Web Scraping Agent
Query this niche via MCP
market_report({ query: "Web Scraping Agent", response_mode: "summary" })Agents · median
$99/mo
MCP servers · median
$65/mo
1.5×
Agents cost 1.5× MCPs across all tiers — median $99 vs $65. Two different markets; a blended figure would mislead either buyer.
All plans — Agents vs MCPs
each dot = one provider · log scaleAgents $99
xcrawl · $8
fastcrw · $11
Browse Ai · $12
webclaw · $19
firecrawl · $19
gmapsscraper · $19
Context Dev · $19
scrapegraphai · $20
Mindstudio Platform · $20
Social Fetch · $29
Ai People Search · $37
Twitch Scraper Ai · $40
oxylabs · $65
crawlbase · $99
Bluefield Data Api · $19
Mercury Web Fetch · $29
gmapsscraper · $41
xcrawl · $49
fastcrw · $59
Browse Ai · $69
webclaw · $99
Context Dev · $99
Spider Cloud · $350
scrapegraphai · $500
Spider Cloud · $6
scrapegraphai · $100
integuru · $150
Social Fetch · $152
Mercury Web Fetch · $199
ensembledata · $200
webclaw · $224
Bluefield Data Api · $299
xcrawl · $349
crawlbase · $349
fastcrw · $352
Context Dev · $399
xcrawl · $999
ensembledata · $1,100
Mercury Web Fetch · $1,500
oxylabs · $1,500
tilion · $2,000
MCP servers $65
crawlora · $9
omniwatchguard · $10
snoopscan · $12
Scraper Crawler · $13
Skrapeai Skrape Mcp · $15
Veed Crawl · $15
mapsdata · $15
Crawlforge Mcp · $16
Firecrawl Mcp · $19
Foura Mcp · $19
crawio · $29
mesharc · $29
Mcp Server Dumplingai · $40
Scrapi Mcp · $49
Oxylabs Mcp · $65
robotsgate · $9
anakin · $19
omniwatchguard · $29
tooltrace · $30
reefapi · $33
Veed Crawl · $39
mapsdata · $39
hydrafetch · $49
Tikfly Mcp · $50
Scraper Crawler · $50
snoopscan · $59
Scrapfly Mcp · $65
Foura Mcp · $68
crawlora · $79
Crawlforge Mcp · $83
Konbiniapi Mcp · $99
Agentql Mcp · $99
Mcp Server Dumplingai · $124
Skrapeai Skrape Mcp · $250
Geonode Scraper · $1,400
Skrapeai Skrape Mcp · $50
Puremd Mcp · $59
omniwatchguard · $68
mapsdata · $79
Scrapi Mcp · $139
Foura Mcp · $171
crawio · $174
crawlora · $199
mesharc · $224
Mcp Server Dumplingai · $249
Scrapfly Mcp · $250
anakin · $300
hydrafetch · $309
Crawlforge Mcp · $333
snoopscan · $349
Konbiniapi Mcp · $499
reefapi · $200
Scrapfly Mcp · $500
Oxylabs Mcp · $1,500
mesharc · $1,500
$5
$10
$25
$50
$100
$250
$500
$1,000
AgentsMCP serversshaded = middle half · line = median
All plans
96 pricedProvidervs its cohort medianMonthly
Spider Cloudagent
$6 below
xcrawlagent
$8 below
crawloramcp
$9 below
robotsgatemcp
$9 below
omniwatchguardmcp
$10 below
fastcrwagent
$11 below
Browse Aiagent
$12 below
snoopscanmcp
$12 below
Scraper Crawlermcp
$13 below
Skrapeai Skrape Mcpmcp
$15 below
Veed Crawlmcp
$15 below
mapsdatamcp
$15 below
Crawlforge Mcpmcp
$16 below
webclawagent
$19 below
firecrawlagent
$19 below
gmapsscraperagent
$19 below
Context Devagent
$19 below
Bluefield Data Apiagent
$19 below
Firecrawl Mcpmcp
$19 below
Foura Mcpmcp
$19 below
anakinmcp
$19 below
scrapegraphaiagent
$20 below
Mindstudio Platformagent
$20 below
Social Fetchagent
$29 below
Mercury Web Fetchagent
$29 below
crawiomcp
$29 below
mesharcmcp
$29 below
omniwatchguardmcp
$29 below
tooltracemcp
$30 below
reefapimcp
$33 below
Ai People Searchagent
$37 below
Veed Crawlmcp
$39 below
mapsdatamcp
$39 below
Twitch Scraper Aiagent
$40 below
Mcp Server Dumplingaimcp
$40 below
gmapsscraperagent
$41 below
xcrawlagent
$49 below
Scrapi Mcpmcp
$49 below
hydrafetchmcp
$49 below
Tikfly Mcpmcp
$50 below
Scraper Crawlermcp
$50 below
Skrapeai Skrape Mcpmcp
$50 below
fastcrwagent
$59 below
snoopscanmcp
$59 ~median
Puremd Mcpmcp
$59 ~median
oxylabsagent
$65 below
Oxylabs Mcpmcp
$65 ~median
Scrapfly Mcpmcp
$65 ~median
Foura Mcpmcp
$68 ~median
omniwatchguardmcp
$68 ~median
Browse Aiagent
$69 below
crawloramcp
$79 above
mapsdatamcp
$79 above
Crawlforge Mcpmcp
$83 above
crawlbaseagent
$99 ~median
webclawagent
$99 ~median
Context Devagent
$99 ~median
Konbiniapi Mcpmcp
$99 above
Agentql Mcpmcp
$99 above
scrapegraphaiagent
$100 ~median
Mcp Server Dumplingaimcp
$124 above
Scrapi Mcpmcp
$139 above
integuruagent
$150 above
Social Fetchagent
$152 above
Foura Mcpmcp
$171 above
crawiomcp
$174 above
Mercury Web Fetchagent
$199 above
crawloramcp
$199 above
ensembledataagent
$200 above
reefapimcp
$200 above
webclawagent
$224 above
mesharcmcp
$224 above
Mcp Server Dumplingaimcp
$249 above
Skrapeai Skrape Mcpmcp
$250 above
Scrapfly Mcpmcp
$250 above
Bluefield Data Apiagent
$299 above
anakinmcp
$300 above
hydrafetchmcp
$309 above
Crawlforge Mcpmcp
$333 above
xcrawlagent
$349 above
crawlbaseagent
$349 above
snoopscanmcp
$349 above
Spider Cloudagent
$350 above
fastcrwagent
$352 above
Context Devagent
$399 above
Konbiniapi Mcpmcp
$499 above
scrapegraphaiagent
$500 above
Scrapfly Mcpmcp
$500 above
xcrawlagent
$999 above
ensembledataagent
$1,100 above
Geonode Scrapermcp
$1,400 above
Mercury Web Fetchagent
$1,500 above
oxylabsagent
$1,500 above
Oxylabs Mcpmcp
$1,500 above
mesharcmcp
$1,500 above
tilionagent
$2,000 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 Web Scraping Agent (latest observation 2026-10-18T03:50:06.504Z). 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": "web-scraping-agent",
"parent_sector": "developer-tools-infra",
"provider_type_pricing": {
"slug": "web-scraping-agent",
"pricing_basis": "lowest_observed_monthly_usd",
"provider_type_methodology": "commercial-form-v2",
"provider_type_methodology_published_at": "2026-07-31",
"blended": {
"median": 19.11,
"p25": 15.5,
"p75": 30.15,
"providers": 47
},
"by_provider_type": {
"agent": {
"median": 25,
"p25": 19,
"p75": 30.29,
"providers": 21,
"publishable": true,
"confidence": "normal"
},
"mcp": {
"median": 19,
"p25": 12.75,
"p75": 29.75,
"providers": 26,
"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": 20,
"adjacent_niches": [
"ai-frontend-coding",
"mcp-platform-provider",
"incident-response-sre",
"infrastructure-provisioning-iac",
"legacy-code-modernization",
"database-query-agent"
],
"market_pulse": {
"pulse": 57,
"drivers": [
"enterprise money present",
"13 new builders in 30d"
],
"price_move_30d_pct": 15.5,
"money_share": 0.3194444444444444,
"entry_rate": 0.08387096774193549,
"alive_share": 0.9698795180722891
},
"price_move": {
"d_pct": 0,
"w_pct": 0,
"m_pct": 0.9,
"comparable_agents": 44,
"quarantined_agents": 3,
"confidence": "high",
"published": {
"d": false,
"w": false,
"m": false
},
"held_reason": {
"d": null,
"w": null,
"m": null
},
"driver": {
"d": null,
"w": null,
"m": "context_dev's \"Pro\" $99→$149 (+51%)"
},
"tier_contribution": {
"d": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"w": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"m": {
"individual": 0.36,
"pro": 0.54,
"team_sme": 0,
"enterprise": 0
}
},
"tier_series": {
"individual": [
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.555,
100.363,
100.363,
100.363,
100.363,
100.363,
100.363,
100.363,
100.363,
100.363,
100.363,
100.363,
100.363,
100.039,
100.039,
100.039,
100.379,
100.059,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395,
100.395
],
"pro": [
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.283,
101.246,
101.048,
101.048,
101.048,
101.048,
101.048,
101.048,
101.048,
101.048,
101.048,
101.048,
101.048,
101.048,
100.563,
100.563,
100.563,
101.072,
100.592,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095,
101.095
],
"team_sme": [
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
100.965,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762,
100.762
],
"enterprise": [
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
100,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01,
101.01
]
},
"tier_own_move": {
"d": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"w": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"m": {
"individual": 0.9,
"pro": 1.7,
"team_sme": 0,
"enterprise": 0
}
},
"tier_agents": {
"individual": 24,
"pro": 29,
"team_sme": 26,
"enterprise": 9
},
"obs_range": {
"d": null,
"w": null,
"m": {
"min": 81,
"max": 86,
"days": 3
}
},
"tier_obs_range": {
"d": {
"individual": null,
"pro": null,
"team_sme": null,
"enterprise": null
},
"w": {
"individual": null,
"pro": null,
"team_sme": null,
"enterprise": null
},
"m": {
"individual": {
"min": 30,
"max": 31,
"days": 3
},
"pro": {
"min": 25,
"max": 27,
"days": 3
},
"team_sme": null,
"enterprise": null
}
}
},
"pricing": {
"sampleSize": 146,
"observed": 72,
"byPersona": {
"free": {
"n": 63,
"nPriced": 0,
"reliability": "none",
"median": null,
"p25": null,
"p75": null,
"min": null,
"max": null,
"mean": null,
"stdev": null,
"usageShare": 0.4
},
"individual": {
"n": 187,
"nPriced": 173,
"reliability": "high",
"median": 1.25,
"p25": 0.4,
"p75": 7.2,
"min": 0.01,
"max": 250,
"mean": 8.31,
"stdev": 23.98,
"usageShare": 0.8
},
"pro": {
"n": 63,
"nPriced": 51,
"reliability": "high",
"median": 50,
"p25": 25,
"p75": 99,
"min": 0.01,
"max": 1800,
"mean": 132.24,
"stdev": 290.9,
"usageShare": 0.22
},
"team_sme": {
"n": 65,
"nPriced": 54,
"reliability": "high",
"median": 199,
"p25": 84,
"p75": 349,
"min": 0.12,
"max": 599,
"mean": 224.55,
"stdev": 171.08,
"usageShare": 0.29
},
"enterprise": {
"n": 33,
"nPriced": 17,
"reliability": "high",
"median": 500,
"p25": 3,
"p75": 1500,
"min": 0.77,
"max": 2500,
"mean": 877.05,
"stdev": 877.19,
"usageShare": 0.15
}
},
"byPersonaMonthly": {
"free": {
"nMonthly": 0,
"p25": null,
"median": null,
"p75": null,
"confidence": "none",
"usageShare": 0.4,
"mixedBilling": true,
"monthlyComparable": false
},
"individual": {
"nMonthly": 32,
"p25": 14.25,
"median": 19,
"p75": 29.25,
"confidence": "high",
"usageShare": 0.8,
"mixedBilling": true,
"monthlyComparable": true
},
"pro": {
"nMonthly": 42,
"p25": 30.81,
"median": 59,
"p75": 99,
"confidence": "high",
"usageShare": 0.22,
"mixedBilling": true,
"monthlyComparable": true
},
"team_sme": {
"nMonthly": 44,
"p25": 100,
"median": 231,
"p75": 399.25,
"confidence": "high",
"usageShare": 0.29,
"mixedBilling": true,
"monthlyComparable": true
},
"enterprise": {
"nMonthly": 12,
"p25": 500,
"median": 1199.5,
"p75": 1625,
"confidence": "high",
"usageShare": 0.15,
"mixedBilling": true,
"monthlyComparable": true
}
},
"byTierCohorts": {
"status": "ok",
"cohorts": [
{
"tier": "individual",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 19,
"provider_count": 29,
"plan_observation_count": 34,
"data_confidence": 1,
"data_confidence_basis": {
"provider_component": 1,
"observation_component": 1,
"provider_count": 29,
"plan_observation_count": 34
},
"reliability": "high",
"members": [
{
"provider": "xcrawl",
"usd": 8
},
{
"provider": "crawlora",
"usd": 9
},
{
"provider": "omniwatchguard",
"usd": 10.26
},
{
"provider": "fastcrw",
"usd": 11
},
{
"provider": "snoopscan",
"usd": 12
},
{
"provider": "scraper_crawler",
"usd": 12.5
},
{
"provider": "mapsdata",
"usd": 15
},
{
"provider": "skrapeai_skrape_mcp",
"usd": 15
},
{
"provider": "veed_crawl",
"usd": 15
},
{
"provider": "crawlforge_mcp",
"usd": 16
},
{
"provider": "firecrawl",
"usd": 19
},
{
"provider": "gmapsscraper",
"usd": 19
},
{
"provider": "context_dev",
"usd": 19
},
{
"provider": "webclaw",
"usd": 19
},
{
"provider": "browse_ai",
"usd": 19
},
{
"provider": "firecrawl_mcp",
"usd": 19
},
{
"provider": "foura_mcp",
"usd": 19.38
},
{
"provider": "scrapegraphai",
"usd": 20
},
{
"provider": "mindstudio_platform",
"usd": 20
},
{
"provider": "mesharc",
"usd": 29
},
{
"provider": "social_fetch",
"usd": 29
},
{
"provider": "crawio",
"usd": 29
},
{
"provider": "ai_people_search",
"usd": 36.79
},
{
"provider": "twitch_scraper_ai",
"usd": 39.64
},
{
"provider": "mcp_server_dumplingai",
"usd": 40
},
{
"provider": "scrapi_mcp",
"usd": 49
},
{
"provider": "oxylabs_mcp",
"usd": 65
},
{
"provider": "oxylabs",
"usd": 65
},
{
"provider": "crawlbase",
"usd": 99
}
],
"p25": 15,
"p75": 29
},
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 59,
"provider_count": 30,
"plan_observation_count": 43,
"data_confidence": 1,
