylab Alphamcp
$199 above
Fin Datasetsagent
$200 above
Slamai Mcp Servermcp
$224 above
Mcp Eu Financemcp
$227 above
finlightmcp
$249 above
Odds Apiagent
$250 above
Odds Apiagent
$295 above
Quantgist Mcpmcp
$299 above
Financial Datamcp
$299 above
Ko Financial Datamcp
$499 above
Akyla Financial Datamcp
$500 above
Headless Oraclemcp
$500 above
Slamai Mcp Servermcp
$799 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
This page is the human view of the MCP answer. The same structured `niche_report` / `price_benchmark` an agent receives over MCP or REST.
niche_reportprice_benchmark
See the MCP response behind this pageniche_report
{
  "niche": "financial-data-api-for-agents",
  "parent_sector": "financial-services",
  "provider_type_pricing": {
    "slug": "financial-data-api-for-agents",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 19,
      "p25": 10,
      "p75": 29,
      "providers": 61
    },
    "by_provider_type": {
      "agent": {
        "median": 25,
        "p25": null,
        "p75": null,
        "providers": 7,
        "publishable": true,
        "confidence": "moderate"
      },
      "mcp": {
        "median": 17.5,
        "p25": 10,
        "p75": 29,
        "providers": 54,
        "publishable": true,
        "confidence": "normal"
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "crowded",
  "observed_node_count": 11,
  "adjacent_niches": [
    "quantitative-analysis-agent",
    "ai-banking-chatbot",
    "wealth-management-copilot",
    "equity-research-agent",
    "credit-scoring-agent",
    "options-strategy-agent"
  ],
  "market_pulse": {
    "pulse": 47,
    "drivers": [
      "enterprise money present",
      "9 new builders in 30d"
    ],
    "price_move_30d_pct": 2.1,
    "money_share": 0.41237113402061853,
    "entry_rate": 0.05142857142857143,
    "alive_share": 0.9675675675675676
  },
  "price_move": {
    "d_pct": 0,
    "w_pct": 0,
    "m_pct": 0.1,
    "comparable_agents": 61,
    "quarantined_agents": 2,
    "confidence": "high",
    "published": {
      "d": false,
      "w": false,
      "m": false
    },
    "held_reason": {
      "d": null,
      "w": null,
      "m": null
    },
    "driver": {
      "d": null,
      "w": null,
      "m": "fmp_mcp_server_2's \"Ultimate\" $149→$99 (-34%)"
    },
    "tier_contribution": {
      "d": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "w": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "m": {
        "individual": 0.14,
        "pro": -0.71,
        "team_sme": 0.67,
        "enterprise": 0
      }
    },
    "tier_series": {
      "individual": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        98.124,
        98.124,
        98.124,
        98.124,
        98.124,
        98.124,
        97.915,
        97.915,
        97.915,
        97.915,
        97.915,
        97.915,
        97.915,
        97.915,
        98.093,
        98.093,
        97.906,
        97.906,
        97.906,
        97.906,
        97.906,
        97.906,
        97.906,
        97.906,
        97.906,
        98.255,
        98.255,
        98.255,
        98.255,
        98.255,
        98.255,
        98.255,
        98.255,
        98.255,
        98.255,
        98.255
      ],
      "pro": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        99.123,
        99.123,
        99.123,
        99.123,
        99.123,
        99.123,
        98.697,
        98.697,
        98.697,
        98.697,
        98.697,
        98.697,
        98.697,
        98.697,
        98.924,
        98.924,
        98.542,
        98.542,
        98.542,
        98.455,
        98.455,
        98.455,
        98.455,
        98.455,
        98.455,
        98.455,
        98.455,
        98.455,
        98.455,
        98.455,
        98.455,
        98.455,
        98.455,
        98.455,
        98.455,
        98.455
      ],
      "team_sme": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100.506,
        100.506,
        100.506,
        100.506,
        100.641,
        100.641,
        100.641,
        100.641,
        100.641,
        100.641,
        100.641,
        100.641,
        100.641,
        100.641,
        100.641,
        100.641,
        100.641,
        100.641,
        100.641,
        100.641,
        100.641,
        100.641
      ],
      "enterprise": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100
      ]
    },
    "tier_own_move": {
      "d": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "w": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "m": {
        "individual": 0.5,
        "pro": -1.5,
        "team_sme": 2.9,
        "enterprise": 0
      }
    },
    "tier_agents": {
      "individual": 35,
      "pro": 38,
      "team_sme": 16,
      "enterprise": 6
    },
    "obs_range": {
      "d": null,
      "w": null,
      "m": {
        "min": 69,
        "max": 81,
        "days": 6
      }
    },
    "tier_obs_range": {
      "d": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      },
      "w": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      },
      "m": {
        "individual": {
          "min": 21,
          "max": 24,
          "days": 4
        },
        "pro": {
          "min": 31,
          "max": 34,
          "days": 4
        },
        "team_sme": {
          "min": 16,
          "max": 18,
          "days": 2
        },
        "enterprise": null
      }
    }
  },
  "pricing": {
    "sampleSize": 170,
    "observed": 97,
    "byPersona": {
      "free": {
        "n": 67,
        "nPriced": 1,
        "reliability": "none",
        "median": 0.15,
        "p25": 0.15,
        "p75": 0.15,
        "min": 0.15,
        "max": 0.15,
        "mean": 0.15,
        "stdev": 0,
        "usageShare": 0.24
      },
      "individual": {
        "n": 128,
        "nPriced": 105,
        "reliability": "high",
        "median": 1,
        "p25": 0.08,
        "p75": 10,
        "min": 0.01,
        "max": 2999,
        "mean": 44.68,
        "stdev": 299.56,
        "usageShare": 0.7
      },
      "pro": {
        "n": 58,
        "nPriced": 53,
        "reliability": "high",
        "median": 30,
        "p25": 24.17,
        "p75": 80,
        "min": 0.02,
        "max": 999,
        "mean": 81.88,
        "stdev": 154.1,
        "usageShare": 0.09
      },
      "team_sme": {
        "n": 23,
        "nPriced": 21,
        "reliability": "high",
        "median": 160,
        "p25": 99,
        "p75": 249,
        "min": 0.75,
        "max": 75000,
        "mean": 3729.85,
        "stdev": 16330.44,
        "usageShare": 0.04
      },
      "enterprise": {
        "n": 45,
        "nPriced": 10,
        "reliability": "medium",
        "median": 2391.17,
        "p25": 499.25,
        "p75": 4755.75,
        "min": 99,
        "max": 15000,
        "mean": 3723.73,
        "stdev": 4640.92,
        "usageShare": 0.02
      }
    },
    "byPersonaMonthly": {
      "free": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0.24,
        "mixedBilling": true,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 24,
        "p25": 9.98,
        "median": 19.45,
        "p75": 31.5,
        "confidence": "high",
        "usageShare": 0.7,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "pro": {
        "nMonthly": 50,
        "p25": 29,
        "median": 44.5,
        "p75": 87.5,
        "confidence": "high",
        "usageShare": 0.09,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "team_sme": {
        "nMonthly": 20,
        "p25": 94.25,
        "median": 179.5,
        "p75": 249.25,
        "confidence": "high",
        "usageShare": 0.04,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "enterprise": {
        "nMonthly": 10,
        "p25": 499.25,
        "median": 2391.17,
        "p75": 4755.75,
        "confidence": "medium",
        "usageShare": 0.02,
        "mixedBilling": true,
        "monthlyComparable": true
      }
    },
    "byTierCohorts": {
      "status": "ok",
      "cohorts": [
        {
          "tier": "individual",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 10,
          "provider_count": 34,
          "plan_observation_count": 35,
          "data_confidence": 1,
          "data_confidence_basis": {
            "provider_component": 1,
            "observation_component": 1,
            "provider_count": 34,
            "plan_observation_count": 35
          },
          "reliability": "high",
          "members": [
            {
              "provider": "lunchflow_mcp",
              "usd": 2.92
            },
            {
              "provider": "financial_reports",
              "usd": 3.3
            },
            {
              "provider": "synci",
              "usd": 3.78
            },
            {
              "provider": "tapetide_mcp",
              "usd": 5.24
            },
            {
              "provider": "exchange_rate",
              "usd": 9
            },
            {
              "provider": "janmacher02_xl8y_sec_edgar_mcp",
              "usd": 10
            },
            {
              "provider": "data_rail",
              "usd": 10
            },
            {
              "provider": "the_stall",
              "usd": 10
            },
            {
              "provider": "florisearch",
              "usd": 10
            },
            {
              "provider": "defi_data",
              "usd": 10
            },
            {
              "provider": "exchangerate",
              "usd": 10
            },
            {
              "provider": "goldprice",
              "usd": 10
            },
            {
              "provider": "seahboonkeong_chat_bnmapi",
              "usd": 10
            },
            {
              "provider": "edgrapi",
              "usd": 10
            },
            {
              "provider": "financial_signals_mcp",
              "usd": 10
            },
            {
              "provider": "exchange_mcp",
              "usd": 10
            },
            {
              "provider": "atv",
              "usd": 10
            },
            {
              "provider": "botindex_mcp_server",
              "usd": 10
            },
            {
              "provider": "alertio_mcp",
              "usd": 13.68
            },
            {
              "provider": "defi_intel",
              "usd": 16
            },
            {
              "provider": "deepkpi_mcp",
              "usd": 19
            },
            {
              "provider": "quantgist_mcp",
              "usd": 19
            },
            {
              "provider": "apifinance",
              "usd": 19.9
            },
            {
              "provider": "briefings",
              "usd": 19.99
            },
            {
              "provider": "mcp_1s",
              "usd": 20
            },
            {
              "provider": "eodhd_2",
              "usd": 22.79
            },
            {
              "provider": "odds_api",
              "usd": 25
            },
            {
              "provider": "momo_parser_mcp",
              "usd": 29
            },
            {
              "provider": "finstack_mcp",
              "usd": 31.49
            },
            {
              "provider": "wisesheets",
              "usd": 39
            },
            {
              "provider": "unusual_whales_mcp",
              "usd": 50
            },
            {
              "provider": "fmp_mcp_server_2",
              "usd": 59
            },
            {
              "provider": "japan_financials",
              "usd": 199
            },
            {
              "provider": "akyla_financial_data",
              "usd": 500
            }
          ],
          "p25": 10,
          "p75": 22.09
        },
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 31.53,
