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MCP Server Ecosystem

Query this niche via MCPmarket_report({ query: "MCP Server Ecosystem", response_mode: "summary" })
active marketmarket pulse 42/100commercial money present2 new builders in 30d250 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
None priced — too few for a Agents median.
MCP servers · median
$29/mo
$10–$52 middle half · 54 providers · median of every priced plan point, all tiers

All plans — Agents vs MCPs

each dot = one provider · log scale
MCP servers $29
Vedastro Mcp · $1
inbio · $4
screenshots · $4
mytesla · $5
cms · $5
vee3 · $5
Proxy Manager · $7
Codex Reset Tracker · $8
Freshjots Mcp · $9
Botoi Mcp · $9
html2img · $9
tinyfn · $9
quizbase · $9
Evmquery Mcp · $10
Signwell Mcp · $10
nlqdb · $10
Tickstem Mcp · $12
Ipstack Mcp · $13
quotewise · $15
Mushi Mushi · $15
shiply · $16
environmental_amp_housing_mcp_ · $19
Apogeoapi Mcp · $24
nexusrun · $29
ip2location · $49
genvernium · $399
Home Services Mcp · $450
Iwantmymtg Mcp · $4
Docbin Mcp Server · $4
Api Hub2 · $5
quotewise · $5
noslopui · $6
svgicons · $7
Perfly Mcp · $7
pastml · $7
inbio · $9
Promptibus Mcp · $10
mytesla · $10
Bible Glide · $10
lux · $10
Whimsical Mcp · $10
Lots Of Sounds · $15
ccmcp · $19
Bondedpath Mcp Server · $20
Artifact Store · $20
vee3 · $20
Free Use Bible Mcp · $21
Mcp Protocol Integration Learn · $23
nlqdb · $25
Tickstem Mcp · $29
quizbase · $29
tinyfn · $30
Powerdrill Mcp · $33
seldonframe · $39
Evmquery Mcp · $40
Wm Mcp · $40
Predictleads Mcp · $40
html2img · $43
Nas Mcp · $44
Botoi Mcp · $49
Resolvemesh Compatibility · $49
Mushi Mushi · $49
cms · $50
Proxy Manager · $52
Apogeoapi Mcp · $79
Ipstack Mcp · $80
Ipinfo Mcp Server · $95
nexusrun · $99
Codex Reset Tracker · $100
ip2location · $249
Api Hub2 · $15
pastml · $15
Whimsical Mcp · $20
ccmcp · $29
inbio · $29
Promptibus Mcp · $30
Signwell Mcp · $30
shiply · $49
Wm Mcp · $50
Tickstem Mcp · $79
Jitsu Cloud · $99
vee3 · $100
Evmquery Mcp · $149
Free Use Bible Mcp · $167
Home Services Mcp · $190
Botoi Mcp · $199
seldonframe · $199
html2img · $225
Proxy Manager · $299
ip2location · $499
environmental_amp_housing_mcp_ · $599
Lots Of Sounds · $49
genvernium · $899
parseable · $1,250
Proxy Manager · $1,495
Meta Data Mcp · $2,280
$5
$10
$25
$50
$100
$250
$500
$1,000
$2,500
AgentsMCP serversshaded = middle half · line = median

All plans

96 priced
Providervs its cohort medianMonthly
Vedastro Mcpmcp
$1 below
inbiomcp
$4 below
screenshotsmcp
$4 below
Iwantmymtg Mcpmcp
$4 below
Docbin Mcp Servermcp
$4 below
myteslamcp
$5 below
cmsmcp
$5 below
vee3mcp
$5 below
Api Hub2mcp
$5 below
quotewisemcp
$5 below
noslopuimcp
$6 below
Proxy Managermcp
$7 below
svgiconsmcp
$7 below
Perfly Mcpmcp
$7 below
pastmlmcp
$7 below
Codex Reset Trackermcp
$8 below
Freshjots Mcpmcp
$9 below
Botoi Mcpmcp
$9 below
html2imgmcp
$9 below
tinyfnmcp
$9 below
quizbasemcp
$9 below
inbiomcp
$9 below
Evmquery Mcpmcp
$10 below
Signwell Mcpmcp
$10 below
nlqdbmcp
$10 below
Promptibus Mcpmcp
$10 below
myteslamcp
$10 below
Bible Glidemcp
$10 below
luxmcp
$10 below
Whimsical Mcpmcp
$10 below
Tickstem Mcpmcp
$12 below
Ipstack Mcpmcp
$13 below
quotewisemcp
$15 below
Mushi Mushimcp
$15 below
Lots Of Soundsmcp
$15 below
Api Hub2mcp
$15 below
pastmlmcp
$15 below
shiplymcp
$16 below
environmental_amp_housing_mcp_mcp
$19 below
ccmcpmcp
$19 below
Bondedpath Mcp Servermcp
$20 below
Artifact Storemcp
$20 below
vee3mcp
$20 below
Whimsical Mcpmcp
$20 below
Free Use Bible Mcpmcp
$21 below
Mcp Protocol Integration Learnmcp
$23 below
Apogeoapi Mcpmcp
$24 below
nlqdbmcp
$25 below
nexusrunmcp
$29 ~median
Tickstem Mcpmcp
$29 ~median
quizbasemcp
$29 ~median
ccmcpmcp
$29 ~median
inbiomcp
$29 ~median
tinyfnmcp
$30 ~median
Promptibus Mcpmcp
$30 ~median
Signwell Mcpmcp
$30 ~median
Powerdrill Mcpmcp
$33 above
seldonframemcp
$39 above
Evmquery Mcpmcp
$40 above
Wm Mcpmcp
$40 above
Predictleads Mcpmcp
$40 above
html2imgmcp
$43 above
Nas Mcpmcp
$44 above
ip2locationmcp
$49 above
Botoi Mcpmcp
$49 above
Resolvemesh Compatibilitymcp
$49 above
Mushi Mushimcp
$49 above
shiplymcp
$49 above
Lots Of Soundsmcp
$49 above
cmsmcp
$50 above
Wm Mcpmcp
$50 above
Proxy Managermcp
$52 above
Apogeoapi Mcpmcp
$79 above
Tickstem Mcpmcp
$79 above
Ipstack Mcpmcp
$80 above
Ipinfo Mcp Servermcp
$95 above
nexusrunmcp
$99 above
Jitsu Cloudmcp
$99 above
Codex Reset Trackermcp
$100 above
vee3mcp
$100 above
Evmquery Mcpmcp
$149 above
Free Use Bible Mcpmcp
$167 above
Home Services Mcpmcp
$190 above
Botoi Mcpmcp
$199 above
seldonframemcp
$199 above
html2imgmcp
$225 above
ip2locationmcp
$249 above
Proxy Managermcp
$299 above
genverniummcp
$399 above
Home Services Mcpmcp
$450 above
ip2locationmcp
$499 above
environmental_amp_housing_mcp_mcp
$599 above
genverniummcp
$899 above
parseablemcp
$1,250 above
Proxy Managermcp
$1,495 above
Meta Data Mcpmcp
$2,280 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of MCP Server Ecosystem (latest observation 2026-10-16T03:43:44.171Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.
market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
  "niche": "mcp-server-ecosystem",
  "parent_sector": "developer-tools-infra",
  "provider_type_pricing": {
    "slug": "mcp-server-ecosystem",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 10,
      "p25": 6.37,
      "p75": 20.88,
      "providers": 55
    },
    "by_provider_type": {
      "agent": {
        "median": null,
        "p25": null,
        "p75": null,
        "providers": 1,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced Agent-economy products are available."