"data_confidence_basis": {
"provider_component": 1,
"observation_component": 1,
"provider_count": 30,
"plan_observation_count": 43
},
"reliability": "high",
"members": [
{
"provider": "robotsgate",
"usd": 9
},
{
"provider": "bluefield_data_api",
"usd": 19
},
{
"provider": "anakin",
"usd": 19
},
{
"provider": "omniwatchguard",
"usd": 28.5
},
{
"provider": "mercury_web_fetch",
"usd": 29
},
{
"provider": "tooltrace",
"usd": 29.5
},
{
"provider": "reefapi",
"usd": 32.5
},
{
"provider": "mapsdata",
"usd": 39
},
{
"provider": "veed_crawl",
"usd": 39
},
{
"provider": "gmapsscraper",
"usd": 41.13
},
{
"provider": "hydrafetch",
"usd": 49
},
{
"provider": "xcrawl",
"usd": 49
},
{
"provider": "tikfly_mcp",
"usd": 49.99
},
{
"provider": "scraper_crawler",
"usd": 50
},
{
"provider": "fastcrw",
"usd": 59
},
{
"provider": "snoopscan",
"usd": 59
},
{
"provider": "scrapfly_mcp",
"usd": 65
},
{
"provider": "foura_mcp",
"usd": 68.4
},
{
"provider": "crawlora",
"usd": 79
},
{
"provider": "crawlforge_mcp",
"usd": 83
},
{
"provider": "agentql_mcp",
"usd": 99
},
{
"provider": "context_dev",
"usd": 99
},
{
"provider": "konbiniapi_mcp",
"usd": 99
},
{
"provider": "webclaw",
"usd": 99
},
{
"provider": "mcp_server_dumplingai",
"usd": 124
},
{
"provider": "skrapeai_skrape_mcp",
"usd": 250
},
{
"provider": "browse_ai",
"usd": 284.5
},
{
"provider": "spider_cloud",
"usd": 350
},
{
"provider": "scrapegraphai",
"usd": 500
},
{
"provider": "geonode_scraper",
"usd": 1400
}
],
"p25": 39,
"p75": 99
},
{
"tier": "team_sme",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 224,
"provider_count": 27,
"plan_observation_count": 46,
"data_confidence": 1,
"data_confidence_basis": {
"provider_component": 1,
"observation_component": 1,
"provider_count": 27,
"plan_observation_count": 46
},
"reliability": "high",
"members": [
{
"provider": "skrapeai_skrape_mcp",
"usd": 50
},
{
"provider": "puremd_mcp",
"usd": 59
},
{
"provider": "omniwatchguard",
"usd": 68.4
},
{
"provider": "mapsdata",
"usd": 79
},
{
"provider": "scrapegraphai",
"usd": 100
},
{
"provider": "scrapi_mcp",
"usd": 139
},
{
"provider": "social_fetch",
"usd": 152
},
{
"provider": "foura_mcp",
"usd": 171
},
{
"provider": "crawio",
"usd": 174
},
{
"provider": "crawlora",
"usd": 199
},
{
"provider": "mercury_web_fetch",
"usd": 199
},
{
"provider": "ensembledata",
"usd": 200
},
{
"provider": "mesharc",
"usd": 224
},
{
"provider": "webclaw",
"usd": 224
},
{
"provider": "mcp_server_dumplingai",
"usd": 249
},
{
"provider": "scrapfly_mcp",
"usd": 250
},
{
"provider": "bluefield_data_api",
"usd": 299
},
{
"provider": "anakin",
"usd": 300
},
{
"provider": "hydrafetch",
"usd": 309
},
{
"provider": "crawlforge_mcp",
"usd": 333
},
{
"provider": "crawlbase",
"usd": 349
},
{
"provider": "snoopscan",
"usd": 349
},
{
"provider": "xcrawl",
"usd": 349
},
{
"provider": "fastcrw",
"usd": 352
},
{
"provider": "context_dev",
"usd": 399
},
{
"provider": "integuru",
"usd": 499
},
{
"provider": "konbiniapi_mcp",
"usd": 499
}
],
"p25": 161.5,
"p75": 341
},
{
"tier": "enterprise",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 1500,
"provider_count": 9,
"plan_observation_count": 12,
"data_confidence": 0.72,
"data_confidence_basis": {
"provider_component": 0.75,
"observation_component": 0.6,
"provider_count": 9,
"plan_observation_count": 12
},
"reliability": "medium",
"members": [
{
"provider": "reefapi",
"usd": 200
},
{
"provider": "scrapfly_mcp",
"usd": 500
},
{
"provider": "xcrawl",
"usd": 999
},
{
"provider": "ensembledata",
"usd": 1100
},
{
"provider": "mesharc",
"usd": 1500
},
{
"provider": "mercury_web_fetch",
"usd": 1500
},
{
"provider": "oxylabs_mcp",
"usd": 1500
},
{
"provider": "oxylabs",
"usd": 1500
},
{
"provider": "tilion",
"usd": 2000
}
],
"p25": 999,
"p75": 1500
}
],
"rejected": {
"usage_not_monthly": 155,
"ambiguous_cadence": 14,
"one_time": 39,
"free_or_zero": 2,
"unrankable_or_unparseable": 1,
"range": 1
},
"evidence": {
"status": "ok",
"single_observations": [],
"observed_offers": [
{
"billing": "monthly",
"unit": "flat",
"count": 135,
"offers": [
{
"provider": "agentql_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$99 /mo",
"monthly_usd": 99
},
{
"provider": "ai_people_search",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$6.99 / wk",
"monthly_usd": 30.29
},
{
"provider": "ai_people_search",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$9.99 / wk",
"monthly_usd": 43.29
},
{
"provider": "anakin",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$19 / mo",
"monthly_usd": 19
},
{
"provider": "anakin",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$100 / mo",
"monthly_usd": 100
},
{
"provider": "anakin",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$500 / mo",
"monthly_usd": 500
},
{
"provider": "bluefield_data_api",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$19/mo",
"monthly_usd": 19
},
{
"provider": "bluefield_data_api",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$99/mo",
"monthly_usd": 99
},
{
"provider": "bluefield_data_api",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$499/mo",
"monthly_usd": 499
},
{
"provider": "browse_ai",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$19 /mo",
"monthly_usd": 19
},
{
"provider": "browse_ai",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$69 /mo",
"monthly_usd": 69
},
{
"provider": "browse_ai",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$500",
"monthly_usd": 500
},
{
"provider": "context_dev",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$19/month",
"monthly_usd": 19
},
{
"provider": "context_dev",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$99/month",
"monthly_usd": 99
},
{
"provider": "context_dev",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$299/month",
"monthly_usd": 299
},
{
"provider": "context_dev",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$499/month",
"monthly_usd": 499
},
{
"provider": "crawio",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$29 /mo",
"monthly_usd": 29
},
{
"provider": "crawio",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$99 /mo",
"monthly_usd": 99
},
{
"provider": "crawio",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$249 /mo",
"monthly_usd": 249
},
{
"provider": "crawlbase",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$99 / mo",
"monthly_usd": 99
},
{
"provider": "crawlbase",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$199 / mo",
"monthly_usd": 199
},
{
"provider": "crawlbase",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$349 / mo",
"monthly_usd": 349
},
{
"provider": "crawlbase",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$599 / mo",
"monthly_usd": 599
},
{
"provider": "crawlforge_mcp",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$16/month",
"monthly_usd": 16
},
{
"provider": "crawlforge_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$83/month",
"monthly_usd": 83
},
{
"provider": "crawlforge_mcp",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$333/month",
"monthly_usd": 333
},
{
"provider": "crawlora",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$9/mo",
"monthly_usd": 9
},
{
"provider": "crawlora",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$29/mo",
"monthly_usd": 29
},
{
"provider": "crawlora",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$79/mo",
"monthly_usd": 79
},
{
"provider": "crawlora",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$199/mo",
"monthly_usd": 199
},
{
"provider": "crawlora",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$499/mo",
"monthly_usd": 499
},
{
"provider": "ensembledata",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$100 / mo",
"monthly_usd": 100
},
{
"provider": "ensembledata",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$200 / mo",
"monthly_usd": 200
},
{
"provider": "ensembledata",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$400 / mo",
"monthly_usd": 400
},
{
"provider": "ensembledata",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$800 / mo",
"monthly_usd": 800
},
{
"provider": "ensembledata",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$1400 / mo",
"monthly_usd": 1400
},
{
"provider": "fastcrw",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$11/mo",
"monthly_usd": 11
},
{
"provider": "fastcrw",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$59/mo",
"monthly_usd": 59
},
{
"provider": "fastcrw",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$237/mo",
"monthly_usd": 237
},
{
"provider": "fastcrw",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$467/mo",
"monthly_usd": 467
},
{
"provider": "firecrawl",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$19/month billed monthly",
"monthly_usd": 19
},
{
"provider": "firecrawl_mcp",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$19/month billed monthly",
"monthly_usd": 19
},
{
"provider": "foura_mcp",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "€17 /mo",
"monthly_usd": 19.38
},
{
"provider": "foura_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "€60 /mo",
"monthly_usd": 68.4
},
{
"provider": "foura_mcp",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "€150 /mo",
"monthly_usd": 171
},
{
"provider": "geonode_scraper",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$1,000 / month",
"monthly_usd": 1000
},
{
"provider": "geonode_scraper",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "from $1,800/mo",
"monthly_usd": 1800
},
{
"provider": "gmapsscraper",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$19/month",
"monthly_usd": 19
},
{
"provider": "gmapsscraper",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$49/month",
"monthly_usd": 49
},
{
"provider": "gmapsscraper",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$399/year",
"monthly_usd": 33.25
},
{
"provider": "hydrafetch",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$25",
"monthly_usd": 25
},
{
"provider": "hydrafetch",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$49",
"monthly_usd": 49
},
{
"provider": "hydrafetch",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$99 per month",
"monthly_usd": 99
},
{
"provider": "hydrafetch",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$219",
"monthly_usd": 219
},
{
"provider": "hydrafetch",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$399",
"monthly_usd": 399
},
{
"provider": "integuru",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "Starts at $499/month",
"monthly_usd": 499
},
{
"provider": "konbiniapi_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$49/ month",
"monthly_usd": 49
},
{
"provider": "konbiniapi_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$99/ month",
"monthly_usd": 99
},
{
"provider": "konbiniapi_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$199/ month",
"monthly_usd": 199
},
{
"provider": "konbiniapi_mcp",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$499/ month",
"monthly_usd": 499
},
{
"provider": "mapsdata",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$15 /mo",
"monthly_usd": 15
},
{
"provider": "mapsdata",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$39 /mo",
"monthly_usd": 39
},
{
"provider": "mapsdata",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$79 /mo",
"monthly_usd": 79
},
{
"provider": "mcp_server_dumplingai",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$40/month",
"monthly_usd": 40
},
{
"provider": "mcp_server_dumplingai",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$124/month",
"monthly_usd": 124
},
{
"provider": "mcp_server_dumplingai",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$249/month",
"monthly_usd": 249
},
{
"provider": "mercury_web_fetch",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$29/mo",
"monthly_usd": 29
},
{
"provider": "mercury_web_fetch",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$199/mo",