          "provider_count": 36,
          "plan_observation_count": 48,
          "data_confidence": 1,
          "data_confidence_basis": {
            "provider_component": 1,
            "observation_component": 1,
            "provider_count": 36,
            "plan_observation_count": 48
          },
          "reliability": "high",
          "members": [
            {
              "provider": "argentina_data",
              "usd": 0.8
            },
            {
              "provider": "finstack_mcp",
              "usd": 3.14
            },
            {
              "provider": "synci",
              "usd": 5.22
            },
            {
              "provider": "getcurrentoffers",
              "usd": 9
            },
            {
              "provider": "tapetide_mcp",
              "usd": 10.49
            },
            {
              "provider": "wallet_analytics",
              "usd": 19
            },
            {
              "provider": "ko_financial_data",
              "usd": 19
            },
            {
              "provider": "wisesheets",
              "usd": 19
            },
            {
              "provider": "filing_intelligence",
              "usd": 20
            },
            {
              "provider": "alertio_mcp",
              "usd": 21.66
            },
            {
              "provider": "financial_reports",
              "usd": 24.96
            },
            {
              "provider": "edgrapi",
              "usd": 26.59
            },
            {
              "provider": "keith_ruitenbach_datasignals_l",
              "usd": 29
            },
            {
              "provider": "exchange_rate",
              "usd": 29
            },
            {
              "provider": "hermes_plant",
              "usd": 29
            },
            {
              "provider": "bullrundata",
              "usd": 29
            },
            {
              "provider": "riley_craig_x402",
              "usd": 29
            },
            {
              "provider": "exchangerate",
              "usd": 30
            },
            {
              "provider": "mcp_eu_finance",
              "usd": 33.06
            },
            {
              "provider": "falsifylab_alpha",
              "usd": 34
            },
            {
              "provider": "ohmyfin",
              "usd": 39.99
            },
            {
              "provider": "slamai_mcp_server",
              "usd": 49
            },
            {
              "provider": "exascale_build",
              "usd": 49
            },
            {
              "provider": "0xarchive_mcp",
              "usd": 49
            },
            {
              "provider": "fmp_mcp_server_2",
              "usd": 49
            },
            {
              "provider": "briefings",
              "usd": 49.99
            },
            {
              "provider": "eodhd_2",
              "usd": 51.29
            },
            {
              "provider": "goldprice",
              "usd": 55
            },
            {
              "provider": "finlight",
              "usd": 64
            },
            {
              "provider": "drillr",
              "usd": 64
            },
            {
              "provider": "financial_data",
              "usd": 69
            },
            {
              "provider": "quantgist_mcp",
              "usd": 79
            },
            {
              "provider": "unusual_whales_mcp",
              "usd": 97.5
            },
            {
              "provider": "apifinance",
              "usd": 99.9
            },
            {
              "provider": "headless_oracle",
              "usd": 199
            },
            {
              "provider": "odds_api",
              "usd": 295
            }
          ],
          "p25": 21.25,
          "p75": 52.22
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 159.5,
          "provider_count": 16,
          "plan_observation_count": 19,
          "data_confidence": 0.99,
          "data_confidence_basis": {
            "provider_component": 1,
            "observation_component": 0.95,
            "provider_count": 16,
            "plan_observation_count": 19
          },
          "reliability": "high",
          "members": [
            {
              "provider": "timeslope",
              "usd": 9
            },
            {
              "provider": "patternfetch",
              "usd": 19
            },
            {
              "provider": "alertio_mcp",
              "usd": 55.86
            },
            {
              "provider": "momo_parser_mcp",
              "usd": 59.63
            },
            {
              "provider": "ko_financial_data",
              "usd": 79
            },
            {
              "provider": "wallet_analytics",
              "usd": 99
            },
            {
              "provider": "edgrapi",
              "usd": 99
            },
            {
              "provider": "defi_intel",
              "usd": 120
            },
            {
              "provider": "hermes_plant",
              "usd": 199
            },
            {
              "provider": "falsifylab_alpha",
              "usd": 199
            },
            {
              "provider": "fin_datasets",
              "usd": 200
            },
            {
              "provider": "slamai_mcp_server",
              "usd": 224
            },
            {
              "provider": "mcp_eu_finance",
              "usd": 226.86
            },
            {
              "provider": "finlight",
              "usd": 249
            },
            {
              "provider": "odds_api",
              "usd": 250
            },
            {
              "provider": "quantgist_mcp",
              "usd": 299
            }
          ],
          "p25": 74.16,
          "p75": 224.72
        },
        {
          "tier": "enterprise",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 199,
          "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": "momo_parser_mcp",
              "usd": 4.05
            },
            {
              "provider": "edinet_db",
              "usd": 27.79
            },
            {
              "provider": "leeway_financial_data",
              "usd": 63.15
            },
            {
              "provider": "bullrundata",
              "usd": 99
            },
            {
              "provider": "financial_data",
              "usd": 299
            },
            {
              "provider": "ko_financial_data",
              "usd": 499
            },
            {
              "provider": "headless_oracle",
              "usd": 500
            },
            {
              "provider": "slamai_mcp_server",
              "usd": 799
            }
          ],
          "p25": 54.31,
          "p75": 499.25
        }
      ],
      "rejected": {
        "free_or_zero": 12,
        "ambiguous_cadence": 31,
        "one_time": 21,
        "usage_not_monthly": 73,
        "range": 2,
        "promo": 1
      },
      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 112,
            "offers": [
              {
                "provider": "0xarchive_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/mo",
                "monthly_usd": 49
              },
              {
                "provider": "akyla_financial_data",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$500 / month",
                "monthly_usd": 500
              },
              {
                "provider": "alertio_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "€12 /mo",
                "monthly_usd": 13.68
              },
              {
                "provider": "alertio_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€19 /mo",
                "monthly_usd": 21.66
              },
              {
                "provider": "alertio_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€49 /mo",
                "monthly_usd": 55.86
              },
              {
                "provider": "apifinance",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19.90/month",
                "monthly_usd": 19.9
              },
              {
                "provider": "apifinance",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99.90/month",
                "monthly_usd": 99.9
              },
              {
                "provider": "argentina_data",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$0.80 USD / mes",
                "monthly_usd": 0.8
              },
              {
                "provider": "atv",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "botindex_mcp_server",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "briefings",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19.99/mo",
                "monthly_usd": 19.99
              },
              {
                "provider": "briefings",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49.99/mo",
                "monthly_usd": 49.99
              },
              {
                "provider": "bullrundata",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29/month",
                "monthly_usd": 29
              },
              {
                "provider": "bullrundata",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99/month",
                "monthly_usd": 99
              },
              {
                "provider": "data_rail",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "deepkpi_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 for 500 credits/month",
                "monthly_usd": 19
              },
              {
                "provider": "defi_data",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "defi_intel",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$192 billed yearly",
                "monthly_usd": 16
              },
              {
                "provider": "defi_intel",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$960 billed yearly",
                "monthly_usd": 80
              },
              {
                "provider": "defi_intel",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$1,920 billed yearly",
                "monthly_usd": 160
              },
              {
                "provider": "drillr",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 / month",
                "monthly_usd": 29
              },
              {
                "provider": "drillr",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99 / month",
                "monthly_usd": 99
              },
              {
                "provider": "edgrapi",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "edgrapi",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29/mo",
                "monthly_usd": 29
              },
              {
                "provider": "edgrapi",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$290/yr",
                "monthly_usd": 24.17
              },
              {
                "provider": "edgrapi",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99/mo",
                "monthly_usd": 99
              },
              {
                "provider": "edinet_db",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "¥4,980/月",
                "monthly_usd": 30.88
              },
              {
                "provider": "edinet_db",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "¥47,800/年",
                "monthly_usd": 24.7
              },
              {
                "provider": "eodhd_2",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "€ 19.99 /mo.",
                "monthly_usd": 22.79
              },
              {
                "provider": "eodhd_2",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€ 29.99 /mo.",
                "monthly_usd": 34.19