      },
      "mcp": {
        "median": 10,
        "p25": 6.18,
        "p75": 20.94,
        "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": [
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    "infrastructure-provisioning-iac",
    "legacy-code-modernization"
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  "market_pulse": {
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    "price_move_30d_pct": -0.5,
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    "published": {
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    "held_reason": {
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    "driver": {
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      "m": "inbio's \"Beginner\" $5.83→$4 (-31%)"
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    },
    "byTierCohorts": {
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          "currency": "USD",
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          "members": [
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            {
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            {
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            {
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            {
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            {
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            {
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            {
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            {
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            {
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            {
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            {
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            {
              "provider": "ip2location",
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            {
              "provider": "genvernium",
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            {
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            {
              "provider": "api_hub2",
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            {
              "provider": "quotewise",
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            {
              "provider": "noslopui",
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            {
              "provider": "svgicons",
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            {
              "provider": "perfly_mcp",
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            {
              "provider": "pastml",
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            {
              "provider": "inspectr",
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            {
              "provider": "inbio",
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            {
              "provider": "promptibus_mcp",
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            {
              "provider": "mytesla",
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            {
              "provider": "bible_glide",
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            {
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            {
              "provider": "whimsical_mcp",
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            {
              "provider": "lots_of_sounds",
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            {
              "provider": "ccmcp",
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            {
              "provider": "bondedpath_mcp_server",
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            },
            {
              "provider": "artifact_store",
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            {
              "provider": "vee3",
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            },
            {
              "provider": "free_use_bible_mcp",
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            },
            {
              "provider": "mcp_protocol_integration_learn",
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            {
              "provider": "nlqdb",
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            },
            {
              "provider": "tickstem_mcp",
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            },
            {
              "provider": "quizbase",
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            {
              "provider": "tinyfn",
              "usd": 30
            },
            {
              "provider": "powerdrill_mcp",
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            {
              "provider": "seldonframe",
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            },
            {
              "provider": "evmquery_mcp",
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            },
            {
              "provider": "wm_mcp",
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            },
            {
              "provider": "predictleads_mcp",
              "usd": 40
            },
            {
              "provider": "html2img",
              "usd": 42.5
            },
            {
              "provider": "nas_mcp",
              "usd": 43.67
            },
            {
              "provider": "botoi_mcp",
              "usd": 49
            },
            {
              "provider": "resolvemesh_compatibility",
              "usd": 49
            },
            {
              "provider": "mushi_mushi",
              "usd": 49
            },
            {
              "provider": "cms",
              "usd": 50
            },
            {
              "provider": "proxy_manager",
              "usd": 52.33
            },
            {
              "provider": "apogeoapi_mcp",
              "usd": 79
            },
            {
              "provider": "ipstack_mcp",
              "usd": 79.99
            },
            {
              "provider": "ipinfo_mcp_server",
              "usd": 94.5
            },
            {
              "provider": "nexusrun",
              "usd": 99
            },
            {
              "provider": "codex_reset_tracker",
              "usd": 100
            },
            {
              "provider": "ip2location",
              "usd": 249
            }
          ],
          "p25": 9.99,
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          },
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          "members": [
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              "provider": "api_hub2",
              "usd": 15
            },
            {
              "provider": "pastml",
              "usd": 15
            },
            {
              "provider": "whimsical_mcp",
              "usd": 20
            },
            {
              "provider": "ccmcp",
              "usd": 29
            },
            {
              "provider": "inbio",
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            },
            {
              "provider": "promptibus_mcp",
              "usd": 29.99
            },
            {
              "provider": "signwell_mcp",
              "usd": 30
            },
            {
              "provider": "shiply",
              "usd": 49
            },
            {
              "provider": "wm_mcp",
              "usd": 49.99
            },
            {
              "provider": "tickstem_mcp",
              "usd": 79
            },
            {
              "provider": "jitsu_cloud",
              "usd": 99
            },
            {
              "provider": "vee3",
              "usd": 100
            },
            {
              "provider": "evmquery_mcp",
              "usd": 149
            },
            {
              "provider": "free_use_bible_mcp",
              "usd": 167
            },
            {
              "provider": "home_services_mcp",
              "usd": 190
            },
            {
              "provider": "botoi_mcp",
              "usd": 199
            },
            {
              "provider": "seldonframe",
              "usd": 199
            },
            {
              "provider": "html2img",
              "usd": 225
            },
            {
              "provider": "proxy_manager",
              "usd": 299
            },
            {
              "provider": "ip2location",
              "usd": 499
            },
            {
              "provider": "environmental_amp_housing_mcp_",
              "usd": 599
            }
          ],
          "p25": 29.99,
          "p75": 199
        },
        {
          "tier": "team_sme",
          "currency": "USD",
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          "plan_observation_count": 2,
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            "provider_count": 2,
            "plan_observation_count": 2
          },
          "reliability": "low",
          "members": [
            {
              "provider": "freshjots_mcp",
              "usd": 14.92
            },
            {
              "provider": "powerdrill_mcp",
              "usd": 16.58
            }
          ]
        },
        {
          "tier": "enterprise",
          "currency": "USD",
          "period": "month",
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          "provider_count": 5,
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          },
          "reliability": "medium",
          "members": [
            {
              "provider": "lots_of_sounds",
              "usd": 49
            },
            {
              "provider": "genvernium",
              "usd": 899
            },
            {
              "provider": "parseable",
              "usd": 1250
            },
            {
              "provider": "proxy_manager",
              "usd": 1495
            },
            {
              "provider": "meta_data_mcp",
              "usd": 2280
            }
          ],
          "p25": 899,
          "p75": 1495
        }
      ],
      "rejected": {
        "one_time": 42,
        "ambiguous_cadence": 18,
        "usage_not_monthly": 29,
        "range": 2,
        "unrankable_or_unparseable": 5,
        "free_or_zero": 1
      },
      "evidence": {
        "status": "ok",
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          {
            "billing": "monthly",
            "unit": "flat",
            "count": 131,
            "offers": [
              {
                "provider": "api_hub2",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$5 /mo",
                "monthly_usd": 5
              },
              {
                "provider": "api_hub2",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$15 /mo",
                "monthly_usd": 15
              },
              {
                "provider": "apogeoapi_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19/mo",
                "monthly_usd": 19
              },
              {
                "provider": "apogeoapi_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29/mo",
                "monthly_usd": 29
              },
              {
                "provider": "apogeoapi_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$79/mo",
                "monthly_usd": 79
              },
              {
                "provider": "artifact_store",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20/month",
                "monthly_usd": 20
              },
              {
                "provider": "bible_glide",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$5/month",