"monthly_usd": 199
},
{
"provider": "mercury_web_fetch",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$1500/mo",
"monthly_usd": 1500
},
{
"provider": "mesharc",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$29/mo",
"monthly_usd": 29
},
{
"provider": "mesharc",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$99/mo",
"monthly_usd": 99
},
{
"provider": "mesharc",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$349/mo",
"monthly_usd": 349
},
{
"provider": "mesharc",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "from $1,500/mo",
"monthly_usd": 1500
},
{
"provider": "mindstudio_platform",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$20 /month + usage",
"monthly_usd": 20
},
{
"provider": "omniwatchguard",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "9€/luna",
"monthly_usd": 10.26
},
{
"provider": "omniwatchguard",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "25€/luna",
"monthly_usd": 28.5
},
{
"provider": "omniwatchguard",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "60€/luna",
"monthly_usd": 68.4
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$ 30 /mo",
"monthly_usd": 30
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$ 100 /mo",
"monthly_usd": 100
},
{
"provider": "oxylabs",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$ 500 /mo",
"monthly_usd": 500
},
{
"provider": "oxylabs",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$2,500/month",
"monthly_usd": 2500
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$ 30 /mo",
"monthly_usd": 30
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$ 100 /mo",
"monthly_usd": 100
},
{
"provider": "oxylabs_mcp",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$ 500 /mo",
"monthly_usd": 500
},
{
"provider": "oxylabs_mcp",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$2,500/month",
"monthly_usd": 2500
},
{
"provider": "puremd_mcp",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$19/mo + metered usage",
"monthly_usd": 19
},
{
"provider": "puremd_mcp",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$99/mo + metered usage",
"monthly_usd": 99
},
{
"provider": "reefapi",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$15/mo",
"monthly_usd": 15
},
{
"provider": "reefapi",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$50/mo",
"monthly_usd": 50
},
{
"provider": "reefapi",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$200/mo",
"monthly_usd": 200
},
{
"provider": "robotsgate",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$9/mo",
"monthly_usd": 9
},
{
"provider": "scrapegraphai",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$20/mo",
"monthly_usd": 20
},
{
"provider": "scrapegraphai",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$100/mo",
"monthly_usd": 100
},
{
"provider": "scrapegraphai",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$500/mo",
"monthly_usd": 500
},
{
"provider": "scraper_crawler",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$5",
"monthly_usd": 5
},
{
"provider": "scraper_crawler",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$20",
"monthly_usd": 20
},
{
"provider": "scraper_crawler",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$50",
"monthly_usd": 50
},
{
"provider": "scrapfly_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$30 /MO",
"monthly_usd": 30
},
{
"provider": "scrapfly_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$100 /MO",
"monthly_usd": 100
},
{
"provider": "scrapfly_mcp",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$250 /MO",
"monthly_usd": 250
},
{
"provider": "scrapfly_mcp",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$500 /MO",
"monthly_usd": 500
},
{
"provider": "scrapi_mcp",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$49 / month",
"monthly_usd": 49
},
{
"provider": "scrapi_mcp",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$79 / month",
"monthly_usd": 79
},
{
"provider": "scrapi_mcp",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$199 / month",
"monthly_usd": 199
},
{
"provider": "skrapeai_skrape_mcp",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$15 /mo",
"monthly_usd": 15
},
{
"provider": "skrapeai_skrape_mcp",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$50 /mo",
"monthly_usd": 50
},
{
"provider": "skrapeai_skrape_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$250 /mo",
"monthly_usd": 250
},
{
"provider": "snoopscan",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$12 /month",
"monthly_usd": 12
},
{
"provider": "snoopscan",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$59 /month",
"monthly_usd": 59
},
{
"provider": "snoopscan",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$249 /month",
"monthly_usd": 249
},
{
"provider": "snoopscan",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$449 /month",
"monthly_usd": 449
},
{
"provider": "social_fetch",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$29/mo",
"monthly_usd": 29
},
{
"provider": "social_fetch",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$79/mo",
"monthly_usd": 79
},
{
"provider": "social_fetch",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$225/mo",
"monthly_usd": 225
},
{
"provider": "spider_cloud",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$350/mo",
"monthly_usd": 350
},
{
"provider": "tikfly_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$9.99 /mo",
"monthly_usd": 9.99
},
{
"provider": "tikfly_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$49.99 /mo",
"monthly_usd": 49.99
},
{
"provider": "tikfly_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$99.99 /mo",
"monthly_usd": 99.99
},
{
"provider": "tilion",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$2,000 / month",
"monthly_usd": 2000
},
{
"provider": "tooltrace",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$9.50/ month",
"monthly_usd": 9.5
},
{
"provider": "tooltrace",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$29.50/ month",
"monthly_usd": 29.5
},
{
"provider": "tooltrace",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$74.50/ month",
"monthly_usd": 74.5
},
{
"provider": "twitch_scraper_ai",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$6.99 /week",
"monthly_usd": 30.29
},
{
"provider": "twitch_scraper_ai",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$49 /month",
"monthly_usd": 49
},
{
"provider": "veed_crawl",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$15 per month",
"monthly_usd": 15
},
{
"provider": "veed_crawl",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$39 per month",
"monthly_usd": 39
},
{
"provider": "webclaw",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$19/mo",
"monthly_usd": 19
},
{
"provider": "webclaw",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$49/mo",
"monthly_usd": 49
},
{
"provider": "webclaw",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$99/mo",
"monthly_usd": 99
},
{
"provider": "webclaw",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$399/mo",
"monthly_usd": 399
},
{
"provider": "xcrawl",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$8/Monthly",
"monthly_usd": 8
},
{
"provider": "xcrawl",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$49/Monthly",
"monthly_usd": 49
},
{
"provider": "xcrawl",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$199/Monthly",
"monthly_usd": 199
},
{
"provider": "xcrawl",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$499/Monthly",
"monthly_usd": 499
},
{
"provider": "xcrawl",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$999/Monthly",
"monthly_usd": 999
}
]
},
{
"billing": "monthly",
"unit": "per_seat",
"count": 1,
"offers": [
{
"provider": "manypi",
"tier": "individual",
"billing": "monthly",
"unit": "per_seat",
"price": "$25 / seat / mo",
"monthly_usd": 25
}
]
},
{
"billing": "one_time",
"unit": "flat",
"count": 37,
"offers": [
{
"provider": "browse_ai",
"tier": "team_sme",
"billing": "one_time",
"unit": "flat",
"price": "From $399",
"monthly_usd": null
},
{
"provider": "crawlforge_mcp",
"tier": "individual",
"billing": "one_time",
"unit": "flat",
"price": "$3",
"monthly_usd": null
},
{
"provider": "geonode_scraper",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$62.50 / month",
"monthly_usd": null
},
{
"provider": "gmapsscraper",
"tier": "individual",
"billing": "one_time",
"unit": "flat",
"price": "$9",
"monthly_usd": null
},
{
"provider": "gmapsscraper",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$29",
"monthly_usd": null
},
{
"provider": "gmapsscraper",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$79",
"monthly_usd": null
},
{
"provider": "mercury_web_fetch",
"tier": "individual",
"billing": "one_time",
"unit": "flat",
"price": "$1 = 1,000 credits ($5–$500)",
"monthly_usd": null
},
{
"provider": "mesharc",
"tier": "individual",
"billing": "one_time",
"unit": "flat",
"price": "$5 = 15,000 credits",
"monthly_usd": null
},
{
"provider": "mesharc",
"tier": "team_sme",
"billing": "one_time",
"unit": "flat",
"price": "$5 = 15,000 credits",
"monthly_usd": null
},
{
"provider": "mesharc",
"tier": "team_sme",
"billing": "one_time",
"unit": "flat",
"price": "$5 = 25,000 credits",
"monthly_usd": null
},
{
"provider": "scrapegraphai",
"tier": "individual",
"billing": "one_time",
"unit": "flat",
"price": "$5",
"monthly_usd": null
},
{
"provider": "scrapegraphai",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$40",
"monthly_usd": null
},
{
"provider": "scrapegraphai",
"tier": "team_sme",
"billing": "one_time",
"unit": "flat",
"price": "$150",
"monthly_usd": null
},
{
"provider": "scraper_api",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$49",
"monthly_usd": null
},
{
"provider": "scraper_api",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$99",
"monthly_usd": null
},
{
"provider": "scraper_api",
"tier": "team_sme",
"billing": "one_time",
"unit": "flat",
"price": "$199",
"monthly_usd": null
},
{
"provider": "scraper_api",
"tier": "enterprise",
"billing": "one_time",
"unit": "flat",
"price": "$999",
"monthly_usd": null
},
{
"provider": "scrapewhale",
"tier": "individual",
"billing": "one_time",
"unit": "flat",
"price": "$9.90",
"monthly_usd": null
},
{
"provider": "scrapewhale",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$22",
"monthly_usd": null
},
{
"provider": "scrapewhale",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$60",
"monthly_usd": null
},
{
"provider": "scrapi_mcp",
"tier": "individual",
"billing": "one_time",
"unit": "flat",
"price": "$19",
"monthly_usd": null
},
{
"provider": "social_fetch",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$59",
"monthly_usd": null
},
{
"provider": "toolsnap_mcp",
"tier": "individual",
"billing": "one_time",
"unit": "flat",
"price": "from $5",
"monthly_usd": null
},
{
"provider": "twitch_scraper_ai",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$99",
"monthly_usd": null
},
{
"provider": "twitch_scraper_ai",
"tier": "individual",
"billing": "one_time",
"unit": "flat",
"price": "$49",
"monthly_usd": null
},
{
"provider": "webclaw",
"tier": "individual",
"billing": "one_time",
"unit": "flat",
"price": "$20",
"monthly_usd": null
},
{
"provider": "webclaw",
"tier": "individual",
"billing": "one_time",
"unit": "flat",
"price": "$45",
"monthly_usd": null
},
{
"provider": "webclaw",
"tier": "individual",
"billing": "one_time",
"unit": "flat",
"price": "$80",
"monthly_usd": null
},
{
"provider": "webclaw",
"tier": "team_sme",
"billing": "one_time",
"unit": "flat",
"price": "$20",
"monthly_usd": null
},
{
"provider": "webclaw",
"tier": "team_sme",
"billing": "one_time",
"unit": "flat",
"price": "$45",
"monthly_usd": null
},
{
"provider": "webclaw",
"tier": "team_sme",
"billing": "one_time",
"unit": "flat",
"price": "$80",
"monthly_usd": null
},
{