              },
              {
                "provider": "eodhd_2",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€ 59.99 /mo.",
                "monthly_usd": 68.39
              },
              {
                "provider": "exascale_build",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/mo",
                "monthly_usd": 49
              },
              {
                "provider": "exchange_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "exchange_rate",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9 /month",
                "monthly_usd": 9
              },
              {
                "provider": "exchange_rate",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 /month",
                "monthly_usd": 29
              },
              {
                "provider": "exchangerate",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "exchangerate",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$30/mo",
                "monthly_usd": 30
              },
              {
                "provider": "falsifylab_alpha",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19/mo",
                "monthly_usd": 19
              },
              {
                "provider": "falsifylab_alpha",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/mo",
                "monthly_usd": 49
              },
              {
                "provider": "falsifylab_alpha",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$199/mo",
                "monthly_usd": 199
              },
              {
                "provider": "filing_intelligence",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20/month",
                "monthly_usd": 20
              },
              {
                "provider": "fin_datasets",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$200 / mo",
                "monthly_usd": 200
              },
              {
                "provider": "financial_data",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$ 29 /mo",
                "monthly_usd": 29
              },
              {
                "provider": "financial_data",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$ 69 /mo",
                "monthly_usd": 69
              },
              {
                "provider": "financial_data",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$149/month",
                "monthly_usd": 149
              },
              {
                "provider": "financial_data",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$299/month",
                "monthly_usd": 299
              },
              {
                "provider": "financial_reports",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "9.9 USD/quarter",
                "monthly_usd": 3.3
              },
              {
                "provider": "financial_reports",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "49.9 USD/quarter",
                "monthly_usd": 16.63
              },
              {
                "provider": "financial_reports",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "99.9 USD/quarter",
                "monthly_usd": 33.3
              },
              {
                "provider": "financial_signals_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "finlight",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 per month",
                "monthly_usd": 29
              },
              {
                "provider": "finlight",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99 per month",
                "monthly_usd": 99
              },
              {
                "provider": "finlight",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$249 per month",
                "monthly_usd": 249
              },
              {
                "provider": "finstack_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "₹299 /mo",
                "monthly_usd": 3.14
              },
              {
                "provider": "finstack_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "₹2,999 /mo",
                "monthly_usd": 31.49
              },
              {
                "provider": "florisearch",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "fmp_mcp_server_2",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19.00 / mo billed annually",
                "monthly_usd": 19
              },
              {
                "provider": "fmp_mcp_server_2",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49.00 / mo billed annually",
                "monthly_usd": 49
              },
              {
                "provider": "fmp_mcp_server_2",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99.00 / mo billed annually",
                "monthly_usd": 99
              },
              {
                "provider": "getcurrentoffers",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9 /mo",
                "monthly_usd": 9
              },
              {
                "provider": "goldprice",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10 / mo",
                "monthly_usd": 10
              },
              {
                "provider": "goldprice",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$30 / mo",
                "monthly_usd": 30
              },
              {
                "provider": "goldprice",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$80 / mo",
                "monthly_usd": 80
              },
              {
                "provider": "headless_oracle",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99/mo",
                "monthly_usd": 99
              },
              {
                "provider": "headless_oracle",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$299/mo",
                "monthly_usd": 299
              },
              {
                "provider": "headless_oracle",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "Starting at $500/month",
                "monthly_usd": 500
              },
              {
                "provider": "hermes_plant",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29/ month",
                "monthly_usd": 29
              },
              {
                "provider": "hermes_plant",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$199/ month",
                "monthly_usd": 199
              },
              {
                "provider": "janmacher02_xl8y_sec_edgar_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "japan_financials",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$199 /mo",
                "monthly_usd": 199
              },
              {
                "provider": "keith_ruitenbach_datasignals_l",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29/month",
                "monthly_usd": 29
              },
              {
                "provider": "ko_financial_data",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 /mo",
                "monthly_usd": 19
              },
              {
                "provider": "ko_financial_data",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$79 /mo",
                "monthly_usd": 79
              },
              {
                "provider": "ko_financial_data",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$499 /month",
                "monthly_usd": 499
              },
              {
                "provider": "leeway_financial_data",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "ab 40,83 €/ Monat",
                "monthly_usd": 46.55
              },
              {
                "provider": "leeway_financial_data",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "ab 69,95 €/ Monat",
                "monthly_usd": 79.74
              },
              {
                "provider": "lunchflow_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$34.99 billed annually",
                "monthly_usd": 2.92
              },
              {
                "provider": "mcp_1s",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20 / month",
                "monthly_usd": 20
              },
              {
                "provider": "mcp_eu_finance",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€29/month",
                "monthly_usd": 33.06
              },
              {
                "provider": "mcp_eu_finance",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€199/month",
                "monthly_usd": 226.86
              },
              {
                "provider": "momo_parser_mcp",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "UGX 15,000 / month",
                "monthly_usd": 4.05
              },
              {
                "provider": "momo_parser_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "UGX 75,000 / month",
                "monthly_usd": 20.25
              },
              {
                "provider": "momo_parser_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$ 29 / mo",
                "monthly_usd": 29
              },
              {
                "provider": "momo_parser_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$ 99 / mo",
                "monthly_usd": 99
              },
              {
                "provider": "odds_api",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$25 USD / month",
                "monthly_usd": 25
              },
              {
                "provider": "odds_api",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$90 USD / month",
                "monthly_usd": 90
              },
              {
                "provider": "odds_api",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$250 USD / month",
                "monthly_usd": 250
              },
              {
                "provider": "odds_api",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$500 USD / month",
                "monthly_usd": 500
              },
              {
                "provider": "ohmyfin",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39.99 / mo",
                "monthly_usd": 39.99
              },
              {
                "provider": "patternfetch",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 /month",
                "monthly_usd": 19
              },
              {
                "provider": "quantgist_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 /mo",
                "monthly_usd": 19
              },
              {
                "provider": "quantgist_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$79 /mo",
                "monthly_usd": 79
              },
              {
                "provider": "quantgist_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$299 /mo",
                "monthly_usd": 299
              },
              {
                "provider": "riley_craig_x402",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29.00 / month",
                "monthly_usd": 29
              },
              {
                "provider": "seahboonkeong_chat_bnmapi",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "slamai_mcp_server",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 /mo",
                "monthly_usd": 49
              },
              {
                "provider": "slamai_mcp_server",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$149 /mo",
                "monthly_usd": 149
              },
              {
                "provider": "slamai_mcp_server",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$299 /mo",
                "monthly_usd": 299
              },
              {
                "provider": "slamai_mcp_server",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$799 /mo",
                "monthly_usd": 799
              },
              {
                "provider": "synci",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "€3.32 /mo",
                "monthly_usd": 3.78
              },
              {