                "monthly_usd": 5
              },
              {
                "provider": "bible_glide",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$15/month",
                "monthly_usd": 15
              },
              {
                "provider": "bondedpath_mcp_server",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19.99/month",
                "monthly_usd": 19.99
              },
              {
                "provider": "botoi_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9 /mo",
                "monthly_usd": 9
              },
              {
                "provider": "botoi_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 /mo",
                "monthly_usd": 49
              },
              {
                "provider": "botoi_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$199 /mo",
                "monthly_usd": 199
              },
              {
                "provider": "ccmcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "USD$ 19 / month",
                "monthly_usd": 19
              },
              {
                "provider": "ccmcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "USD$ 29 / month x user",
                "monthly_usd": 29
              },
              {
                "provider": "cms",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$5/mo",
                "monthly_usd": 5
              },
              {
                "provider": "cms",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$50/mo",
                "monthly_usd": 50
              },
              {
                "provider": "codex_reset_tracker",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$8 a month",
                "monthly_usd": 8
              },
              {
                "provider": "codex_reset_tracker",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20/month",
                "monthly_usd": 20
              },
              {
                "provider": "codex_reset_tracker",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100/month",
                "monthly_usd": 100
              },
              {
                "provider": "codex_reset_tracker",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$200/month",
                "monthly_usd": 200
              },
              {
                "provider": "codex_reset_tracker",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$500 a month",
                "monthly_usd": 500
              },
              {
                "provider": "codex_reset_tracker",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20/month",
                "monthly_usd": 20
              },
              {
                "provider": "codex_reset_tracker",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100/month",
                "monthly_usd": 100
              },
              {
                "provider": "codex_reset_tracker",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$200/month",
                "monthly_usd": 200
              },
              {
                "provider": "docbin_mcp_server",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$4 / mo",
                "monthly_usd": 4
              },
              {
                "provider": "environmental_amp_housing_mcp_",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 / month + pay as you go",
                "monthly_usd": 19
              },
              {
                "provider": "environmental_amp_housing_mcp_",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$199 / month + pay as you go",
                "monthly_usd": 199
              },
              {
                "provider": "environmental_amp_housing_mcp_",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$999 / month + pay as you go",
                "monthly_usd": 999
              },
              {
                "provider": "evmquery_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9.99 / mo",
                "monthly_usd": 9.99
              },
              {
                "provider": "evmquery_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39.99 / mo",
                "monthly_usd": 39.99
              },
              {
                "provider": "evmquery_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$149 / mo",
                "monthly_usd": 149
              },
              {
                "provider": "free_use_bible_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$21/mo",
                "monthly_usd": 21
              },
              {
                "provider": "free_use_bible_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "Starting from $167/mo",
                "monthly_usd": 167
              },
              {
                "provider": "freshjots_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$24 / year",
                "monthly_usd": 2
              },
              {
                "provider": "freshjots_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$15 / month",
                "monthly_usd": 15
              },
              {
                "provider": "genvernium",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$399 per month",
                "monthly_usd": 399
              },
              {
                "provider": "genvernium",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$899 per month",
                "monthly_usd": 899
              },
              {
                "provider": "home_services_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$190 /mo",
                "monthly_usd": 190
              },
              {
                "provider": "home_services_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$450 /mo",
                "monthly_usd": 450
              },
              {
                "provider": "html2img",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9 /mo",
                "monthly_usd": 9
              },
              {
                "provider": "html2img",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$25 /mo",
                "monthly_usd": 25
              },
              {
                "provider": "html2img",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$60 /mo",
                "monthly_usd": 60
              },
              {
                "provider": "html2img",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$120 /mo",
                "monthly_usd": 120
              },
              {
                "provider": "html2img",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$225 /mo",
                "monthly_usd": 225
              },
              {
                "provider": "html2img",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$300 /mo",
                "monthly_usd": 300
              },
              {
                "provider": "inbio",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$4 a month",
                "monthly_usd": 4
              },
              {
                "provider": "inbio",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9 a month",
                "monthly_usd": 9
              },
              {
                "provider": "inbio",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 a month",
                "monthly_usd": 29
              },
              {
                "provider": "inspectr",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$8/month",
                "monthly_usd": 8
              },
              {
                "provider": "ip2location",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/month",
                "monthly_usd": 49
              },
              {
                "provider": "ip2location",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$249/month",
                "monthly_usd": 249
              },
              {
                "provider": "ip2location",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$499/month",
                "monthly_usd": 499
              },
              {
                "provider": "ipinfo_mcp_server",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$26 /mo",
                "monthly_usd": 26
              },
              {
                "provider": "ipinfo_mcp_server",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$163 /mo",
                "monthly_usd": 163
              },
              {
                "provider": "ipstack_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$12.99/mo",
                "monthly_usd": 12.99
              },
              {
                "provider": "ipstack_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$59.99/mo",
                "monthly_usd": 59.99
              },
              {
                "provider": "ipstack_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99.99/mo",
                "monthly_usd": 99.99
              },
              {
                "provider": "iwantmymtg_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$3.99 /mo",
                "monthly_usd": 3.99
              },
              {
                "provider": "jitsu_cloud",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99 per month",
                "monthly_usd": 99
              },
              {
                "provider": "lots_of_sounds",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$15 /mo",
                "monthly_usd": 15
              },
              {
                "provider": "lots_of_sounds",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 /mo",
                "monthly_usd": 49
              },
              {
                "provider": "lux",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo per project",
                "monthly_usd": 10
              },
              {
                "provider": "mcp_protocol_integration_learn",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€19.95/mo",
                "monthly_usd": 22.74
              },
              {
                "provider": "meta_data_mcp",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "From €2,000 /mo",
                "monthly_usd": 2280
              },
              {
                "provider": "mushi_mushi",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$15 / mo",
                "monthly_usd": 15
              },
              {
                "provider": "mushi_mushi",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 / mo",
                "monthly_usd": 49
              },
              {
                "provider": "mytesla",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$4.99/month",
                "monthly_usd": 4.99
              },
              {
                "provider": "mytesla",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9.99/month",
                "monthly_usd": 9.99
              },
              {
                "provider": "nas_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20.75 /mo",
                "monthly_usd": 20.75
              },
              {
                "provider": "nas_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$66.58 /mo",
                "monthly_usd": 66.58
              },
              {
                "provider": "nexusrun",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29/mo",
                "monthly_usd": 29
              },
              {
                "provider": "nexusrun",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$149/mo",
                "monthly_usd": 149
              },
              {
                "provider": "nexusrun",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/mo",
                "monthly_usd": 49
              },
              {
                "provider": "nlqdb",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10 / month",