"provider": "webclaw",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$25",
"monthly_usd": null
},
{
"provider": "webclaw",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$55",
"monthly_usd": null
},
{
"provider": "webclaw",
"tier": "pro",
"billing": "one_time",
"unit": "flat",
"price": "$100",
"monthly_usd": null
},
{
"provider": "webclaw",
"tier": "team_sme",
"billing": "one_time",
"unit": "flat",
"price": "$80",
"monthly_usd": null
},
{
"provider": "webclaw",
"tier": "team_sme",
"billing": "one_time",
"unit": "flat",
"price": "$150",
"monthly_usd": null
},
{
"provider": "webclaw",
"tier": "team_sme",
"billing": "one_time",
"unit": "flat",
"price": "$350",
"monthly_usd": null
}
]
},
{
"billing": "one_time",
"unit": "other_usage",
"count": 2,
"offers": [
{
"provider": "scrape_agent_mcp",
"tier": "individual",
"billing": "one_time",
"unit": "other_usage",
"price": "$0.01 USDC per request",
"monthly_usd": null
},
{
"provider": "x1_baas",
"tier": "individual",
"billing": "one_time",
"unit": "other_usage",
"price": "$0.005/request",
"monthly_usd": null
}
]
},
{
"billing": "usage",
"unit": "flat",
"count": 145,
"offers": [
{
"provider": "agentql_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.02",
"monthly_usd": null
},
{
"provider": "agentql_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.12",
"monthly_usd": null
},
{
"provider": "agentql_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.015",
"monthly_usd": null
},
{
"provider": "agentql_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.10",
"monthly_usd": null
},
{
"provider": "anakin",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "2 / API call",
"monthly_usd": null
},
{
"provider": "anakin",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "1 / page",
"monthly_usd": null
},
{
"provider": "anakin",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "+1 / page",
"monthly_usd": null
},
{
"provider": "anakin",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "+2 / page",
"monthly_usd": null
},
{
"provider": "anakin",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "1 / page",
"monthly_usd": null
},
{
"provider": "anakin",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "1 / URL",
"monthly_usd": null
},
{
"provider": "anakin",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "10 + 1 / URL",
"monthly_usd": null
},
{
"provider": "anakin",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "1 / 2 min",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $0.10 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $0.50 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $0.66 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $1.10 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $0.40 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $0.30 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $0.40 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $0.70 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $0.85 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $1.50 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $1.80 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $1.67 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $6.60 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $10.00 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $0.50 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $1.00 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $7.20 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $2.31 /1k results",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $1.30 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $1.20 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $0.80 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $7.00 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $0.132 /1k results",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $7.00 /1k req",
"monthly_usd": null
},
{
"provider": "anyapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $0.45 /1k req",
"monthly_usd": null
},
{
"provider": "context_dev",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$2.20 per 1,000 credits",
"monthly_usd": null
},
{
"provider": "context_dev",
"tier": "pro",
"billing": "usage",
"unit": "flat",
"price": "$1.80 per 1,000 credits",
"monthly_usd": null
},
{
"provider": "context_dev",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.40 per 1,000 credits",
"monthly_usd": null
},
{
"provider": "context_dev",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.00 per 1,000 credits",
"monthly_usd": null
},
{
"provider": "foura_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "€250",
"monthly_usd": null
},
{
"provider": "foura_mcp",
"tier": "team_sme",
"billing": "usage",
"unit": "flat",
"price": "€150",
"monthly_usd": null
},
{
"provider": "foura_mcp",
"tier": "team_sme",
"billing": "usage",
"unit": "flat",
"price": "€75",
"monthly_usd": null
},
{
"provider": "foura_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "€0.30",
"monthly_usd": null
},
{
"provider": "foura_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "€0.20",
"monthly_usd": null
},
{
"provider": "foura_mcp",
"tier": "team_sme",
"billing": "usage",
"unit": "flat",
"price": "€0.12",
"monthly_usd": null
},
{
"provider": "geonode_scraper",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $0.40 / 1k requests",
"monthly_usd": null
},
{
"provider": "geonode_scraper",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $0.27/GB",
"monthly_usd": null
},
{
"provider": "geonode_scraper",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $1.25/IP",
"monthly_usd": null
},
{
"provider": "geonode_scraper",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $0.14/GB",
"monthly_usd": null
},
{
"provider": "glim",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.005",
"monthly_usd": null
},
{
"provider": "glim",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.010",
"monthly_usd": null
},
{
"provider": "glim",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.01",
"monthly_usd": null
},
{
"provider": "glim",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.06",
"monthly_usd": null
},
{
"provider": "mesharc",
"tier": "team_sme",
"billing": "usage",
"unit": "flat",
"price": "$0.30/1k",
"monthly_usd": null
},
{
"provider": "mesharc",
"tier": "team_sme",
"billing": "usage",
"unit": "flat",
"price": "$0.20/1k",
"monthly_usd": null
},
{
"provider": "noniner",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.03",
"monthly_usd": null
},
{
"provider": "noniner",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.10",
"monthly_usd": null
},
{
"provider": "noniner",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.15",
"monthly_usd": null
},
{
"provider": "noniner",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$4",
"monthly_usd": null
},
{
"provider": "noniner",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$10",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1/1K searches",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "From $0.50/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.35/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.00/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.50/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$2.00/GB",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$2.00/GB",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "From $1.50/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.50/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.50/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.50/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.50/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "From $1.00/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$3.00/1K parsed pages",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.50/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.00/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$6/GB",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$7.5/GB",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "enterprise",
"billing": "usage",
"unit": "flat",
"price": "$3/IP",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.5/IP",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "enterprise",
"billing": "usage",
"unit": "flat",
"price": "$2/IP",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1/IP",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.6/GB",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$7.2/GB",
"monthly_usd": null
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$8/GB",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1/1K searches",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "From $0.50/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.35/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.00/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.50/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$2.00/GB",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$2.00/GB",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "From $1.50/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.50/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.50/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.50/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.50/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "From $1.00/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$3.00/1K parsed pages",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.50/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.00/1K res.",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$6/GB",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$7.5/GB",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "enterprise",
"billing": "usage",
"unit": "flat",
"price": "$3/IP",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.5/IP",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "enterprise",
"billing": "usage",
"unit": "flat",
"price": "$2/IP",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1/IP",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.6/GB",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$7.2/GB",
"monthly_usd": null
},
{
"provider": "oxylabs_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$8/GB",
"monthly_usd": null
},
{
"provider": "reefapi",
"tier": "pro",
"billing": "usage",
"unit": "flat",
"price": "$1.72 / 1k credits",
"monthly_usd": null
},
{
"provider": "reefapi",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.15 / 1k credits",
"monthly_usd": null
},
{
"provider": "reefapi",
"tier": "enterprise",
"billing": "usage",
"unit": "flat",
"price": "$0.77 / 1k credits",
"monthly_usd": null
},
{
"provider": "scraper_crawler",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.1",
"monthly_usd": null
},
{
"provider": "scraper_crawler",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.005",
"monthly_usd": null
},
{
"provider": "scraper_crawler",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.007",
"monthly_usd": null
},
{
"provider": "scrapezy_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$29.00",
"monthly_usd": null
},
{
"provider": "scrapezy_mcp",
"tier": "pro",
"billing": "usage",
"unit": "flat",
"price": "$99.00",
"monthly_usd": null
},
{
"provider": "scrapezy_mcp",
"tier": "team_sme",
"billing": "usage",
"unit": "flat",
"price": "$199.00",
"monthly_usd": null
},
{
"provider": "scraping",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.07 CPM",
"monthly_usd": null
},
{
"provider": "scraping",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.35 CPM",
"monthly_usd": null
},
{
"provider": "scraping",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.69 CPM",
"monthly_usd": null
},
{
"provider": "scraping",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.04 CPM",