                "provider": "synci",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€4.58 /mo",
                "monthly_usd": 5.22
              },
              {
                "provider": "tapetide_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "₹499 /mo",
                "monthly_usd": 5.24
              },
              {
                "provider": "tapetide_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "₹999 /mo",
                "monthly_usd": 10.49
              },
              {
                "provider": "the_stall",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "timeslope",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9/month billed annually",
                "monthly_usd": 9
              },
              {
                "provider": "unusual_whales_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$50/mo",
                "monthly_usd": 50
              },
              {
                "provider": "unusual_whales_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$75/mo",
                "monthly_usd": 75
              },
              {
                "provider": "unusual_whales_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$120/mo",
                "monthly_usd": 120
              },
              {
                "provider": "wallet_analytics",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 /month",
                "monthly_usd": 19
              },
              {
                "provider": "wallet_analytics",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99 /month",
                "monthly_usd": 99
              },
              {
                "provider": "wisesheets",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 USD per Month",
                "monthly_usd": 19
              },
              {
                "provider": "wisesheets",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39 USD per Month",
                "monthly_usd": 39
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_seat",
            "count": 2,
            "offers": [
              {
                "provider": "valuein",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$49 / month / seat",
                "monthly_usd": 49
              },
              {
                "provider": "valuein",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$499 / month / seat",
                "monthly_usd": 499
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 21,
            "offers": [
              {
                "provider": "apifinance",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$9.90",
                "monthly_usd": null
              },
              {
                "provider": "defimind",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$2,500",
                "monthly_usd": null
              },
              {
                "provider": "defimind",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "From $10,000",
                "monthly_usd": null
              },
              {
                "provider": "defimind",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "From $1,500",
                "monthly_usd": null
              },
              {
                "provider": "devdrops",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$5 one-time",
                "monthly_usd": null
              },
              {
                "provider": "devdrops",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$25 one-time",
                "monthly_usd": null
              },
              {
                "provider": "devdrops",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$100 one-time",
                "monthly_usd": null
              },
              {
                "provider": "edgrapi",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$7",
                "monthly_usd": null
              },
              {
                "provider": "edgrapi",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$18",
                "monthly_usd": null
              },
              {
                "provider": "edgrapi",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$55",
                "monthly_usd": null
              },
              {
                "provider": "eodhd_2",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "€ 99.99 /mo.",
                "monthly_usd": null
              },
              {
                "provider": "fin_datasets",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$20",
                "monthly_usd": null
              },
              {
                "provider": "financial_reports",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "10 USD",
                "monthly_usd": null
              },
              {
                "provider": "financial_reports",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "50 USD",
                "monthly_usd": null
              },
              {
                "provider": "financial_reports",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "100 USD",
                "monthly_usd": null
              },
              {
                "provider": "headless_oracle",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$5",
                "monthly_usd": null
              },
              {
                "provider": "ibanforge",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$5",
                "monthly_usd": null
              },
              {
                "provider": "ibanforge",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$20",
                "monthly_usd": null
              },
              {
                "provider": "ibanforge",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$80",
                "monthly_usd": null
              },
              {
                "provider": "keith_ruitenbach_datasignals_l",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$19 one time",
                "monthly_usd": null
              },
              {
                "provider": "riley_craig_x402",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$19.00 one-time",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 54,
            "offers": [
              {
                "provider": "0xarchive_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$1/GB",
                "monthly_usd": null
              },
              {
                "provider": "agentfiling",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01",
                "monthly_usd": null
              },
              {
                "provider": "agentfiling",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01",
                "monthly_usd": null
              },
              {
                "provider": "agentfiling",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01",
                "monthly_usd": null
              },
              {
                "provider": "atv",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10 / 1K",
                "monthly_usd": null
              },
              {
                "provider": "clicks_protocol",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "2% on yield",
                "monthly_usd": null
              },
              {
                "provider": "daedalmap",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10 per question",
                "monthly_usd": null
              },
              {
                "provider": "daedalmap",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$1.00 per question",
                "monthly_usd": null
              },
              {
                "provider": "deepkpi_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$5 for 100 credits",
                "monthly_usd": null
              },
              {
                "provider": "drillr",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.12 / cr",
                "monthly_usd": null
              },
              {
                "provider": "drillr",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10 / cr",
                "monthly_usd": null
              },
              {
                "provider": "financial_analyst_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$5.00",
                "monthly_usd": null
              },
              {
                "provider": "financial_analyst_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$3.00",
                "monthly_usd": null
              },
              {
                "provider": "financial_analyst_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$2.00",
                "monthly_usd": null
              },
              {
                "provider": "financial_analyst_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$1.00",
                "monthly_usd": null
              },
              {
                "provider": "financial_analyst_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$1.00",
                "monthly_usd": null
              },
              {
                "provider": "financial_analyst_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$1.00",
                "monthly_usd": null
              },
              {
                "provider": "financial_analyst_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$1.00",
                "monthly_usd": null
              },
              {
                "provider": "financial_analyst_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.50",
                "monthly_usd": null
              },
              {
                "provider": "financial_analyst_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.50",
                "monthly_usd": null
              },
              {
                "provider": "financial_analyst_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.25",
                "monthly_usd": null
              },
              {
                "provider": "financial_analyst_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.25",
                "monthly_usd": null
              },
              {
                "provider": "financial_analyst_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.25",
                "monthly_usd": null
              },
              {
                "provider": "financial_analyst_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.25",
                "monthly_usd": null
              },
              {
                "provider": "financial_reports",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "1 Point / 1000 requests",
                "monthly_usd": null
              },
              {
                "provider": "gapup_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.100 USDC",
                "monthly_usd": null
              },
              {
                "provider": "gapup_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.050 USDC",
                "monthly_usd": null
              },
              {
                "provider": "gapup_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.040 USDC",
                "monthly_usd": null
              },
              {
                "provider": "gapup_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.050 USDC",
                "monthly_usd": null
              },
              {
                "provider": "gapup_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.060 USDC",
                "monthly_usd": null
              },
              {
                "provider": "gapup_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.080 USDC",
                "monthly_usd": null
              },
              {
                "provider": "gapup_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.150 USDC",
                "monthly_usd": null
              },
              {
                "provider": "gapup_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.250 USDC",