                "monthly_usd": 10
              },
              {
                "provider": "nlqdb",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$25 / month + usage",
                "monthly_usd": 25
              },
              {
                "provider": "noslopui",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$6 /mo",
                "monthly_usd": 6
              },
              {
                "provider": "parseable",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$15,000/year",
                "monthly_usd": 1250
              },
              {
                "provider": "pastml",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$7 / month",
                "monthly_usd": 7
              },
              {
                "provider": "pastml",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$15 / mo",
                "monthly_usd": 15
              },
              {
                "provider": "perfly_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$6.99/mo",
                "monthly_usd": 6.99
              },
              {
                "provider": "powerdrill_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$16.58 / month",
                "monthly_usd": 16.58
              },
              {
                "provider": "powerdrill_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$33.25 / month",
                "monthly_usd": 33.25
              },
              {
                "provider": "powerdrill_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$165.83 / month",
                "monthly_usd": 165.83
              },
              {
                "provider": "predictleads_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$40 minimum monthly charge",
                "monthly_usd": 40
              },
              {
                "provider": "promptibus_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9.99 /month",
                "monthly_usd": 9.99
              },
              {
                "provider": "promptibus_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29.99 /month",
                "monthly_usd": 29.99
              },
              {
                "provider": "proxy_manager",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$2.99 /mo",
                "monthly_usd": 2.99
              },
              {
                "provider": "proxy_manager",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$7.47 /mo",
                "monthly_usd": 7.47
              },
              {
                "provider": "proxy_manager",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$14.95/mo",
                "monthly_usd": 14.95
              },
              {
                "provider": "proxy_manager",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29.90/mo",
                "monthly_usd": 29.9
              },
              {
                "provider": "proxy_manager",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$74.75/mo",
                "monthly_usd": 74.75
              },
              {
                "provider": "proxy_manager",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$149.50/mo",
                "monthly_usd": 149.5
              },
              {
                "provider": "proxy_manager",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$299.00/mo",
                "monthly_usd": 299
              },
              {
                "provider": "proxy_manager",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$448.50/mo",
                "monthly_usd": 448.5
              },
              {
                "provider": "proxy_manager",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$747.50/mo",
                "monthly_usd": 747.5
              },
              {
                "provider": "proxy_manager",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$1,196.00/mo",
                "monthly_usd": 1196
              },
              {
                "provider": "proxy_manager",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$1,794.00/mo",
                "monthly_usd": 1794
              },
              {
                "provider": "proxy_manager",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$2,990.00/mo",
                "monthly_usd": 2990
              },
              {
                "provider": "quizbase",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9 /mo",
                "monthly_usd": 9
              },
              {
                "provider": "quizbase",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 /mo",
                "monthly_usd": 29
              },
              {
                "provider": "quotewise",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$3 per month",
                "monthly_usd": 3
              },
              {
                "provider": "quotewise",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$5 per month",
                "monthly_usd": 5
              },
              {
                "provider": "quotewise",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$15 per month",
                "monthly_usd": 15
              },
              {
                "provider": "quotewise",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 per month",
                "monthly_usd": 49
              },
              {
                "provider": "resolvemesh_compatibility",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 / month",
                "monthly_usd": 49
              },
              {
                "provider": "screenshots",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$50/year",
                "monthly_usd": 4.17
              },
              {
                "provider": "seldonframe",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29/mo",
                "monthly_usd": 29
              },
              {
                "provider": "seldonframe",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/mo",
                "monthly_usd": 49
              },
              {
                "provider": "seldonframe",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99/month flat",
                "monthly_usd": 99
              },
              {
                "provider": "seldonframe",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$199/month flat",
                "monthly_usd": 199
              },
              {
                "provider": "seldonframe",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$299/month flat",
                "monthly_usd": 299
              },
              {
                "provider": "shiply",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$8/mo",
                "monthly_usd": 8
              },
              {
                "provider": "shiply",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$24/mo",
                "monthly_usd": 24
              },
              {
                "provider": "shiply",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/mo",
                "monthly_usd": 49
              },
              {
                "provider": "signwell_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "signwell_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "30",
                "monthly_usd": 30
              },
              {
                "provider": "svgicons",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€6.00 / month",
                "monthly_usd": 6.84
              },
              {
                "provider": "tickstem_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$12/mo",
                "monthly_usd": 12
              },
              {
                "provider": "tickstem_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29/mo",
                "monthly_usd": 29
              },
              {
                "provider": "tickstem_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$79/mo",
                "monthly_usd": 79
              },
              {
                "provider": "tinyfn",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9/month",
                "monthly_usd": 9
              },
              {
                "provider": "tinyfn",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$30/month",
                "monthly_usd": 30
              },
              {
                "provider": "vedastro_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$1/mo",
                "monthly_usd": 1
              },
              {
                "provider": "vedastro_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$1/mo",
                "monthly_usd": 1
              },
              {
                "provider": "vee3",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$5/mo",
                "monthly_usd": 5
              },
              {
                "provider": "vee3",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20/mo",
                "monthly_usd": 20
              },
              {
                "provider": "vee3",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100/mo",
                "monthly_usd": 100
              },
              {
                "provider": "whimsical_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10 / Mo",
                "monthly_usd": 10
              },
              {
                "provider": "whimsical_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20 / Mo",
                "monthly_usd": 20
              },
              {
                "provider": "wm_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39.99/mo",
                "monthly_usd": 39.99
              },
              {
                "provider": "wm_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49.99/mo",
                "monthly_usd": 49.99
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_seat",
            "count": 2,
            "offers": [
              {
                "provider": "freshjots_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$179 / seat / year",
                "monthly_usd": 14.92
              },
              {
                "provider": "powerdrill_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$16.58 / seat / month",
                "monthly_usd": 16.58
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            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 42,
            "offers": [
              {
                "provider": "api_hub2",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$1 /week",
                "monthly_usd": null
              },
              {
                "provider": "bazi_reader_mcp",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "4.99美元 / 1日",
                "monthly_usd": null
              },
              {
                "provider": "bazi_reader_mcp",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "9.99美元 / 7天",
                "monthly_usd": null
              },
              {
                "provider": "bazi_reader_mcp",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "19.99美元 / 30天",
                "monthly_usd": null
              },
              {
                "provider": "cliqo_cliqo_mcp",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$5",
                "monthly_usd": null
              },
              {
                "provider": "cliqo_cliqo_mcp",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$15",
                "monthly_usd": null
              },
              {
                "provider": "cliqo_cliqo_mcp",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$35",
                "monthly_usd": null
              },
              {