"monthly_usd": null
},
{
"provider": "scraping",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.69 CPM",
"monthly_usd": null
},
{
"provider": "scraping",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.35 CPM",
"monthly_usd": null
},
{
"provider": "scraping",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.04 CPM",
"monthly_usd": null
},
{
"provider": "snoopscan",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "~$1.20 per 1,000 credits",
"monthly_usd": null
},
{
"provider": "snoopscan",
"tier": "pro",
"billing": "usage",
"unit": "flat",
"price": "~$0.59 per 1,000 credits",
"monthly_usd": null
},
{
"provider": "snoopscan",
"tier": "team_sme",
"billing": "usage",
"unit": "flat",
"price": "~$0.50 per 1,000 credits",
"monthly_usd": null
},
{
"provider": "snoopscan",
"tier": "team_sme",
"billing": "usage",
"unit": "flat",
"price": "~$0.45 per 1,000 credits",
"monthly_usd": null
},
{
"provider": "sparkforge",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.02",
"monthly_usd": null
},
{
"provider": "sparkforge",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.03",
"monthly_usd": null
},
{
"provider": "sparkforge",
"tier": "pro",
"billing": "usage",
"unit": "flat",
"price": "$0.05",
"monthly_usd": null
},
{
"provider": "spider_cloud",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1/GB",
"monthly_usd": null
},
{
"provider": "toolsnap_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $0.02",
"monthly_usd": null
},
{
"provider": "web",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$2.50 per 1,000 credits",
"monthly_usd": null
},
{
"provider": "web_scraper",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.030 / session",
"monthly_usd": null
},
{
"provider": "web_scraper",
"tier": "pro",
"billing": "usage",
"unit": "flat",
"price": "$0.0065 / session",
"monthly_usd": null
},
{
"provider": "web_scraper",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.0065 / session",
"monthly_usd": null
},
{
"provider": "web_scraper",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.0065 / run",
"monthly_usd": null
},
{
"provider": "web_scraper",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.030 / session",
"monthly_usd": null
},
{
"provider": "zlurp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.005 per URL",
"monthly_usd": null
},
{
"provider": "zlurp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.015 per URL",
"monthly_usd": null
}
]
},
{
"billing": "usage",
"unit": "other_usage",
"count": 3,
"offers": [
{
"provider": "browse_ai",
"tier": "individual",
"billing": "usage",
"unit": "other_usage",
"price": "$0.024/credit",
"monthly_usd": null
},
{
"provider": "xcrawl",
"tier": "individual",
"billing": "usage",
"unit": "other_usage",
"price": "$0.007/Credit",
"monthly_usd": null
},
{
"provider": "xcrawl",
"tier": "individual",
"billing": "usage",
"unit": "other_usage",
"price": "$0.005/Credit",
"monthly_usd": null
}
]
},
{
"billing": "usage",
"unit": "per_call",
"count": 7,
"offers": [
{
"provider": "anakin",
"tier": "individual",
"billing": "usage",
"unit": "per_call",
"price": "1 / call",
"monthly_usd": null
},
{
"provider": "anakin",
"tier": "individual",
"billing": "usage",
"unit": "per_call",
"price": "3 / call",
"monthly_usd": null
},
{
"provider": "integuru",
"tier": "individual",
"billing": "usage",
"unit": "per_call",
"price": "$0.010/call",
"monthly_usd": null
},
{
"provider": "integuru",
"tier": "individual",
"billing": "usage",
"unit": "per_call",
"price": "$0.007/call",
"monthly_usd": null
},
{
"provider": "integuru",
"tier": "individual",
"billing": "usage",
"unit": "per_call",
"price": "$0.006/call",
"monthly_usd": null
},
{
"provider": "integuru",
"tier": "individual",
"billing": "usage",
"unit": "per_call",
"price": "$0.005/call",
"monthly_usd": null
},
{
"provider": "readr",
"tier": "individual",
"billing": "usage",
"unit": "per_call",
"price": "$0.005 USDC per call",
"monthly_usd": null
}
]
},
{
"billing": "unspecified_period",
"unit": "flat",
"count": 14,
"offers": [
{
"provider": "anakin",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "bluefield_data_api",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "crawio",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom volume-based pricing",
"monthly_usd": null
},
{
"provider": "fastcrw",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact Sales",
"monthly_usd": null
},
{
"provider": "integuru",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "konbiniapi_mcp",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact us",
"monthly_usd": null
},
{
"provider": "mindstudio_platform",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom Pricing",
"monthly_usd": null
},
{
"provider": "reefapi",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "priced on your volume",
"monthly_usd": null
},
{
"provider": "scrapegraphai",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "scrapfly_mcp",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "social_fetch",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "tikfly_mcp",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact Us",
"monthly_usd": null
},
{
"provider": "web_scraper",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom rates",
"monthly_usd": null
},
{
"provider": "webclaw",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "contact sales",
"monthly_usd": null
}
]
}
],
"coverage": {
"priced_providers": 62,
"normalized_observations": 136,
"comparable_providers": 47,
"strict_cohorts": 4,
"exclusion_reasons": {
"usage_not_monthly": 155,
"ambiguous_cadence": 14,
"one_time": 39,
"free_or_zero": 2,
"unrankable_or_unparseable": 1,
"range": 1
}
}
}
},
"quoteOnlyProvidersByTier": {
"individual": 1,
"pro": 0,
"team_sme": 0,
"enterprise": 12
},
"billingMix": {
"usage": 15,
"freemium": 33,
"subscription": 14,
"free": 8,
"contact_sales": 1,
"one-time": 1
},
"freeTierShare": 0.57,
"medianLowestUsd": 20
},
"movement": {
"niche": "web-scraping-agent",
"sector": "developer-tools-infra",
"pricedNow": 45,
"pairs": 43,
"repriced": [
{
"handle": "hydrafetch",
"from": 99,
"to": 25,
"pct": -74.7
},
{
"handle": "omniwatchguard",
"from": 10.08,
"to": 10.12,
"pct": 0.4
},
{
"handle": "foura_mcp",
"from": 19.05,
"to": 19.11,
"pct": 0.3
}
],
"newlyPriced": [
"scraper_crawler",
"mapsdata"
],
"droppedFromPriced": [],
"likeForLikePct": -3.1,
"kind": "mixed",
"narrative": "Repricing + composition: 3 agents repriced — 2 up, 1 down; 2 newly published pricing."
},
"index_series": {
"series": [
{
"day": "2026-09-19",
"index": 103.324,
"pairs": 76,
"dayChangePct": 0
},
{
"day": "2026-09-20",
"index": 103.324,
"pairs": 76,
"dayChangePct": 0
},
{
"day": "2026-09-21",
"index": 103.324,
"pairs": 81,
"dayChangePct": 0
},
{
"day": "2026-09-22",
"index": 103.324,
"pairs": 77,
"dayChangePct": 0
},
{
"day": "2026-09-23",
"index": 103.324,
"pairs": 85,
"dayChangePct": 0
},
{
"day": "2026-09-24",
"index": 103.324,
"pairs": 83,
"dayChangePct": 0
},
{
"day": "2026-09-25",
"index": 103.324,
"pairs": 83,
"dayChangePct": 0
},
{
"day": "2026-09-26",
"index": 103.324,
"pairs": 73,
"dayChangePct": 0
},
{
"day": "2026-09-27",
"index": 103.324,
"pairs": 73,
"dayChangePct": 0
},
{
"day": "2026-09-28",
"index": 103.324,
"pairs": 77,
"dayChangePct": 0
},
{
"day": "2026-09-29",
"index": 103.324,
"pairs": 76,
"dayChangePct": 0
},
{
"day": "2026-09-30",
"index": 103.324,
"pairs": 76,
"dayChangePct": 0
},
{
"day": "2026-10-01",
"index": 103.324,
"pairs": 74,
"dayChangePct": 0
},
{
"day": "2026-10-02",
"index": 103.324,
"pairs": 69,
"dayChangePct": 0
},
{
"day": "2026-10-03",
"index": 103.324,
"pairs": 69,
"dayChangePct": 0
},
{
"day": "2026-10-04",
"index": 103.324,
"pairs": 71,
"dayChangePct": 0
},
{
"day": "2026-10-05",
"index": 103.324,
"pairs": 73,
"dayChangePct": 0
},
{
"day": "2026-10-06",
"index": 103.324,
"pairs": 75,
"dayChangePct": 0
},
{
"day": "2026-10-07",
"index": 103.324,
"pairs": 75,
"dayChangePct": 0
},
{
"day": "2026-10-08",
"index": 103.324,
"pairs": 75,
"dayChangePct": 0
},
{
"day": "2026-10-09",
"index": 103.324,
"pairs": 74,
"dayChangePct": 0
},
{
"day": "2026-10-10",
"index": 103.324,
"pairs": 82,
"dayChangePct": 0
},
{
"day": "2026-10-11",
"index": 103.324,
"pairs": 84,
"dayChangePct": 0
},
{
"day": "2026-10-12",
"index": 103.324,
"pairs": 84,
"dayChangePct": 0
},
{
"day": "2026-10-13",
"index": 103.324,
"pairs": 87,
"dayChangePct": 0
},
{
"day": "2026-10-14",
"index": 103.324,
"pairs": 88,
"dayChangePct": 0
},
{
"day": "2026-10-15",
"index": 103.324,
"pairs": 91,
"dayChangePct": 0
},
{
"day": "2026-10-16",
"index": 103.324,
"pairs": 92,
"dayChangePct": 0
},
{
"day": "2026-10-17",
"index": 103.324,
"pairs": 98,
"dayChangePct": 0
},
{
"day": "2026-10-18",
"index": 103.324,
"pairs": 88,
"dayChangePct": 0
}
],
"latest": 103.324,
"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": "agentscrape",
"name": "AgentScrape",
"url": "https://agent-scrape.healingsunhaven.workers.dev",
"short_summary": "web scraping, structured data extraction, screenshots, and metadata extraction",
"price": {
"commercial": {
"rates": [
{
"line": "AgentScrape API",
"per": "per call",
"text": "$0 per call"
}
],
"currency": "USD",
"lines": [
{
"name": "AgentScrape API",
"price": "$0.001 per call",
"kind": "usage_rate",
"unit": "call",
"billed": "usage"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "$0 per call (usage-based)",
"summary": "$0 per call (usage-based). AgentScrape charges $0.001 per API call across its web scraping and browser tools, with 10 free calls per wallet every 30 days."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "anyapi",
"name": "AnyAPI",
"url": "https://getanyapi.com",
"short_summary": "provides unified access to 1,200+ scraping and data APIs through a single gateway",
"price": {
"commercial": {
"rates": [
{
"line": "X / Twitter",
"per": "per 1k req",
"text": "$0.1 per 1k req"
},
{
"line": "Instagram",
"per": "per 1k req",
"text": "$0.5 per 1k req"
},
{
"line": "LinkedIn",
"per": "per 1k req",
"text": "$0.66 per 1k req"
},
{
"line": "Facebook",
"per": "per 1k req",
"text": "$1.1 per 1k req"
},
{
"line": "TikTok",
"per": "per 1k req",
"text": "$0.4 per 1k req"
},
{
"line": "Reddit",
"per": "per 1k req",
"text": "$0.3 per 1k req"
},
{
"line": "Google",
"per": "per 1k req",
"text": "$0.4 per 1k req"
},
{
"line": "Web Scraping",
"per": "per 1k req",
"text": "$0.7 per 1k req"
},
{
"line": "Google Ads",
"per": "per 1k req",
"text": "$0.85 per 1k req"
},
{
"line": "SEO",
"per": "per 1k req",
"text": "$1.5 per 1k req"
},
{
"line": "ChatGPT",
"per": "per 1k req",
"text": "$1.8 per 1k req"
},
{
"line": "Similarweb",
"per": "per 1k req",
"text": "$1.67 per 1k req"
},
{
"line": "Email Tools",
"per": "per 1k req",
"text": "$6.6 per 1k req"
},
{
"line": "Apollo",
"per": "per 1k req",
"text": "$10 per 1k req"
},
{
"line": "People Search",
"per": "per 1k req",
"text": "$0.5 per 1k req"
},
{
"line": "Email Finding",
"per": "per 1k req",
"text": "$1 per 1k req"
},
{
"line": "Person Enrichment",
"per": "per 1k req",
"text": "$7.2 per 1k req"
},
{
"line": "Social Profiles",
"per": "per 1k result",
"text": "$2.31 per 1k result"
},
{
"line": "Google Maps",
"per": "per 1k req",
"text": "$1.3 per 1k req"
},
{
"line": "GitHub",
"per": "per 1k req",
"text": "$1.2 per 1k req"
},
{
"line": "Zillow",
"per": "per 1k req",
"text": "$0.8 per 1k req"
},
{
"line": "Upwork",
"per": "per 1k req",
"text": "$7 per 1k req"
},
{
"line": "Indeed",
"per": "per 1k result",
"text": "$0.13 per 1k result"
},
{
"line": "Glassdoor",
"per": "per 1k req",
"text": "$7 per 1k req"
},
{
"line": "YouTube",
"per": "per 1k req",
"text": "$0.45 per 1k req"
}
],
"currency": "USD",
"lines": [
{
"name": "X / Twitter",
"price": "from $0.10 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Instagram",