                "monthly_usd": null
              },
              {
                "provider": "gapup_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.200",
                "monthly_usd": null
              },
              {
                "provider": "groundapi",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01 / 次",
                "monthly_usd": null
              },
              {
                "provider": "groundapi",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.02 / 次",
                "monthly_usd": null
              },
              {
                "provider": "keith_ruitenbach_datasignals_l",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.20 per result",
                "monthly_usd": null
              },
              {
                "provider": "korean_stocks",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.05",
                "monthly_usd": null
              },
              {
                "provider": "korean_stocks",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.1",
                "monthly_usd": null
              },
              {
                "provider": "korean_stocks",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.2",
                "monthly_usd": null
              },
              {
                "provider": "korean_stocks",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.25",
                "monthly_usd": null
              },
              {
                "provider": "korean_stocks",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.3",
                "monthly_usd": null
              },
              {
                "provider": "kr_crypto_intel",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.05",
                "monthly_usd": null
              },
              {
                "provider": "patternfetch",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01",
                "monthly_usd": null
              },
              {
                "provider": "patternfetch",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.025",
                "monthly_usd": null
              },
              {
                "provider": "patternfetch",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.008",
                "monthly_usd": null
              },
              {
                "provider": "patternfetch",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.005",
                "monthly_usd": null
              },
              {
                "provider": "patternfetch",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.05",
                "monthly_usd": null
              },
              {
                "provider": "patternfetch",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.02",
                "monthly_usd": null
              },
              {
                "provider": "riley_craig_x402",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.09",
                "monthly_usd": null
              },
              {
                "provider": "seahboonkeong_chat_bnmapi",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10 / 1K",
                "monthly_usd": null
              },
              {
                "provider": "synci",
                "tier": "enterprise",
                "billing": "usage",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "terminalfeed",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "$1 USDC = 50 calls",
                "monthly_usd": null
              },
              {
                "provider": "the_stall",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.080",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "other_usage",
            "count": 3,
            "offers": [
              {
                "provider": "financial_signals_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$0.01 USDC per query after a daily free allowance (25/day)",
                "monthly_usd": null
              },
              {
                "provider": "riskmodels",
                "tier": "individual",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$0.005 / request",
                "monthly_usd": null
              },
              {
                "provider": "riskmodels",
                "tier": "pro",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$0.02 / request",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "per_call",
            "count": 16,
            "offers": [
              {
                "provider": "hederatoolbox",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "0.10 ℏ per call",
                "monthly_usd": null
              },
              {
                "provider": "hederatoolbox",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "0.20 ℏ per call",
                "monthly_usd": null
              },
              {
                "provider": "hederatoolbox",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "0.50 ℏ per call",
                "monthly_usd": null
              },
              {
                "provider": "hederatoolbox",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "0.60 ℏ per call",
                "monthly_usd": null
              },
              {
                "provider": "hederatoolbox",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "1.00 ℏ per call",
                "monthly_usd": null
              },
              {
                "provider": "hederatoolbox",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "1.50 ℏ per call",
                "monthly_usd": null
              },
              {
                "provider": "hederatoolbox",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "2.00 ℏ per call",
                "monthly_usd": null
              },
              {
                "provider": "hederatoolbox",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "per_call",
                "price": "100 ℏ per call",
                "monthly_usd": null
              },
              {
                "provider": "hermes_plant",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "$0.01/ call",
                "monthly_usd": null
              },
              {
                "provider": "ibanforge",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "$0.005 per call",
                "monthly_usd": null
              },
              {
                "provider": "ibanforge",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "$0.02 per call",
                "monthly_usd": null
              },
              {
                "provider": "lightning_tools",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "1 sat/call",
                "monthly_usd": null
              },
              {
                "provider": "lightning_tools",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "1 sat/call",
                "monthly_usd": null
              },
              {
                "provider": "lightning_tools",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "2 sats/call",
                "monthly_usd": null
              },
              {
                "provider": "lightning_tools",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "2 sats/call",
                "monthly_usd": null
              },
              {
                "provider": "riley_craig_x402",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "$0.01 / call, invoiced monthly",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 31,
            "offers": [
              {
                "provider": "akyla_financial_data",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact Us",
                "monthly_usd": null
              },
              {
                "provider": "alertio_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "apifinance",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "argentina_data",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "A medida",
                "monthly_usd": null
              },
              {
                "provider": "atv",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "botindex_mcp_server",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "briefings",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "data_rail",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "deepkpi_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "defi_data",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "defi_intel",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "defimind",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Quoted",
                "monthly_usd": null
              },
              {
                "provider": "drillr",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "exchange_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "filing_intelligence",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "fin_datasets",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "financial_signals_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "finlight",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom pricing",
                "monthly_usd": null
              },
              {
                "provider": "florisearch",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "getcurrentoffers",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "janmacher02_xl8y_sec_edgar_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "japan_financials",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "lunchflow_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "momo_parser_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$ Custom",
                "monthly_usd": null
              },
              {
                "provider": "odds_api",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "quantgist_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "seahboonkeong_chat_bnmapi",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "tapetide_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "the_stall",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "valuein",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Negotiated",
                "monthly_usd": null
              },
              {
                "provider": "wisesheets",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 74,
          "normalized_observations": 114,
          "comparable_providers": 59,
          "strict_cohorts": 4,
          "exclusion_reasons": {
            "free_or_zero": 12,
            "ambiguous_cadence": 31,
            "one_time": 21,
            "usage_not_monthly": 73,
            "range": 2,
            "promo": 1
          }
        }
      }
    },
    "billingMix": {
      "freemium": 53,
      "usage": 15,
      "subscription": 10,
      "free": 15,
      "contact_sales": 1,
      "one-time": 3
    },
    "freeTierShare": 0.7,
    "medianLowestUsd": 19
  },
  "movement": {
    "niche": "financial-data-api-for-agents",
    "sector": "financial-services",
    "pricedNow": 61,
    "pairs": 60,
    "repriced": [
      {
        "handle": "leeway_financial_data",
        "from": 28.83,
        "to": 47.25,
        "pct": 63.9
      },
      {
        "handle": "edinet_db",
        "from": 25.23,
        "to": 25.02,
        "pct": -0.8
      },
      {
        "handle": "momo_parser_mcp",
        "from": 4.02,
        "to": 4.05,
        "pct": 0.7
      },
      {
        "handle": "tapetide_mcp",
        "from": 5.24,
        "to": 5.22,
        "pct": -0.4
      },
      {
        "handle": "finstack_mcp",
        "from": 3.14,
        "to": 3.13,
        "pct": -0.3
      },
      {
        "handle": "alertio_mcp",
        "from": 13.86,
        "to": 13.89,
        "pct": 0.2
      },
      {
        "handle": "eodhd_2",
        "from": 23.1,
        "to": 23.13,
        "pct": 0.1
      },
      {
        "handle": "mcp_eu_finance",
        "from": 33.51,
        "to": 33.56,
        "pct": 0.1