                "provider": "connectmeguru",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$0.85",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 300.99",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 799.99",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 248.49",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 753.99",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 953.35",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 399.99",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 334.99",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 399.99",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 159.99",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 799.99",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 239.99",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 899.99",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 535.33",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 379.99",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 573",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 1719.99",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 699",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 471.99",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 1039",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 659.99",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 1943.75",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 1999",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 673.99",
                "monthly_usd": null
              },
              {
                "provider": "gunsnation_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$ 1179",
                "monthly_usd": null
              },
              {
                "provider": "mcp_billing",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "€79",
                "monthly_usd": null
              },
              {
                "provider": "mcp_server_development",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "Quoted per integration and scope",
                "monthly_usd": null
              },
              {
                "provider": "mcp_server_development",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "Quoted on scope",
                "monthly_usd": null
              },
              {
                "provider": "meta_data_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "€5,000 / brief",
                "monthly_usd": null
              },
              {
                "provider": "mytesla",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$0.99",
                "monthly_usd": null
              },
              {
                "provider": "mytesla",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$3.99",
                "monthly_usd": null
              },
              {
                "provider": "mytesla",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$9.99",
                "monthly_usd": null
              },
              {
                "provider": "noslopui",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$169",
                "monthly_usd": null
              },
              {
                "provider": "stockflow_mcp",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$5",
                "monthly_usd": null
              },
              {
                "provider": "ucd_mcp",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$0.99",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 26,
            "offers": [
              {
                "provider": "debitura",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "from 6%",
                "monthly_usd": null
              },
              {
                "provider": "debitura",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "20%",
                "monthly_usd": null
              },
              {
                "provider": "debitura",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "9.5%",
                "monthly_usd": null
              },
              {
                "provider": "debitura",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "6%",
                "monthly_usd": null
              },
              {
                "provider": "debitura",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "from 7.5%",
                "monthly_usd": null
              },
              {
                "provider": "debitura",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "30%",
                "monthly_usd": null
              },
              {
                "provider": "debitura",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "18%",
                "monthly_usd": null
              },
              {
                "provider": "debitura",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "15%",
                "monthly_usd": null
              },
              {
                "provider": "debitura",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "10%",
                "monthly_usd": null
              },
              {
                "provider": "debitura",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "7.5%",
                "monthly_usd": null
              },
              {
                "provider": "environmental_amp_housing_mcp_",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$5 / run",
                "monthly_usd": null
              },
              {
                "provider": "environmental_amp_housing_mcp_",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$1 / GB",
                "monthly_usd": null
              },
              {
                "provider": "environmental_amp_housing_mcp_",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "from $0.6 / IP",
                "monthly_usd": null
              },
              {
                "provider": "environmental_amp_housing_mcp_",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$150 / hour",
                "monthly_usd": null
              },
              {
                "provider": "nanotools",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.005",
                "monthly_usd": null
              },
              {
                "provider": "nanotools",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01",
                "monthly_usd": null
              },
              {
                "provider": "nanotools",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.015",
                "monthly_usd": null
              },
              {
                "provider": "nanotools",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.02",
                "monthly_usd": null
              },
              {
                "provider": "nanotools",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.99",
                "monthly_usd": null
              },
              {
                "provider": "occam",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.05",
                "monthly_usd": null
              },
              {
                "provider": "occam",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.25",
                "monthly_usd": null
              },
              {
                "provider": "parseable",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$ 0.39 per GB ingested",
                "monthly_usd": null
              },
              {
                "provider": "zyvrox_socks5",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "$50.00 per purchase",
                "monthly_usd": null
              },
              {
                "provider": "zyvrox_socks5",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "flat",
                "price": "$100.00 per purchase",
                "monthly_usd": null
              },
              {
                "provider": "zyvrox_socks5",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10 bundle",
                "monthly_usd": null
              },
              {
                "provider": "zyvrox_socks5",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$1.00 per purchase",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "other_usage",
            "count": 2,
            "offers": [
              {
                "provider": "predictleads_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$0.02 per API credit",
                "monthly_usd": null
              },
              {
                "provider": "predictleads_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$0.01 per API credit",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "per_call",
            "count": 1,
            "offers": [
              {
                "provider": "easy_predict",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "$0.01 per call",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 18,
            "offers": [
              {
                "provider": "cms",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom pricing",
                "monthly_usd": null
              },
              {
                "provider": "evmquery_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "free_use_bible_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "genvernium",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact Us",
                "monthly_usd": null
              },
              {
                "provider": "inspectr",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact Us",
                "monthly_usd": null
              },
              {
                "provider": "ipinfo_mcp_server",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "ipstack_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              },
              {
                "provider": "jitsu_cloud",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "meta_data_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "mushi_mushi",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "nlqdb",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "quizbase",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "quotewise",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "screenshots",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "signwell_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom Sender Pricing",
                "monthly_usd": null
              },
              {
                "provider": "tinyfn",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              },
              {
                "provider": "whimsical_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              },
              {
                "provider": "wm_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 68,
          "normalized_observations": 133,
          "comparable_providers": 55,
          "strict_cohorts": 5,
          "exclusion_reasons": {
            "one_time": 42,
            "ambiguous_cadence": 18,
            "usage_not_monthly": 29,
            "range": 2,
            "unrankable_or_unparseable": 5,
            "free_or_zero": 1
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "individual": 1,
      "pro": 0,
      "team_sme": 0,
      "enterprise": 18
    },
    "billingMix": {
      "free": 26,
      "freemium": 50,
      "subscription": 10,
      "one-time": 6,
      "usage": 7
    },
    "freeTierShare": 0.77,
    "medianLowestUsd": 10
  },
  "movement": {
    "niche": "mcp-server-ecosystem",
    "sector": "developer-tools-infra",
    "pricedNow": 54,
    "pairs": 51,
    "repriced": [
      {
        "handle": "meta_data_mcp",
        "from": 2241.52,
        "to": 2243.03,
        "pct": 0.1
      },
      {
        "handle": "svgicons",
        "from": 6.72,
        "to": 6.73,
        "pct": 0.1
      },
      {
        "handle": "mcp_protocol_integration_learn",
        "from": 22.36,
        "to": 22.37,