"price": "from $0.50 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "LinkedIn",
"price": "from $0.66 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Facebook",
"price": "from $1.10 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "TikTok",
"price": "from $0.40 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Reddit",
"price": "from $0.30 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Google",
"price": "from $0.40 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Web Scraping",
"price": "from $0.70 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Google Ads",
"price": "from $0.85 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "SEO",
"price": "from $1.50 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "ChatGPT",
"price": "from $1.80 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Similarweb",
"price": "from $1.67 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Email Tools",
"price": "from $6.60 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Apollo",
"price": "from $10.00 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "People Search",
"price": "from $0.50 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Email Finding",
"price": "from $1.00 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Person Enrichment",
"price": "from $7.20 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Social Profiles",
"price": "from $2.31 /1k results",
"kind": "usage_rate",
"unit": "1k result",
"billed": "usage"
},
{
"name": "Google Maps",
"price": "from $1.30 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "GitHub",
"price": "from $1.20 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Zillow",
"price": "from $0.80 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Upwork",
"price": "from $7.00 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Indeed",
"price": "from $0.132 /1k results",
"kind": "usage_rate",
"unit": "1k result",
"billed": "usage"
},
{
"name": "Glassdoor",
"price": "from $7.00 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "YouTube",
"price": "from $0.45 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "$0.1 per 1k req; $0.5 per 1k req (usage-based)",
"summary": "$0.1 per 1k req; $0.5 per 1k req (usage-based). AnyAPI publicly lists usage-based API rates starting at $0.10 per 1,000 requests, with no subscription plans and approximately 160 free requests advertised for onboarding."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "apify_mcp",
"name": "Apify",
"url": "https://mcp.apify.com",
"short_summary": "connects AI agents with web scraping, data extraction, and automation tools",
"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": "coreclaw",
"name": "Coreclaw",
"url": "https://docs.coreclaw.com/zh-cn/integrations/ai/mcp",
"short_summary": "enables AI applications to interact with CoreClaw platform to search scrapers, run them with custom parameters, and retrieve structured data",
"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": "crawlforge_mcp",
"name": "crawlforge-mcp",
"url": "https://www.crawlforge.dev/",
"short_summary": "web scraping, data extraction, and AI-ready content processing with 23 specialized tools including deep research, structured data extraction, and anti-bot dete…",
"price": {
"commercial": {
"entry_offer": {
"line": "Hobby",
"monthly_native": 16,
"monthly_usd": 16,
"commitment": "monthly",
"basis": "$16/month",
"billing_verified": true
},
"annual_option": {
"line": "Hobby (annual billing)",
"monthly_equivalent_native": 15.83,
"total_native": 190
},
"currency": "USD",
"notes": [
"other prices: One-time credit packs $3 (one-time)"
],
"lines": [
{
"name": "Free",
"price": "$0/month",
"kind": "free",
"billed": "monthly"
},
{
"name": "Hobby",
"price": "$16/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Hobby (annual billing)",
"price": "$190/year billed yearly",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Professional",
"price": "$83/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Professional (annual billing)",
"price": "$990/year billed yearly",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Business",
"price": "$333/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Business (annual billing)",
"price": "$3,990/year billed yearly",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "One-time credit packs",
"price": "$3",
"kind": "one_off",
"billed": "one_off"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 16,
"monthly_usd": 16,
"headline": "Free plan; paid from $16/mo; $15.83/mo equivalent billed annually",
"summary": "Free plan; paid from $16/mo; $15.83/mo equivalent billed annually. CrawlForge offers a permanent free tier with 1,000 one-time credits, paid monthly subscriptions from $16/month, annual billing options, and one-time credit packs starting at $3."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "crawlora",
"name": "Crawlora",
"url": "https://crawlora.net/",
"short_summary": "provides structured web data extraction from 476+ endpoints across search, maps, commerce, social, finance, travel, app stores, and reviews",
"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": "Growth",
"price": "$29/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$79/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Business",
"price": "$199/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Unspecified plan",
"price": "$499/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. Crawlora offers a free tier with 2,000 monthly credits and paid monthly plans starting at $9, with usage billed through endpoint-weighted credits and successful 2xx responses."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "firecrawl",
"name": "Firecrawl Agent",
"url": "https://firecrawl.dev/agent",
"short_summary": "extracts structured data from across the web based on a natural-language prompt describing what data to gather",
"price": {
"commercial": {
"entry_offer": {
"line": "Hobby",
"monthly_native": 19,
"monthly_usd": 19,
"commitment": "monthly",
"basis": "$19/month",
"billing_verified": true
},
"annual_option": {
"line": "Hobby (annual billing)",
"monthly_equivalent_native": 16,
"total_native": 192
},
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "Free",
"kind": "free",
"billed": "monthly"
},
{
"name": "Hobby",
"price": "$19/month billed monthly",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Hobby (annual billing)",
"price": "$16/month billed annually",
"kind": "base_subscription",
"billed": "annually"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 19,
"monthly_usd": 19,
"headline": "Free plan; paid from $19/mo; $16/mo equivalent billed annually",
"summary": "Free plan; paid from $19/mo; $16/mo equivalent billed annually. Firecrawl offers a free tier with 1,000 monthly credits, while the Hobby plan costs $19 per month or $16 per month when billed annually."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "github_firecrawlfirecrawl_the_",
"name": "Github Firecrawlfirecrawl The",
"url": "https://github.com/firecrawl/firecrawl",
"short_summary": "searches, scrapes, and interacts with the web to extract content and turn it into clean Markdown or structured data for AI agents",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No reliable public pricing was identified in the supplied homepage content."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "glim",
"name": "glim.sh",
"url": "https://glim.sh",
"short_summary": "provides live data access from web sources",
"price": {
"commercial": {
"rates": [
{
"line": "Usage rate",
"per": "per request",
"text": "$0 per request"
},
{
"line": "Usage rate",
"per": "per request",
"text": "$0 per request"
},
{
"line": "Usage rate",
"per": "per request",
"text": "$0 per request"
},
{
"line": "Usage rate",
"per": "per request",
"text": "$0.01 per request"
},
{
"line": "Usage rate",
"per": "per request",
"text": "$0.01 per request"
},
{
"line": "Usage rate",
"per": "per request",
"text": "$0.01 per request"
},
{
"line": "Usage rate",
"per": "per request",
"text": "$0.06 per request"
}
],
"currency": "USD",
"lines": [
{
"name": "Usage rate",
"price": "$0.001",
"kind": "usage_rate",
"unit": "request",
"billed": "usage"
},
{
"name": "Usage rate",
"price": "$0.002",
"kind": "usage_rate",
"unit": "request",
"billed": "usage"
},
{
"name": "Usage rate",
"price": "$0.004",
"kind": "usage_rate",
"unit": "request",
"billed": "usage"
},
{
"name": "Usage rate",
"price": "$0.005",
"kind": "usage_rate",
"unit": "request",
"billed": "usage"
},
{
"name": "Usage rate",
"price": "$0.010",
"kind": "usage_rate",
"unit": "request",
"billed": "usage"
},
{
"name": "Usage rate",
"price": "$0.01",
"kind": "usage_rate",
"unit": "request",
"billed": "usage"
},
{
"name": "Usage rate",
"price": "$0.06",
"kind": "usage_rate",
"unit": "request",
"billed": "usage"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "$0 per request; $0.01 per request (usage-based)",
"summary": "$0 per request; $0.01 per request (usage-based). Glim charges usage rates per agent request with balance top-ups and no subscription or minimum commitment."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "konbiniapi_mcp",
"name": "KonbiniAPI",
"url": "https://konbiniapi.com",
"short_summary": "provides AI agents access to social media data from Instagram, TikTok, X, and Reddit",
"price": {
"commercial": {
"entry_offer": {
"line": "Plus",
"monthly_native": 49,
"monthly_usd": 49,
"commitment": "monthly",
"basis": "$49/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "$0/mo",
"kind": "free",
"billed": "monthly"
},
{
"name": "Plus",
"price": "$49/ month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$99/ month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Max",
"price": "$199/ month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Ultra",
"price": "$499/ month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Custom",
"price": "Contact us",
"kind": "custom"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 49,
"monthly_usd": 49,
"headline": "Free plan; paid from $49/mo",
"summary": "Free plan; paid from $49/mo. KonbiniAPI offers a free tier with 100 one-time credits and monthly plans from $49 to $499 with included credits and access to four social platforms."
},
"evidence_quality": "high",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "agentlimb",
"name": "Agentlimb",
"url": "https://agentlimb.com/",
"short_summary": "Records browser tasks once as reusable 'muscles' and replays them so AI tools can drive the real Chrome browser with fewer tokens",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "AgentLimb",
"price": "0USD",
"kind": "free",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Free. AgentLimb is presented as an open-source, locally run product with a listed price of 0USD and no paid plans publicly shown."
},
"home_niche": "browser-automation-agent",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "agentsmith",
"name": "AgentSmith",
"url": "https://agentsmith.so/",
"short_summary": "automates web browser tasks like clicks, form filling, navigation, scraping, and multi-step workflows from natural language",
"price": {
"commercial": {
"entry_offer": {
"line": "Starter",
"monthly_native": 9.99,
"monthly_usd": 9.99,
"commitment": "monthly",
"basis": "$9.99/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Starter",
"price": "$9.99/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$29.99/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Custom",
"price": "Let's talk",
"kind": "unknown"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 9.99,
"monthly_usd": 9.99,
"headline": "From $9.99/mo",
"summary": "From $9.99/mo. AgentSmith offers Starter at $9.99/month and Pro at $29.99/month, while Custom pricing requires contacting the company."