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [
      "investsights",
      "daedalmap",
      "riskmodels"
    ],
    "likeForLikePct": 0.8,
    "kind": "mixed",
    "narrative": "Repricing + composition: 8 agents repriced — 5 up, 3 down; 3 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-19",
        "index": 96.64,
        "pairs": 69,
        "dayChangePct": -0.64
      },
      {
        "day": "2026-07-20",
        "index": 96.64,
        "pairs": 74,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 96.64,
        "pairs": 82,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 96.64,
        "pairs": 82,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 96.64,
        "pairs": 86,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 96.64,
        "pairs": 84,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 96.64,
        "pairs": 80,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 96.64,
        "pairs": 76,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 97.528,
        "pairs": 81,
        "dayChangePct": 0.92
      },
      {
        "day": "2026-07-28",
        "index": 97.528,
        "pairs": 77,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 96.967,
        "pairs": 77,
        "dayChangePct": -0.57
      },
      {
        "day": "2026-07-30",
        "index": 96.967,
        "pairs": 74,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 97.097,
        "pairs": 75,
        "dayChangePct": 0.13
      },
      {
        "day": "2026-08-01",
        "index": 97.011,
        "pairs": 75,
        "dayChangePct": -0.09
      },
      {
        "day": "2026-08-02",
        "index": 97.011,
        "pairs": 75,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 97.011,
        "pairs": 80,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 97.011,
        "pairs": 86,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 97.011,
        "pairs": 86,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 97.011,
        "pairs": 88,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 97.356,
        "pairs": 81,
        "dayChangePct": 0.36
      },
      {
        "day": "2026-08-08",
        "index": 97.356,
        "pairs": 76,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 97.356,
        "pairs": 70,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 97.356,
        "pairs": 78,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 97.356,
        "pairs": 92,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 97.356,
        "pairs": 92,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 97.356,
        "pairs": 91,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 97.356,
        "pairs": 92,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 97.356,
        "pairs": 92,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 97.356,
        "pairs": 94,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 97.356,
        "pairs": 95,
        "dayChangePct": 0
      }
    ],
    "latest": 97.356,
    "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": "ai_scores",
      "name": "Danelfin MCP server: AI Scores in Claude Code & Cursor",
      "url": "https://danelfin.com/",
      "short_summary": "provides AI scores and rankings for stocks and ETFs to predict probability of beating the market",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Danelfin promotes a trial and discounted two-year plans, but no public subscription prices are shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "alertio_mcp",
      "name": "Alertio",
      "url": "https://www.alertio.io",
      "short_summary": "monitors DeFi positions and sends real-time alerts for liquidation risk, funding spikes, depegs, frozen reserves, and governance moves",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 13.89,
        "monthly_usd": 16.07,
        "headline": "Free tier, then from $13.89/mo",
        "summary": "Free tier, then from $13.89/mo. Alertio offers an unlimited free tier and paid monthly plans from €12 to €49, with a custom-quoted Business option."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "americandefault_research",
      "name": "Americandefault Research",
      "url": "https://americandefault.org/press/mcp/",
      "short_summary": "Provides read-only MCP access to query U.S. household economic-distress data including 96 economic indicators, the American Distress Index composite score, and…",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "American Default publicly offers a free assessment and personalized action plan, with no paid plans or numeric pricing shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "apifinance",
      "name": "APIFinance",
      "url": "https://www.apifinance.ai/",
      "short_summary": "Provides a stock research API delivering structured financial data (security search, quotes, valuation, statements, SEC filings, insider trading, earnings) for…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9.9,
        "monthly_usd": 9.9,
        "headline": "Free tier, then from $9.9/mo",
        "summary": "Free tier, then from $9.9/mo. ApiFinance AI offers a free 100-credit plan, paid monthly Developer and Pro plans at $19.90 and $99.90, plus one-time credit top-ups and custom enterprise pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "argentina_data",
      "name": "Argentina Data",
      "url": "https://argentinadata.mymcps.dev",
      "short_summary": "provides real-time Argentine financial, economic, legal, and tax data for AI agents",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "Argentina Data ofrece un plan gratuito, un plan Pro de $0.80 USD al mes y precios personalizados para Enterprise."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ausecon_mcp",
      "name": "Ausecon",
      "url": "https://auseconmcp.com",
      "short_summary": "retrieval of Australian economic and financial data from ABS, RBA and APRA",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "The Australian Economic Data MCP Server is openly available for free with no API key required."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "banksync_mcp",
      "name": "BankSync",
      "url": "https://banksync.io/developers/mcp-setup",
      "short_summary": "Provides AI agents secure access to real-time financial data including transactions, balances, investments, and loans from bank accounts",
      "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": "bitquery_mcp",
      "name": "bitquery-mcp",
      "url": "https://mcp.bitquery.io/",
      "short_summary": "provides blockchain data access for AI agents via Model Context Protocol",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "The homepage exposes a $0 offer for the Bitquery MCP Server and references paid plans for SQL access, but provides no public paid-plan prices."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "briefings",
      "name": "PreReason",
      "url": " https://www.prereason.com",
      "short_summary": "Financial context your AI actually understands.\n\nYour agent stops guessing. Numbers are AI's weakest input. PreReason delivers language, its strongest skill. O…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19.99,
        "monthly_usd": 19.99,
        "headline": "Free tier, then from $19.99/mo",
        "summary": "Free tier, then from $19.99/mo. PreReason offers a permanent free plan, Basic and Pro plans billed yearly at $19.99 and $49.99 per month respectively, custom enterprise pricing, and pay-per-request access at $0.01-$0.03 per request."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "causal_mcp",
      "name": "Aleatoric",
      "url": "https://sim.aleatoric.systems/#pricing",
      "short_summary": "generates deterministic, venue-aware synthetic market data for financial research, validation, and systems testing",
      "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
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "agentcash",
      "name": "AgentCash",
      "url": "https://agentcash.dev/",
      "short_summary": "enables AI agents to discover, access, and pay for paywalled data, APIs, and tools on behalf of users via pay-per-call transactions",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public subscription or usage prices were found; the site mentions paid API calls and an onboarding bonus but does not list rates."
      },
      "home_niche": "agent-wallet-payments",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "alpha_vantage",
      "name": "Alpha Vantage",
      "url": "https://www.alphavantage.co/",
      "short_summary": "provides realtime and historical financial market data via APIs, including stock, options, forex, commodities, economic indicators, technical indicators, and m…",
      "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": "market-data-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "blockrun_mcp",
      "name": "Blockrun",
      "url": "https://github.com/BlockRunAI/blockrun-mcp",
      "short_summary": "MCP server providing real-time data access for AI agents: web search, market data, crypto prices, research papers, and X/Twitter feeds. Pay-per-call via x402 m…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No reliable public pricing for BlockRun MCP is shown in the supplied context."
      },
      "home_niche": "web-search-api",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "circle_developers",
      "name": "Circle",
      "url": "https://developers.circle.com/api-reference/wallets/common/ping",
      "short_summary": "provides API to check that the service is running (health ping) as part of Circle's wallets, payments and financial APIs",
      "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": "developer-portal-api-docs",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "eodhd",
      "name": "EODHD Market Data APIs",
      "url": "https://eodhd.com/",
      "short_summary": "Provides real-time, historical, and end-of-day financial market data via APIs for stocks, ETFs, forex, funds, options, fundamentals, and news",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 23.13,
        "monthly_usd": 26.77,
        "headline": "Free tier, then from $23.13/mo",
        "summary": "Free tier, then from $23.13/mo. EODHD offers a permanent free package and four EUR-denominated personal-use monthly plans ranging from €19.99 to €99.99 per month."
      },
      "home_niche": "market-data-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "gateway",
      "name": "Gateway",
      "url": "https://pipeworx.io",
      "short_summary": "Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain English with ask_pipeworx — trade flows, SEC filings, drug safety, housing data,…",
      "price": {
        "observed": false,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Pipeworx offers permanent free tiers with 50 or 200 daily calls, followed by usage-based credit pricing at $0.0001 per credit."
      },
      "home_niche": "ai-data-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "livedatalink",
      "name": "livedatalink",
      "url": "https://livedatalink.ai",
      "short_summary": "provides real-time data access across 45 domains through a single MCP endpoint",
      "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. LiveDataLink offers a free 100-query tier, with paid monthly plans at $10 for Starter and $49 for Pro, plus $0.01 per-query overage on paid plans."
      },
      "home_niche": "ai-data-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "openmm_mcp",
      "name": "OpenMM MCP",
      "url": "https://smithery.ai/server/qbtlabs/openmm-mcp",
      "short_summary": "MCP server for OpenMM — exposes market data, account, trading, and strategy tools to AI agents via Claude Desktop, Claude Code, Cursor, Windsurf, and other MCP…",
      "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."