        "pct": 0
      }
    ],
    "newlyPriced": [
      "parseable",
      "codex_reset_tracker"
    ],
    "droppedFromPriced": [
      "chrome_devtools_mcp",
      "openqr"
    ],
    "likeForLikePct": 0,
    "kind": "mixed",
    "narrative": "Repricing + composition: 3 agents repriced — all up (avg +0%); 2 newly published pricing; 2 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-17",
        "index": 99.645,
        "pairs": 131,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 99.645,
        "pairs": 131,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 99.645,
        "pairs": 131,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 99.645,
        "pairs": 131,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 99.645,
        "pairs": 131,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 99.645,
        "pairs": 130,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 99.645,
        "pairs": 131,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 99.645,
        "pairs": 134,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 99.645,
        "pairs": 136,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 99.645,
        "pairs": 93,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 99.645,
        "pairs": 94,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 99.645,
        "pairs": 94,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 99.645,
        "pairs": 100,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 99.645,
        "pairs": 101,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 99.645,
        "pairs": 102,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 99.645,
        "pairs": 101,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 99.649,
        "pairs": 105,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 99.649,
        "pairs": 100,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 99.649,
        "pairs": 99,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 99.649,
        "pairs": 99,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 99.649,
        "pairs": 96,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 99.649,
        "pairs": 97,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 99.649,
        "pairs": 94,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 99.649,
        "pairs": 93,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 99.649,
        "pairs": 92,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 99.649,
        "pairs": 95,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 99.649,
        "pairs": 99,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 99.649,
        "pairs": 99,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 99.649,
        "pairs": 100,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-16",
        "index": 99.649,
        "pairs": 98,
        "dayChangePct": 0
      }
    ],
    "latest": 99.649,
    "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": "antalpha_mcp",
      "name": "Antalpha-MCP",
      "url": "https://antalpha.com/",
      "short_summary": "Web3 AI assistant that understands, routes, and executes Web3 operations including on-chain data analysis, cross-chain trading, and prediction market analysis",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Antalpha Intelligence",
              "price": "$0.00 / MONTH",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. Antalpha Intelligence is publicly presented as a $0.00-per-month Web3 AI service available to all users."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "api_hub2",
      "name": "GadgetHumans API Hub",
      "url": "https://api.gadgethumans.com/",
      "short_summary": "provides unified API access to 337 developer tools including weather, crypto, finance, web search, DNS, colors, text analysis, calculators, SEO, readability, a…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Week Pass",
            "monthly_native": 4.33,
            "monthly_usd": 4.333333333333333,
            "commitment": "monthly",
            "basis": "$1/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0 /mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Week Pass",
              "price": "$1 /week",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$5 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Business",
              "price": "$15 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 4.333333333333333,
        "monthly_usd": 4.333333333333333,
        "headline": "Free plan; paid from $4.33/mo",
        "summary": "Free plan; paid from $4.33/mo. The service offers a permanent free tier, a $1 weekly pass, and monthly Pro and Business plans at $5 and $15 per month."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "apogeoapi_mcp",
      "name": "Apogeoapi",
      "url": "https://www.apogeoapi.com",
      "short_summary": "provides geographic data, live exchange rates, and IP geolocation",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Basic",
            "monthly_native": 19,
            "monthly_usd": 19,
            "commitment": "monthly",
            "basis": "$19/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0/mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Basic",
              "price": "$19/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$29/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Professional",
              "price": "$79/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "Free plan; paid from $19/mo",
        "summary": "Free plan; paid from $19/mo. Apogeo API offers a permanent free tier and paid monthly plans from $19/mo to $79/mo, with an annual option advertised as two months free but no annual prices shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "botoi_mcp",
      "name": "Botoi MCP",
      "url": "https://botoi.com/mcp",
      "short_summary": "49 developer utility tools for AI assistants. DNS lookup, WHOIS, IP geolocation, SSL certificates, email validation, domain availability, JWT sign/verify, hash…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 9,
            "monthly_usd": 9,
            "commitment": "monthly",
            "basis": "$9/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0 /mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$9 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$49 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Business",
              "price": "$199 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9,
        "monthly_usd": 9,
        "headline": "Free plan; paid from $9/mo",
        "summary": "Free plan; paid from $9/mo. Botoi offers a free plan with 1,000 requests per day and paid monthly plans from $9 to $199 with higher limits and support."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "calculator_mcp_server",
      "name": "Calculator",
      "url": "https://calculator.caseyjhand.com/mcp",
      "short_summary": "Evaluate, simplify, and differentiate mathematical expressions.",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "carrier_mcp",
      "name": "Carrier",
      "url": "https://mcp.carrier.llc",
      "short_summary": "provides natural language control of MVNO/eSIM fleet operations including subscribers, packages, analytics, and billing",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. A free read-only tier is explicitly mentioned, but no paid plan prices are publicly shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "chrome_devtools_mcp",
      "name": "Chrome Devtools",
      "url": "https://npmjs.org/package/chrome-devtools-mcp",
      "short_summary": "lets a coding agent control and inspect a live Chrome browser for automation, debugging, and performance analysis via an MCP server",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for chrome-devtools-mcp on the available npm package page."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "clipi_url_shortener",
      "name": "URL Shortener, Link Safety Scanner, QR Code Generator & Link Preview Metadata",
      "url": "https://clipi.cc",
      "short_summary": "shortens URLs, scans links for safety threats, generates QR codes, and provides click analytics",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "0USD",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. Clipi presents its URL shortening and link management tools as free, with no recurring period or paid plan details publicly shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "cliqo_cliqo_mcp",
      "name": "Cliqo Cliqo",
      "url": "https://cliqo.link/docs",
      "short_summary": "creates and manages short links via API and MCP server",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Starter",
              "price": "$5",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Growth",
              "price": "$15",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Pro",
              "price": "$35",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Starter $5 (one-time)",
        "summary": "Starter $5 (one-time). Cliqo sells non-expiring link credits through one-time purchases ranging from $5 for 50 credits to $35 for 500 credits, with no subscription."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "decisionrules_io",
      "name": "MCP Servers",
      "url": "https://docs.decisionrules.io/doc/integrations/sdk-and-libraries/mcp-servers/documentation-server",
      "short_summary": "provides searchable access to DecisionRules documentation via an MCP server, returning relevant guides, API references, and code examples",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The documentation describes monthly and annual subscription plans, but no public plan prices are shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "a_modular_kingdom",
      "name": "A Modular Kingdom",
      "url": "https://github.com/MasihMoafi/A-Modular-Kingdom",
      "short_summary": "Production-ready MCP server providing RAG with smart reindexing, persistent hierarchical memory, browser automation, and 27+ agentic tools for Claude Desktop,…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing was observed for Elpis on the available homepage content."
      },
      "home_niche": "agent-framework-open-source",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "metaharness",
      "name": "Metaharness",
      "url": "https://github.com/ruvnet/agent-harness-generator",
      "short_summary": "A factory for AI agent frameworks that generates custom agent harnesses from GitHub repos. Creates repo-aware CLIs, MCP servers, memory systems, and governance…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No reliable public SaaS pricing plans were identified in the supplied repository page content."
      },
      "home_niche": "agent-framework-open-source",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "really_artificial",
      "name": "Really Artificial",
      "url": "https://github.com/ReallyArtificial",
      "short_summary": "Open-source org building infrastructure for AI agents: LLM gateway, agent memory system, approval protocol, and MCP testing framework. Built by humans and AI t…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing information was observed on the available homepage."
      },
      "home_niche": "agent-framework-open-source",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "zmcp_tools",
      "name": "Zmcp Tools",
      "url": "https://github.com/ZachHandley/ZMCPTools",
      "short_summary": "TypeScript MCP server for Claude Code enabling multi-agent orchestration with 61 tools, browser automation, documentation intelligence, and professional task m…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown in the available repository homepage content."