},
"home_niche": "browser-automation-agent",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "autonoly",
"name": "Autonoly",
"url": "https://autonoly.com/kn/locations/spokane/telemedicine-integration",
"short_summary": "AI automation platform offering ready-made AI agents for web scraping, lead generation, market research, and workflow automation. Connects apps, manages data p…",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "$0",
"kind": "free",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Free. Autonoly offers a permanent free plan with 500 monthly credits and describes additional credit-based paid and enterprise pricing."
},
"home_niche": "business-process-automation",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "cloud_bot_operator",
"name": "Cloud BOT Operator",
"url": "https://www.c-bot.pro/en/operator/",
"short_summary": "automatically performs browser operations (clicking, data entry, copy-and-paste, data processing and extraction) based on natural language instructions as part…",
"price": {
"commercial": {
"entry_offer": {
"line": "Transactions - 1000 TX",
"monthly_native": 10,
"monthly_usd": 10,
"commitment": "monthly",
"basis": "$10/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Community",
"price": "$0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Lite",
"price": "$50(exc.tax)/ month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Basic",
"price": "$150(exc.tax)/ month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$500 (exc.tax)/ month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "On-Demand",
"price": "$10(exc.tax)/ month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Personal",
"price": "$10(exc.tax)/ month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Transactions - 1000 TX",
"price": "$10 (exc.tax)/ month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Transactions - 3000 TX",
"price": "$27 (exc.tax)/ month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Transactions - 5000 TX",
"price": "$45 (exc.tax)/ month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Transactions - 10000 TX",
"price": "$80 (exc.tax)/ month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Transactions - 30000 TX",
"price": "$210 (exc.tax)/ month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Transactions - 50000 TX",
"price": "$350 (exc.tax)/ month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Transactions - 100000 TX",
"price": "$600 (exc.tax)/ month",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 10,
"monthly_usd": 10,
"headline": "Free plan; paid from $10/mo",
"summary": "Free plan; paid from $10/mo. Cloud BOT offers a permanently free Community plan and paid monthly plans starting at $10 before tax, with higher tiers and transaction options available."
},
"home_niche": "browser-automation-agent",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "induced_ai",
"name": "Induced AI Platform",
"url": "https://www.induced.ai/",
"short_summary": "automates tasks and interacts with websites and applications, with human-in-the-loop steps",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"home_niche": "agent-builder-no-code",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "jina_mcp_server",
"name": "Jina",
"url": "https://mcp.jina.ai",
"short_summary": "Model Context Protocol server providing web search, academic paper search, content extraction, screenshot capture, and document processing tools for AI agents.",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"home_niche": "web-search-api",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "lead_gen_google_maps",
"name": "Lead Gen Google Maps",
"url": "https://github.com/Awaisali36/Lead-Generation-System-using-Google-Map",
"short_summary": "Conversational AI agent that extracts and enriches B2B leads from Google Maps via natural language chat. Automates scraping, email enrichment, and Google Sheet…",
"price": {
"commercial": {
"entry_offer": {
"line": "Unlabeled monthly plan",
"monthly_native": 20,
"monthly_usd": 20,
"commitment": "monthly",
"basis": "$20/month",
"billing_verified": true
},
"rates": [
{
"line": "Unlabeled usage rate",
"per": "per unit",
"text": "$0.01 per unit"
},
{
"line": "Unlabeled usage rate",
"per": "per unit",
"text": "$0.01 per unit"
},
{
"line": "Unlabeled usage rate",
"per": "per unit",
"text": "$0.5 per unit"
}
],
"currency": "USD",
"lines": [
{
"name": "Unlabeled monthly plan",
"price": "$20/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Unlabeled monthly plan",
"price": "$50/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Unlabeled usage rate",
"price": "$0.01",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Unlabeled usage rate",
"price": "$0.005",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Unlabeled usage rate",
"price": "$0.50",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 20,
"monthly_usd": 20,
"headline": "From $20/mo",
"summary": "From $20/mo. The homepage exposes monthly prices of $20/mo and $50/mo, along with additional usage-rate figures whose units are not specified in the supplied context."
},
"home_niche": "outbound-sales-sdr",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "manus_browser_operator",
"name": "Manus Browser Operator",
"url": "https://manus.im/blog/manus-browser-operator",
"short_summary": "operates within the user's local browser to automate complex multi-step web workflows such as cross-referencing market data, synthesizing reports, extracting i…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "The pricing page is publicly accessible, but no plan prices or billing amounts are shown in the supplied content."
},
"home_niche": "browser-automation-agent",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/web-scraping-agent",
"summary": {
"niche": "web-scraping-agent",
"sector": "developer-tools-infra",
"pricing_by_provider_type": {
"headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Pro median $55/mo (20 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": 20,
"reliability": "high",
"median": 54.5,
"p25": 37.38,
"p75": 87,
"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": 16,
"reliability": "high",
"median": 211.5,
"p25": 124,
"p75": 302.25,
"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": 15,
"reliability": "high",
"median": 16,
"p25": 13.75,
"p75": 29,
"status": "ok"
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "individual",
"buyer_tier_label": "Individual",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 14,
"reliability": "high",
"median": 19.5,
"p25": 19,
"p75": 34.84,
"status": "ok"
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "team_sme",
"buyer_tier_label": "Team / SME",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 12,
"reliability": "high",
"median": 212,
"p25": 151.5,
"p75": 349,
"status": "ok"
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "pro",
"buyer_tier_label": "Pro",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 10,
"reliability": "medium",
"median": 64,
"p25": 43.1,
"p75": 99,
"status": "ok"
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "enterprise",
"buyer_tier_label": "Enterprise",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 5,
"reliability": "medium",
"median": 1500,
"p25": 1100,
"p75": 1500,
"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": 4,
"reliability": "low",
"median": 1000,
"p25": null,
"p75": null,
"status": "median_only"
}
],
"warnings": [],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "web-scraping-agent"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/web-scraping-agent",
"counts": {
"listings_with_price_capture": 146,
"listings_with_observed_public_price": 72,
"providers_with_numeric_monthly_price_latest_scan": 45,
"like_for_like_comparable_pairs": 43
},
"movement": {
"d": {
"published": false,
"value_pct": null,
"held_reason": null
},
"w": {
"published": false,
"value_pct": null,
"held_reason": null
},
"m": {
"published": false,
"value_pct": null,
"held_reason": null
}
},
"pricing_version": "cohorts-1",
"pricing_status": "ok",
"pricing_by_tier": [
{
"tier": "individual",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 19,
"provider_count": 29,
"plan_observation_count": 34,
"data_confidence": 1,
"data_confidence_basis": {
"provider_component": 1,
"observation_component": 1,
"provider_count": 29,
"plan_observation_count": 34
},
"reliability": "high",
"members": [
{
"provider": "xcrawl",
"usd": 8
},
{
"provider": "crawlora",
"usd": 9
},
{
"provider": "omniwatchguard",
"usd": 10.26
},
{
"provider": "fastcrw",
"usd": 11
},
{
"provider": "snoopscan",
"usd": 12
},
{
"provider": "scraper_crawler",
"usd": 12.5
},
{
"provider": "mapsdata",
"usd": 15
},
{
"provider": "skrapeai_skrape_mcp",
"usd": 15
},
{
"provider": "veed_crawl",
"usd": 15
},
{
"provider": "crawlforge_mcp",
"usd": 16
},
{
"provider": "firecrawl",
"usd": 19
},
{
"provider": "gmapsscraper",
"usd": 19
},
{
"provider": "context_dev",
"usd": 19
},
{
"provider": "webclaw",
"usd": 19
},
{
"provider": "browse_ai",
"usd": 19
},
{
"provider": "firecrawl_mcp",
"usd": 19
},
{
"provider": "foura_mcp",
"usd": 19.38
},
{
"provider": "scrapegraphai",
"usd": 20
},
{
"provider": "mindstudio_platform",
"usd": 20
},
{
"provider": "mesharc",
"usd": 29
},
{
"provider": "social_fetch",
"usd": 29
},
{
"provider": "crawio",
"usd": 29
},
{
"provider": "ai_people_search",
"usd": 36.79
},
{
"provider": "twitch_scraper_ai",
"usd": 39.64
},
{
"provider": "mcp_server_dumplingai",
"usd": 40
},
{
"provider": "scrapi_mcp",
"usd": 49
},
{
"provider": "oxylabs_mcp",
"usd": 65
},
{
"provider": "oxylabs",
"usd": 65
},
{
"provider": "crawlbase",
"usd": 99
}
],
"p25": 15,
"p75": 29
},
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 59,
"provider_count": 30,
"plan_observation_count": 43,
"data_confidence": 1,
"data_confidence_basis": {
"provider_component": 1,
"observation_component": 1,
"provider_count": 30,
"plan_observation_count": 43
},
"reliability": "high",
"members": [
{
"provider": "robotsgate",
"usd": 9
},
{
"provider": "bluefield_data_api",
"usd": 19
},
{
"provider": "anakin",
"usd": 19
},
{
"provider": "omniwatchguard",
"usd": 28.5
},
{
"provider": "mercury_web_fetch",
"usd": 29
},
{
"provider": "tooltrace",
"usd": 29.5
},
{
"provider": "reefapi",
"usd": 32.5
},
{
"provider": "mapsdata",
"usd": 39
},
{
"provider": "veed_crawl",
"usd": 39
},
{
"provider": "gmapsscraper",
"usd": 41.13
},
{
"provider": "hydrafetch",
"usd": 49
},
{
"provider": "xcrawl",
"usd": 49
},
{
"provider": "tikfly_mcp",
"usd": 49.99
},
{
"provider": "scraper_crawler",
"usd": 50
},
{
"provider": "fastcrw",
"usd": 59
},
{
"provider": "snoopscan",
"usd": 59
},
{
"provider": "scrapfly_mcp",
"usd": 65
},
{
"provider": "foura_mcp",
"usd": 68.4
},
{
"provider": "crawlora",
"usd": 79
},
{
"provider": "crawlforge_mcp",
"usd": 83
},
{
"provider": "agentql_mcp",
"usd": 99
},
{
"provider": "context_dev",
"usd": 99
},
{
"provider": "konbiniapi_mcp",
"usd": 99
},
{
"provider": "webclaw",
"usd": 99
},
{
"provider": "mcp_server_dumplingai",
"usd": 124
},
{
"provider": "skrapeai_skrape_mcp",
"usd": 250
},
{
"provider": "browse_ai",
"usd": 284.5
},
{
"provider": "spider_cloud",
"usd": 350
},
{
"provider": "scrapegraphai",
"usd": 500
},
{
"provider": "geonode_scraper",
"usd": 1400
}
],
"p25": 39,
"p75": 99
},
{
"tier": "team_sme",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 224,
"provider_count": 27,
"plan_observation_count": 46,
"data_confidence": 1,
"data_confidence_basis": {
"provider_component": 1,
"observation_component": 1,
"provider_count": 27,
"plan_observation_count": 46
},
"reliability": "high",