      },
      "home_niche": "mcp-server-ecosystem",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/financial-data-api-for-agents",
  "summary": {
    "niche": "financial-data-api-for-agents",
    "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 · Individual median $10/mo (31 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": 31,
          "reliability": "high",
          "median": 10,
          "p25": 10,
          "p75": 19.99,
          "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": 31,
          "reliability": "high",
          "median": 30,
          "p25": 19.5,
          "p75": 49.5,
          "status": "ok"
        },
        {
          "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": 14,
          "reliability": "high",
          "median": 109.5,
          "p25": 64.47,
          "p75": 217.75,
          "status": "ok"
        },
        {
          "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": 6,
          "reliability": "medium",
          "median": 399,
          "p25": 122.11,
          "p75": 499.75,
          "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": 51.29,
          "p25": 29,
          "p75": 99.9,
          "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": 3,
          "reliability": "low",
          "median": 22.79,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "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": [
            200,
            250
          ]
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "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": [
            27.79,
            99
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "financial-data-api-for-agents"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/financial-data-api-for-agents",
    "counts": {
      "listings_with_price_capture": 170,
      "listings_with_observed_public_price": 97,
      "providers_with_numeric_monthly_price_latest_scan": 61,
      "like_for_like_comparable_pairs": 60
    },
    "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": 34,
        "plan_observation_count": 35,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 34,
          "plan_observation_count": 35
        },
        "reliability": "high",
        "members": [
          {
            "provider": "lunchflow_mcp",
            "usd": 2.92
          },
          {
            "provider": "financial_reports",
            "usd": 3.3
          },
          {
            "provider": "synci",
            "usd": 3.78
          },
          {
            "provider": "tapetide_mcp",
            "usd": 5.24
          },
          {
            "provider": "exchange_rate",
            "usd": 9
          },
          {
            "provider": "janmacher02_xl8y_sec_edgar_mcp",
            "usd": 10
          },
          {
            "provider": "data_rail",
            "usd": 10
          },
          {
            "provider": "the_stall",
            "usd": 10
          },
          {
            "provider": "florisearch",
            "usd": 10
          },
          {
            "provider": "defi_data",
            "usd": 10
          },
          {
            "provider": "exchangerate",
            "usd": 10
          },
          {
            "provider": "goldprice",
            "usd": 10
          },
          {
            "provider": "seahboonkeong_chat_bnmapi",
            "usd": 10
          },
          {
            "provider": "edgrapi",
            "usd": 10
          },
          {
            "provider": "financial_signals_mcp",
            "usd": 10
          },
          {
            "provider": "exchange_mcp",
            "usd": 10
          },
          {
            "provider": "atv",
            "usd": 10
          },
          {
            "provider": "botindex_mcp_server",
            "usd": 10
          },
          {
            "provider": "alertio_mcp",
            "usd": 13.68
          },
          {
            "provider": "defi_intel",
            "usd": 16
          },
          {
            "provider": "deepkpi_mcp",
            "usd": 19
          },
          {
            "provider": "quantgist_mcp",
            "usd": 19
          },
          {
            "provider": "apifinance",
            "usd": 19.9
          },
          {
            "provider": "briefings",
            "usd": 19.99
          },
          {
            "provider": "mcp_1s",
            "usd": 20
          },
          {
            "provider": "eodhd_2",
            "usd": 22.79
          },
          {
            "provider": "odds_api",
            "usd": 25
          },
          {
            "provider": "momo_parser_mcp",
            "usd": 29
          },
          {
            "provider": "finstack_mcp",
            "usd": 31.49
          },
          {
            "provider": "wisesheets",
            "usd": 39
          },
          {
            "provider": "unusual_whales_mcp",
            "usd": 50
          },
          {
            "provider": "fmp_mcp_server_2",
            "usd": 59
          },
          {
            "provider": "japan_financials",
            "usd": 199
          },
          {
            "provider": "akyla_financial_data",
            "usd": 500
          }
        ],
        "p25": 10,
        "p75": 22.09
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 31.53,
        "provider_count": 36,
        "plan_observation_count": 48,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 36,
          "plan_observation_count": 48
        },
        "reliability": "high",
        "members": [
          {
            "provider": "argentina_data",
            "usd": 0.8
          },
          {
            "provider": "finstack_mcp",
            "usd": 3.14
          },
          {
            "provider": "synci",
            "usd": 5.22
          },
          {
            "provider": "getcurrentoffers",
            "usd": 9
          },
          {
            "provider": "tapetide_mcp",
            "usd": 10.49
          },
          {
            "provider": "wallet_analytics",
            "usd": 19
          },
          {
            "provider": "ko_financial_data",
            "usd": 19
          },
          {
            "provider": "wisesheets",
            "usd": 19
          },
          {
            "provider": "filing_intelligence",
            "usd": 20
          },
          {
            "provider": "alertio_mcp",
            "usd": 21.66
          },
          {
            "provider": "financial_reports",
            "usd": 24.96
          },
          {
            "provider": "edgrapi",
            "usd": 26.59
          },
          {
            "provider": "keith_ruitenbach_datasignals_l",
            "usd": 29
          },
          {
            "provider": "exchange_rate",
            "usd": 29
          },
          {
            "provider": "hermes_plant",
            "usd": 29
          },
          {
            "provider": "bullrundata",
            "usd": 29
          },
          {
            "provider": "riley_craig_x402",
            "usd": 29
          },
          {
            "provider": "exchangerate",
            "usd": 30
          },
          {
            "provider": "mcp_eu_finance",
            "usd": 33.06
          },
          {
            "provider": "falsifylab_alpha",
            "usd": 34
          },
          {
            "provider": "ohmyfin",
            "usd": 39.99
          },
          {
            "provider": "slamai_mcp_server",
            "usd": 49
          },
          {
            "provider": "exascale_build",
            "usd": 49
          },
          {
            "provider": "0xarchive_mcp",
            "usd": 49
          },
          {
            "provider": "fmp_mcp_server_2",
            "usd": 49
          },
          {
            "provider": "briefings",
            "usd": 49.99
          },
          {
            "provider": "eodhd_2",
            "usd": 51.29
          },
          {
            "provider": "goldprice",
            "usd": 55
          },
          {
            "provider": "finlight",
            "usd": 64
          },
          {
            "provider": "drillr",
            "usd": 64
          },
          {
            "provider": "financial_data",
            "usd": 69
          },
          {
            "provider": "quantgist_mcp",
            "usd": 79
          },
          {
            "provider": "unusual_whales_mcp",
            "usd": 97.5
          },
          {
            "provider": "apifinance",
            "usd": 99.9
          },
          {
            "provider": "headless_oracle",
            "usd": 199
          },
          {
            "provider": "odds_api",
            "usd": 295
          }
        ],
        "p25": 21.25,
        "p75": 52.22
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 159.5,
        "provider_count": 16,
        "plan_observation_count": 19,
        "data_confidence": 0.99,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 0.95,
          "provider_count": 16,
          "plan_observation_count": 19
        },
        "reliability": "high",
        "members": [
          {
            "provider": "timeslope",
            "usd": 9
          },
          {
            "provider": "patternfetch",
            "usd": 19
          },
          {
            "provider": "alertio_mcp",
            "usd": 55.86
          },
          {
            "provider": "momo_parser_mcp",
            "usd": 59.63
          },
          {
            "provider": "ko_financial_data",
            "usd": 79
          },
          {
            "provider": "wallet_analytics",
            "usd": 99
          },
          {
            "provider": "edgrapi",
            "usd": 99
          },
          {
            "provider": "defi_intel",
            "usd": 120
          },
          {
            "provider": "hermes_plant",
            "usd": 199
          },
          {
            "provider": "falsifylab_alpha",
            "usd": 199
          },
          {
            "provider": "fin_datasets",
            "usd": 200
          },
          {
            "provider": "slamai_mcp_server",
            "usd": 224
          },
          {
            "provider": "mcp_eu_finance",
            "usd": 226.86
          },
          {
            "provider": "finlight",
            "usd": 249
          },
          {
            "provider": "odds_api",
            "usd": 250
          },
          {
            "provider": "quantgist_mcp",
            "usd": 299
          }
        ],
        "p25": 74.16,
        "p75": 224.72
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 199,
        "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": "momo_parser_mcp",
            "usd": 4.05
          },
          {
            "provider": "edinet_db",
            "usd": 27.79
          },
          {
            "provider": "leeway_financial_data",
            "usd": 63.15
          },
          {
            "provider": "bullrundata",
            "usd": 99
          },
          {
            "provider": "financial_data",
            "usd": 299
          },
          {
            "provider": "ko_financial_data",
            "usd": 499
          },
          {
            "provider": "headless_oracle",
            "usd": 500
          },
          {
            "provider": "slamai_mcp_server",
            "usd": 799
          }
        ],
        "p25": 54.31,
        "p75": 499.25
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 170,
      "listings_with_observed_public_price": 97,
      "normalized_observations": 114,
      "comparable_providers": 59,
      "strict_cohorts": 4,
      "exclusion_reasons": {
        "free_or_zero": 12,
        "ambiguous_cadence": 31,
        "one_time": 21,
        "usage_not_monthly": 73,
        "range": 2,
        "promo": 1
      }
    },
    "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": 12,
      "ambiguous_cadence": 31,
      "one_time": 21,
      "usage_not_monthly": 73,
      "range": 2,
      "promo": 1
    },
    "billing_mix": {
      "freemium": 53,
      "usage": 15,
      "subscription": 10,
      "free": 15,
      "contact_sales": 1,
      "one-time": 3
    },
    "free_tier_share": 0.7,
    "top_providers": [
      {
        "agent_id": "ai_scores",
        "name": "Danelfin MCP server: AI Scores in Claude Code & Cursor",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "Danelfin promotes a trial and discounted two-year plans, but no public subscription prices are shown."