      },
      "home_niche": "multi-agent-orchestrator",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/mcp-server-ecosystem",
  "summary": {
    "niche": "mcp-server-ecosystem",
    "sector": "developer-tools-infra",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Pro median $25/mo (43 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 43,
          "reliability": "high",
          "median": 25,
          "p25": 10,
          "p75": 46.34,
          "status": "ok"
        },
        {
          "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": 27,
          "reliability": "high",
          "median": 9.99,
          "p25": 7.74,
          "p75": 15.5,
          "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": 21,
          "reliability": "high",
          "median": 99,
          "p25": 29.99,
          "p75": 199,
          "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": 5,
          "reliability": "medium",
          "median": 1250,
          "p25": 899,
          "p75": 1495,
          "status": "ok"
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "mcp-server-ecosystem"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/mcp-server-ecosystem",
    "counts": {
      "listings_with_price_capture": 315,
      "listings_with_observed_public_price": 99,
      "providers_with_numeric_monthly_price_latest_scan": 54,
      "like_for_like_comparable_pairs": 51
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": true,
        "value_pct": -1,
        "driver": "inbio's \"Beginner\" $5.83→$4 (-31%)"
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 9.99,
        "provider_count": 27,
        "plan_observation_count": 33,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 27,
          "plan_observation_count": 33
        },
        "reliability": "high",
        "members": [
          {
            "provider": "vedastro_mcp",
            "usd": 1
          },
          {
            "provider": "inbio",
            "usd": 4
          },
          {
            "provider": "screenshots",
            "usd": 4.17
          },
          {
            "provider": "mytesla",
            "usd": 4.99
          },
          {
            "provider": "cms",
            "usd": 5
          },
          {
            "provider": "vee3",
            "usd": 5
          },
          {
            "provider": "proxy_manager",
            "usd": 7.47
          },
          {
            "provider": "codex_reset_tracker",
            "usd": 8
          },
          {
            "provider": "freshjots_mcp",
            "usd": 8.5
          },
          {
            "provider": "botoi_mcp",
            "usd": 9
          },
          {
            "provider": "html2img",
            "usd": 9
          },
          {
            "provider": "tinyfn",
            "usd": 9
          },
          {
            "provider": "quizbase",
            "usd": 9
          },
          {
            "provider": "evmquery_mcp",
            "usd": 9.99
          },
          {
            "provider": "signwell_mcp",
            "usd": 10
          },
          {
            "provider": "nlqdb",
            "usd": 10
          },
          {
            "provider": "tickstem_mcp",
            "usd": 12
          },
          {
            "provider": "ipstack_mcp",
            "usd": 12.99
          },
          {
            "provider": "quotewise",
            "usd": 15
          },
          {
            "provider": "mushi_mushi",
            "usd": 15
          },
          {
            "provider": "shiply",
            "usd": 16
          },
          {
            "provider": "environmental_amp_housing_mcp_",
            "usd": 19
          },
          {
            "provider": "apogeoapi_mcp",
            "usd": 24
          },
          {
            "provider": "nexusrun",
            "usd": 29
          },
          {
            "provider": "ip2location",
            "usd": 49
          },
          {
            "provider": "genvernium",
            "usd": 399
          },
          {
            "provider": "home_services_mcp",
            "usd": 450
          }
        ],
        "p25": 7.74,
        "p75": 15.5
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 23.87,
        "provider_count": 44,
        "plan_observation_count": 62,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 44,
          "plan_observation_count": 62
        },
        "reliability": "high",
        "members": [
          {
            "provider": "iwantmymtg_mcp",
            "usd": 3.99
          },
          {
            "provider": "docbin_mcp_server",
            "usd": 4
          },
          {
            "provider": "api_hub2",
            "usd": 5
          },
          {
            "provider": "quotewise",
            "usd": 5
          },
          {
            "provider": "noslopui",
            "usd": 6
          },
          {
            "provider": "svgicons",
            "usd": 6.84
          },
          {
            "provider": "perfly_mcp",
            "usd": 6.99
          },
          {
            "provider": "pastml",
            "usd": 7
          },
          {
            "provider": "inspectr",
            "usd": 8
          },
          {
            "provider": "inbio",
            "usd": 9
          },
          {
            "provider": "promptibus_mcp",
            "usd": 9.99
          },
          {
            "provider": "mytesla",
            "usd": 9.99
          },
          {
            "provider": "bible_glide",
            "usd": 10
          },
          {
            "provider": "lux",
            "usd": 10
          },
          {
            "provider": "whimsical_mcp",
            "usd": 10
          },
          {
            "provider": "lots_of_sounds",
            "usd": 15
          },
          {
            "provider": "ccmcp",
            "usd": 19
          },
          {
            "provider": "bondedpath_mcp_server",
            "usd": 19.99
          },
          {
            "provider": "artifact_store",
            "usd": 20
          },
          {
            "provider": "vee3",
            "usd": 20
          },
          {
            "provider": "free_use_bible_mcp",
            "usd": 21
          },
          {
            "provider": "mcp_protocol_integration_learn",
            "usd": 22.74
          },
          {
            "provider": "nlqdb",
            "usd": 25
          },
          {
            "provider": "tickstem_mcp",
            "usd": 29
          },
          {
            "provider": "quizbase",
            "usd": 29
          },
          {
            "provider": "tinyfn",
            "usd": 30
          },
          {
            "provider": "powerdrill_mcp",
            "usd": 33.25
          },
          {
            "provider": "seldonframe",
            "usd": 39
          },
          {
            "provider": "evmquery_mcp",
            "usd": 39.99
          },
          {
            "provider": "wm_mcp",
            "usd": 39.99
          },
          {
            "provider": "predictleads_mcp",
            "usd": 40
          },
          {
            "provider": "html2img",
            "usd": 42.5
          },
          {
            "provider": "nas_mcp",
            "usd": 43.67
          },
          {
            "provider": "botoi_mcp",
            "usd": 49
          },
          {
            "provider": "resolvemesh_compatibility",
            "usd": 49
          },
          {
            "provider": "mushi_mushi",
            "usd": 49
          },
          {
            "provider": "cms",
            "usd": 50
          },
          {
            "provider": "proxy_manager",
            "usd": 52.33
          },
          {
            "provider": "apogeoapi_mcp",
            "usd": 79
          },
          {
            "provider": "ipstack_mcp",
            "usd": 79.99
          },
          {
            "provider": "ipinfo_mcp_server",
            "usd": 94.5
          },
          {
            "provider": "nexusrun",
            "usd": 99
          },
          {
            "provider": "codex_reset_tracker",
            "usd": 100
          },
          {
            "provider": "ip2location",
            "usd": 249
          }
        ],
        "p25": 9.99,
        "p75": 45
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 99,
        "provider_count": 21,
        "plan_observation_count": 28,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 21,
          "plan_observation_count": 28
        },
        "reliability": "high",
        "members": [
          {
            "provider": "api_hub2",
            "usd": 15
          },
          {
            "provider": "pastml",
            "usd": 15
          },
          {
            "provider": "whimsical_mcp",
            "usd": 20
          },
          {
            "provider": "ccmcp",
            "usd": 29
          },
          {
            "provider": "inbio",
            "usd": 29
          },
          {
            "provider": "promptibus_mcp",
            "usd": 29.99
          },
          {
            "provider": "signwell_mcp",
            "usd": 30
          },
          {
            "provider": "shiply",
            "usd": 49
          },
          {
            "provider": "wm_mcp",
            "usd": 49.99
          },
          {
            "provider": "tickstem_mcp",
            "usd": 79
          },
          {
            "provider": "jitsu_cloud",
            "usd": 99
          },
          {
            "provider": "vee3",
            "usd": 100
          },
          {
            "provider": "evmquery_mcp",
            "usd": 149
          },
          {
            "provider": "free_use_bible_mcp",
            "usd": 167
          },
          {
            "provider": "home_services_mcp",
            "usd": 190
          },
          {
            "provider": "botoi_mcp",
            "usd": 199
          },
          {
            "provider": "seldonframe",
            "usd": 199
          },
          {
            "provider": "html2img",
            "usd": 225
          },
          {
            "provider": "proxy_manager",
            "usd": 299
          },
          {
            "provider": "ip2location",
            "usd": 499
          },
          {
            "provider": "environmental_amp_housing_mcp_",
            "usd": 599
          }
        ],
        "p25": 29.99,
        "p75": 199
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "per_seat",
        "median": 15.75,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "freshjots_mcp",
            "usd": 14.92
          },
          {
            "provider": "powerdrill_mcp",
            "usd": 16.58
          }
        ]
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 1250,
        "provider_count": 5,
        "plan_observation_count": 8,
        "data_confidence": 0.41,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.4,
          "provider_count": 5,
          "plan_observation_count": 8
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "lots_of_sounds",
            "usd": 49
          },
          {
            "provider": "genvernium",
            "usd": 899
          },
          {
            "provider": "parseable",
            "usd": 1250
          },
          {
            "provider": "proxy_manager",
            "usd": 1495
          },
          {
            "provider": "meta_data_mcp",
            "usd": 2280
          }
        ],
        "p25": 899,
        "p75": 1495
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 315,
      "listings_with_observed_public_price": 99,
      "normalized_observations": 133,
      "comparable_providers": 55,
      "strict_cohorts": 5,
      "exclusion_reasons": {
        "one_time": 42,
        "ambiguous_cadence": 18,
        "usage_not_monthly": 29,
        "range": 2,
        "unrankable_or_unparseable": 5,
        "free_or_zero": 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": {
      "one_time": 42,
      "ambiguous_cadence": 18,
      "usage_not_monthly": 29,
      "range": 2,
      "unrankable_or_unparseable": 5,
      "free_or_zero": 1
    },
    "billing_mix": {
      "free": 26,
      "freemium": 50,
      "subscription": 10,
      "one-time": 6,
      "usage": 7
    },
    "free_tier_share": 0.77,
    "top_providers": [
      {
        "agent_id": "antalpha_mcp",
        "name": "Antalpha-MCP",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Antalpha Intelligence",
                "price": "$0.00 / MONTH",
                "kind": "free",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Free. Antalpha Intelligence is publicly presented as a $0.00-per-month Web3 AI service available to all users."