"members": [
{
"provider": "skrapeai_skrape_mcp",
"usd": 50
},
{
"provider": "puremd_mcp",
"usd": 59
},
{
"provider": "omniwatchguard",
"usd": 68.4
},
{
"provider": "mapsdata",
"usd": 79
},
{
"provider": "scrapegraphai",
"usd": 100
},
{
"provider": "scrapi_mcp",
"usd": 139
},
{
"provider": "social_fetch",
"usd": 152
},
{
"provider": "foura_mcp",
"usd": 171
},
{
"provider": "crawio",
"usd": 174
},
{
"provider": "crawlora",
"usd": 199
},
{
"provider": "mercury_web_fetch",
"usd": 199
},
{
"provider": "ensembledata",
"usd": 200
},
{
"provider": "mesharc",
"usd": 224
},
{
"provider": "webclaw",
"usd": 224
},
{
"provider": "mcp_server_dumplingai",
"usd": 249
},
{
"provider": "scrapfly_mcp",
"usd": 250
},
{
"provider": "bluefield_data_api",
"usd": 299
},
{
"provider": "anakin",
"usd": 300
},
{
"provider": "hydrafetch",
"usd": 309
},
{
"provider": "crawlforge_mcp",
"usd": 333
},
{
"provider": "crawlbase",
"usd": 349
},
{
"provider": "snoopscan",
"usd": 349
},
{
"provider": "xcrawl",
"usd": 349
},
{
"provider": "fastcrw",
"usd": 352
},
{
"provider": "context_dev",
"usd": 399
},
{
"provider": "integuru",
"usd": 499
},
{
"provider": "konbiniapi_mcp",
"usd": 499
}
],
"p25": 161.5,
"p75": 341
},
{
"tier": "enterprise",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 1500,
"provider_count": 9,
"plan_observation_count": 12,
"data_confidence": 0.72,
"data_confidence_basis": {
"provider_component": 0.75,
"observation_component": 0.6,
"provider_count": 9,
"plan_observation_count": 12
},
"reliability": "medium",
"members": [
{
"provider": "reefapi",
"usd": 200
},
{
"provider": "scrapfly_mcp",
"usd": 500
},
{
"provider": "xcrawl",
"usd": 999
},
{
"provider": "ensembledata",
"usd": 1100
},
{
"provider": "mesharc",
"usd": 1500
},
{
"provider": "mercury_web_fetch",
"usd": 1500
},
{
"provider": "oxylabs_mcp",
"usd": 1500
},
{
"provider": "oxylabs",
"usd": 1500
},
{
"provider": "tilion",
"usd": 2000
}
],
"p25": 999,
"p75": 1500
}
],
"pricing_coverage": {
"listings_with_price_capture": 146,
"listings_with_observed_public_price": 72,
"normalized_observations": 136,
"comparable_providers": 47,
"strict_cohorts": 4,
"exclusion_reasons": {
"usage_not_monthly": 155,
"ambiguous_cadence": 14,
"one_time": 39,
"free_or_zero": 2,
"unrankable_or_unparseable": 1,
"range": 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": {
"usage_not_monthly": 155,
"ambiguous_cadence": 14,
"one_time": 39,
"free_or_zero": 2,
"unrankable_or_unparseable": 1,
"range": 1
},
"billing_mix": {
"usage": 15,
"freemium": 33,
"subscription": 14,
"free": 8,
"contact_sales": 1,
"one-time": 1
},
"free_tier_share": 0.57,
"top_providers": [
{
"agent_id": "agentscrape",
"name": "AgentScrape",
"price": {
"commercial": {
"rates": [
{
"line": "AgentScrape API",
"per": "per call",
"text": "$0 per call"
}
],
"currency": "USD",
"lines": [
{
"name": "AgentScrape API",
"price": "$0.001 per call",
"kind": "usage_rate",
"unit": "call",
"billed": "usage"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "$0 per call (usage-based)",
"summary": "$0 per call (usage-based). AgentScrape charges $0.001 per API call across its web scraping and browser tools, with 10 free calls per wallet every 30 days."
},
"observed": true
},
{
"agent_id": "anyapi",
"name": "AnyAPI",
"price": {
"commercial": {
"rates": [
{
"line": "X / Twitter",
"per": "per 1k req",
"text": "$0.1 per 1k req"
},
{
"line": "Instagram",
"per": "per 1k req",
"text": "$0.5 per 1k req"
},
{
"line": "LinkedIn",
"per": "per 1k req",
"text": "$0.66 per 1k req"
},
{
"line": "Facebook",
"per": "per 1k req",
"text": "$1.1 per 1k req"
},
{
"line": "TikTok",
"per": "per 1k req",
"text": "$0.4 per 1k req"
},
{
"line": "Reddit",
"per": "per 1k req",
"text": "$0.3 per 1k req"
},
{
"line": "Google",
"per": "per 1k req",
"text": "$0.4 per 1k req"
},
{
"line": "Web Scraping",
"per": "per 1k req",
"text": "$0.7 per 1k req"
},
{
"line": "Google Ads",
"per": "per 1k req",
"text": "$0.85 per 1k req"
},
{
"line": "SEO",
"per": "per 1k req",
"text": "$1.5 per 1k req"
},
{
"line": "ChatGPT",
"per": "per 1k req",
"text": "$1.8 per 1k req"
},
{
"line": "Similarweb",
"per": "per 1k req",
"text": "$1.67 per 1k req"
},
{
"line": "Email Tools",
"per": "per 1k req",
"text": "$6.6 per 1k req"
},
{
"line": "Apollo",
"per": "per 1k req",
"text": "$10 per 1k req"
},
{
"line": "People Search",
"per": "per 1k req",
"text": "$0.5 per 1k req"
},
{
"line": "Email Finding",
"per": "per 1k req",
"text": "$1 per 1k req"
},
{
"line": "Person Enrichment",
"per": "per 1k req",
"text": "$7.2 per 1k req"
},
{
"line": "Social Profiles",
"per": "per 1k result",
"text": "$2.31 per 1k result"
},
{
"line": "Google Maps",
"per": "per 1k req",
"text": "$1.3 per 1k req"
},
{
"line": "GitHub",
"per": "per 1k req",
"text": "$1.2 per 1k req"
},
{
"line": "Zillow",
"per": "per 1k req",
"text": "$0.8 per 1k req"
},
{
"line": "Upwork",
"per": "per 1k req",
"text": "$7 per 1k req"
},
{
"line": "Indeed",
"per": "per 1k result",
"text": "$0.13 per 1k result"
},
{
"line": "Glassdoor",
"per": "per 1k req",
"text": "$7 per 1k req"
},
{
"line": "YouTube",
"per": "per 1k req",
"text": "$0.45 per 1k req"
}
],
"currency": "USD",
"lines": [
{
"name": "X / Twitter",
"price": "from $0.10 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Instagram",
"price": "from $0.50 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "LinkedIn",
"price": "from $0.66 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Facebook",
"price": "from $1.10 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "TikTok",
"price": "from $0.40 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Reddit",
"price": "from $0.30 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Google",
"price": "from $0.40 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Web Scraping",
"price": "from $0.70 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Google Ads",
"price": "from $0.85 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "SEO",
"price": "from $1.50 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "ChatGPT",
"price": "from $1.80 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Similarweb",
"price": "from $1.67 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Email Tools",
"price": "from $6.60 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Apollo",
"price": "from $10.00 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "People Search",
"price": "from $0.50 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Email Finding",
"price": "from $1.00 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Person Enrichment",
"price": "from $7.20 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Social Profiles",
"price": "from $2.31 /1k results",
"kind": "usage_rate",
"unit": "1k result",
"billed": "usage"
},
{
"name": "Google Maps",
"price": "from $1.30 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "GitHub",
"price": "from $1.20 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Zillow",
"price": "from $0.80 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Upwork",
"price": "from $7.00 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "Indeed",
"price": "from $0.132 /1k results",
"kind": "usage_rate",
"unit": "1k result",
"billed": "usage"
},
{
"name": "Glassdoor",
"price": "from $7.00 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
},
{
"name": "YouTube",
"price": "from $0.45 /1k req",
"kind": "usage_rate",
"unit": "1k req",
"billed": "usage"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "$0.1 per 1k req; $0.5 per 1k req (usage-based)",
"summary": "$0.1 per 1k req; $0.5 per 1k req (usage-based). AnyAPI publicly lists usage-based API rates starting at $0.10 per 1,000 requests, with no subscription plans and approximately 160 free requests advertised for onboarding."
},
"observed": true
},
{
"agent_id": "apify_mcp",
"name": "Apify",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"observed": false
},
{
"agent_id": "coreclaw",
"name": "Coreclaw",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"observed": false
},
{
"agent_id": "crawlforge_mcp",
"name": "crawlforge-mcp",
"price": {
"commercial": {
"entry_offer": {
"line": "Hobby",
"monthly_native": 16,
"monthly_usd": 16,
"commitment": "monthly",
"basis": "$16/month",
"billing_verified": true
},
"annual_option": {
"line": "Hobby (annual billing)",
"monthly_equivalent_native": 15.83,
"total_native": 190
},
"currency": "USD",
"notes": [
"other prices: One-time credit packs $3 (one-time)"
],
"lines": [
{
"name": "Free",
"price": "$0/month",
"kind": "free",
"billed": "monthly"
},
{
"name": "Hobby",
"price": "$16/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Hobby (annual billing)",
"price": "$190/year billed yearly",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Professional",
"price": "$83/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Professional (annual billing)",
"price": "$990/year billed yearly",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "Business",
"price": "$333/month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Business (annual billing)",
"price": "$3,990/year billed yearly",
"kind": "base_subscription",
"billed": "annually"
},
{
"name": "One-time credit packs",
"price": "$3",
"kind": "one_off",
"billed": "one_off"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 16,
"monthly_usd": 16,
"headline": "Free plan; paid from $16/mo; $15.83/mo equivalent billed annually",
"summary": "Free plan; paid from $16/mo; $15.83/mo equivalent billed annually. CrawlForge offers a permanent free tier with 1,000 one-time credits, paid monthly subscriptions from $16/month, annual billing options, and one-time credit packs starting at $3."
},
"observed": true
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "web-scraping-agent"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "web-scraping-agent",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "agentscrape"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "agentscrape"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
59 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
Crawloraprovides structured web data extraction from 476+ endpoints across search, maps, commerce, social, finance, travel, app stores, and reviews
Firecrawl Agentextracts structured data from across the web based on a natural-language prompt describing what data to gather
Dumpling AI MCP Serverprovides unified API for web scraping, search, document extraction, social media data, and enrichment capabilities
pure.md MCP serverconverts web content to markdown format for AI agents and developers
ScrapeGraphAIextracts structured data from any website via API (scrape, extract, search, crawl, monitor)
ScrAPI MCPweb scraping and data extraction from websites with bot detection, captchas, and geolocation restrictions
AnakinWeb data for AI agents: scrape, crawl, search, deep research, site monitoring, browser automationBbreeze-mcpprovides residential proxy access for AI agents to fetch web content and bypass geo-restrictions
mcpFreefree to use—100% liveCCrawioGive your AI agent the web. Crawio reads any public web page and returns it as clean Markdown, plain text, HTML or a list of links, and fetches Google Maps pla…
mcp$29from / mo50.8% below100% live
FouraWeb scraping for AI agents. One smart tool fetches any public page and picks the method automatically (direct request, rotating proxy, or full headless browser…
MapsdataLet your AI agent build lead lists from Google Maps. Ask Claude, Cursor or any MCP client to "find plumbers in Texas" and the agent checks the category, starts…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.