        },
        "observed": false
      },
      {
        "agent_id": "alertio_mcp",
        "name": "Alertio",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 13.89,
          "monthly_usd": 16.07,
          "headline": "Free tier, then from $13.89/mo",
          "summary": "Free tier, then from $13.89/mo. Alertio offers an unlimited free tier and paid monthly plans from €12 to €49, with a custom-quoted Business option."
        },
        "observed": true
      },
      {
        "agent_id": "americandefault_research",
        "name": "Americandefault Research",
        "price": {
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "American Default publicly offers a free assessment and personalized action plan, with no paid plans or numeric pricing shown."
        },
        "observed": true
      },
      {
        "agent_id": "apifinance",
        "name": "APIFinance",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 9.9,
          "monthly_usd": 9.9,
          "headline": "Free tier, then from $9.9/mo",
          "summary": "Free tier, then from $9.9/mo. ApiFinance AI offers a free 100-credit plan, paid monthly Developer and Pro plans at $19.90 and $99.90, plus one-time credit top-ups and custom enterprise pricing."
        },
        "observed": true
      },
      {
        "agent_id": "argentina_data",
        "name": "Argentina Data",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free tier + paid plans (price not published)",
          "summary": "Argentina Data ofrece un plan gratuito, un plan Pro de $0.80 USD al mes y precios personalizados para Enterprise."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "financial-data-api-for-agents"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "financial-data-api-for-agents",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "ai_scores"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "ai_scores"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

83 providers, one sortable view

Dense enough for many listings; progressive disclosure keeps mobile usable.

ProviderTypeFromVs niche medianLiveness
Alertiomonitors DeFi positions and sends real-time alerts for liquidation risk, funding spikes, depegs, frozen reserves, and governance moves
mcp$13.89from / mo55.9% below100% livemcp55.9% below median100% live
Americandefault ResearchProvides read-only MCP access to query U.S. household economic-distress data including 96 economic indicators, the American Distress Index composite score, and…
mcpFreefree to use100% livemcp100% live
APIFinanceProvides a stock research API delivering structured financial data (security search, quotes, valuation, statements, SEC filings, insider trading, earnings) for…
mcp$9.90from / mo68.6% below100% livemcp68.6% below median100% live
ADArgentina Dataprovides real-time Argentine financial, economic, legal, and tax data for AI agents
mcpFree tierpaid plans vary100% livemcp100% live
Auseconretrieval of Australian economic and financial data from ABS, RBA and APRA
mcpFreefree to use100% livemcp100% live
bitquery-mcpprovides blockchain data access for AI agents via Model Context Protocol
mcpFree tierpaid plans vary100% livemcp100% live
PreReasonFinancial context your AI actually understands. Your agent stops guessing. Numbers are AI's weakest input. PreReason delivers language, its strongest skill. O…
mcp$19.99from / mo36.6% below100% livemcp36.6% below median100% live
Coingeckoprovides real-time and historical cryptocurrency market data including prices, market cap, volume, DeFi pools, NFT collections, and analytics
mcpFreefree to use100% livemcp100% live
Cryptopolitan MCPprovides real-time cryptocurrency news, analysis, and price predictions
mcpFreefree to use100% livemcp100% live
daedalmapprovides geographic data queries for earthquakes, tsunamis, volcanoes, currency rates, and global indicators
mcpFree tierpaid plans vary100% livemcp100% live
DefimindQuantitative DeFi analysis including LP position audits, DAO treasury reviews, pool health assessments, and rug risk analysis
mcp$1500from / mo4657.4% above100% livemcp4657.4% above median100% live
Drillrprovides financial data and research tools for AI agents including market scanning, thesis search, standardized financial data access, and SEC filing analysis
mcp$29from / mo8% below100% livemcp8% below median100% live
Eleczprovides real-time electricity prices and contract recommendations
mcpFreefree to use100% livemcp100% live
exascale.buildprovides agent-queryable US power data including operating, planned and retired generation capacity, net generation, and capacity factor
mcp$49from / mo55.4% above100% livemcp55.4% above median100% live
Exchange Rate APIprovides real-time and historical exchange rates for currencies
mcp$9from / mo71.5% below100% livemcp71.5% below median100% live
FalsifyLab_Alphaprovides finance and trading data feeds for AI agents
mcp$19from / mo39.7% below100% livemcp39.7% below median100% live
filing-intelligenceSEC filing intelligence for AI agents - processes SEC filings into structured financial data, derived metrics, and LLM-generated filing analysis
mcp$20from / mo36.6% below100% livemcp36.6% below median100% live
Financial Datasets APIprovides stock market and financial data via API to power AI agents and financial applications
tool$20from / mo36.6% below100% livetool36.6% below median100% live
FinancialData.Netdelivers real-time and historical market data across stocks, ETFs, indices, forex, crypto, commodities, and derivatives through MCP server
mcp$29from / mo8% below100% livemcp8% below median100% live
FlatlandFinancial reasoning infrastructure for AI agents - typed models, deterministic compilation, cryptographic receipts via MCP
mcpFreefree to use100% livemcp100% live
GroundAPIprovides real-time data API for AI agents to access financial markets, web search, news, weather, and other live data
mcpFree tierpaid plans vary100% livemcp100% live
Headless Oracleprovides cryptographically signed market state verification for autonomous financial agents
mcp$5from / mo84.1% below100% livemcp84.1% below median100% live
IbanforgeIBAN validation, BIC/SWIFT lookup, Swiss clearing data access, EMI/vIBAN detection, and sanctions compliance risk scoring
mcp$5from / mo84.1% below100% livemcp84.1% below median100% live
Indexaprovides read-only access to Indexa Capital portfolio data for AI assistants
mcpFreefree to use100% livemcp100% live
Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.