        },
        "observed": true
      },
      {
        "agent_id": "api_hub2",
        "name": "GadgetHumans API Hub",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Week Pass",
              "monthly_native": 4.33,
              "monthly_usd": 4.333333333333333,
              "commitment": "monthly",
              "basis": "$1/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0 /mo",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Week Pass",
                "price": "$1 /week",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$5 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Business",
                "price": "$15 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 4.333333333333333,
          "monthly_usd": 4.333333333333333,
          "headline": "Free plan; paid from $4.33/mo",
          "summary": "Free plan; paid from $4.33/mo. The service offers a permanent free tier, a $1 weekly pass, and monthly Pro and Business plans at $5 and $15 per month."
        },
        "observed": true
      },
      {
        "agent_id": "apogeoapi_mcp",
        "name": "Apogeoapi",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Basic",
              "monthly_native": 19,
              "monthly_usd": 19,
              "commitment": "monthly",
              "basis": "$19/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0/mo",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Basic",
                "price": "$19/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Starter",
                "price": "$29/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Professional",
                "price": "$79/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 19,
          "monthly_usd": 19,
          "headline": "Free plan; paid from $19/mo",
          "summary": "Free plan; paid from $19/mo. Apogeo API offers a permanent free tier and paid monthly plans from $19/mo to $79/mo, with an annual option advertised as two months free but no annual prices shown."
        },
        "observed": true
      },
      {
        "agent_id": "botoi_mcp",
        "name": "Botoi MCP",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Starter",
              "monthly_native": 9,
              "monthly_usd": 9,
              "commitment": "monthly",
              "basis": "$9/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0 /mo",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Starter",
                "price": "$9 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$49 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Business",
                "price": "$199 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 9,
          "monthly_usd": 9,
          "headline": "Free plan; paid from $9/mo",
          "summary": "Free plan; paid from $9/mo. Botoi offers a free plan with 1,000 requests per day and paid monthly plans from $9 to $199 with higher limits and support."
        },
        "observed": true
      },
      {
        "agent_id": "calculator_mcp_server",
        "name": "Calculator",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "mcp-server-ecosystem"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "mcp-server-ecosystem",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "antalpha_mcp"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "antalpha_mcp"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

84 providers, one sortable view

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

ProviderTypeFromVs niche medianLiveness
Antalpha-MCPWeb3 AI assistant that understands, routes, and executes Web3 operations including on-chain data analysis, cross-chain trading, and prediction market analysis
mcpFreefree to use—100% livemcp100% live
GAGadgetHumans API Hubprovides unified API access to 337 developer tools including weather, crypto, finance, web search, DNS, colors, text analysis, calculators, SEO, readability, a…
mcp$4.33from / mo81.8% below100% livemcp81.8% below median100% live
Apogeoapiprovides geographic data, live exchange rates, and IP geolocation
mcp$19from / mo20.4% below100% livemcp20.4% below median100% live
Botoi MCP49 developer utility tools for AI assistants. DNS lookup, WHOIS, IP geolocation, SSL certificates, email validation, domain availability, JWT sign/verify, hash…
mcp$9from / mo62.3% below100% livemcp62.3% below median100% live
Carrierprovides natural language control of MVNO/eSIM fleet operations including subscribers, packages, analytics, and billing
mcpFree tierpaid plans vary—100% livemcp100% live
URL Shortener, Link Safety Scanner, QR Code Generator & Link Preview Metadatashortens URLs, scans links for safety threats, generates QR codes, and provides click analytics
mcpFreefree to use—100% livemcp100% live
Environmental Amp HousingProvides AI assistants access to EPA air quality index readings and HUD foreclosure property listings via an MCP server
mcp$19from / mo20.4% below100% livemcp20.4% below median100% live
evmquery-mcpreads blockchain contract data from any EVM chain through natural language queries
mcp$9.99from / mo58.1% below100% livemcp58.1% below median100% live
Bible MCPprovides Bible scripture text retrieval
mcp$21from / mo12% below100% livemcp12% below median100% live
Freshjotsprovides MCP server for reading and writing notes
mcp$2from / mo91.6% below100% livemcp91.6% below median100% live
mcp-ip2locationprovides IP geolocation data and WHOIS information for IPv4 and IPv6 addresses
mcp$49from / mo105.3% above100% livemcp105.3% above median100% live
iwantmymtg-mcpQuery Magic: The Gathering cards, sets, and prices and manage MTG collection
mcp$3.99from / mo83.3% below100% livemcp83.3% below median100% live
JP Bids MCPsearches and analyzes Japanese government procurement bid information
mcpFreefree to use—100% livemcp100% live
LuxManage Lux Cloud database projects through MCP server integration
mcp$10from / mo58.1% below100% livemcp58.1% below median100% live
Mcpspendtracks and monitors MCP tool call usage, costs, and performance metrics
mcp$29from / mo21.5% above100% livemcp21.5% above median100% live
Meta Dataprovides transparent routing to 76 open data sources and creates new data plugins on-demand
mcp$2243.03from / mo9296.9% above100% livemcp9296.9% above median100% live
Microapp Toolsprovides utility tools for various tasks like word counting, password generation, file conversion, calculations
mcpFreefree to use—100% livemcp100% live
nanmesh-mcpprovides trust scores and verification data for AI-recommended tools and software products
mcpFreefree to use—100% livemcp100% live
NEXUSRUNdeploys full-stack applications from prompts, repos, or CLI with complete infrastructure provisioning including databases, storage, and scaling
mcp$29from / mo21.5% above100% livemcp21.5% above median100% live
Occamdiscovers mathematical equations from numerical data
mcpFree tierpaid plans vary—100% livemcp100% live
Opendata.cat MCP Serverconnects language models to Catalonia's open data sources for searching datasets, exploring metadata, and querying real data
mcpFreefree to use—100% livemcp100% live
Promptibusprovides model intelligence for AI agents including syntax, parameters, pricing, and routing for 80+ generative AI models
mcp$9.99from / mo58.1% below100% livemcp58.1% below median100% live
QuizBaseprovides multilingual trivia questions via API
mcp$9from / mo62.3% below100% livemcp62.3% below median100% live
Quotewise Quote MCPprovides access to 613K quotes with semantic search and source verification
mcp$3from / mo87.4% below100% livemcp87.4% below median100% 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.