Web Scraping Agent
Query this niche via MCP
niche_report({ niche: "web-scraping-agent" })Agents · median
$65/mo
MCP servers · median
$99/mo
1.5×
MCPs cost 1.5× agents across all tiers — median $65 vs $99. Two different markets; a blended figure would mislead either buyer.
All plans — Agents vs MCPs
each dot = one provider · log scaleAgents $65
fastcrw · $11
gmapsscraper · $19
webclaw · $19
Browse Ai · $19
scrapegraphai · $20
Mindstudio Platform · $20
Context Dev · $25
integuru · $30
Ai People Search · $37
Twitch Scraper Ai · $40
oxylabs · $65
anybrowse · $5
Bluefield Data Api · $19
Mercury Web Fetch · $29
gmapsscraper · $41
fastcrw · $59
webclaw · $99
Context Dev · $149
Browse Ai · $285
Spider Cloud · $350
scrapegraphai · $500
oxylabs · $500
Spider Cloud · $6
scrapegraphai · $100
Mercury Web Fetch · $199
webclaw · $224
Bluefield Data Api · $299
integuru · $300
fastcrw · $352
Context Dev · $499
Mercury Web Fetch · $1,500
oxylabs · $2,500
MCP servers $99
crawlora · $9
Veed Crawl · $15
Skrapeai Skrape Mcp · $15
Crawlforge Mcp · $19
Foura Mcp · $19
Mcp Server Dumplingai · $40
Scrapi Mcp · $49
anakin · $19
reefapi · $33
Veed Crawl · $39
Tikfly Mcp · $50
Scrapfly Mcp · $65
Foura Mcp · $71
crawlora · $79
Konbiniapi Mcp · $99
Agentql Mcp · $99
Crawlforge Mcp · $99
Mcp Server Dumplingai · $124
Skrapeai Skrape Mcp · $250
Skrapeai Skrape Mcp · $50
Puremd Mcp · $59
anakin · $100
reefapi · $100
Scrapi Mcp · $174
Foura Mcp · $178
crawlora · $199
Mcp Server Dumplingai · $249
Scrapfly Mcp · $250
Crawlforge Mcp · $399
Konbiniapi Mcp · $499
reefapi · $200
Scrapfly Mcp · $500
Firecrawl Mcp · $593
$5
$10
$25
$50
$100
$250
$500
$1,000
$2,500
AgentsMCP serversshaded = middle half · line = median
All plans
65 pricedProvidervs its cohort medianMonthly
anybrowseagent
$5 below
Spider Cloudagent
$6 below
crawloramcp
$9 below
fastcrwagent
$11 below
Veed Crawlmcp
$15 below
Skrapeai Skrape Mcpmcp
$15 below
gmapsscraperagent
$19 below
webclawagent
$19 below
Browse Aiagent
$19 below
Bluefield Data Apiagent
$19 below
Crawlforge Mcpmcp
$19 below
Foura Mcpmcp
$19 below
anakinmcp
$19 below
scrapegraphaiagent
$20 below
Mindstudio Platformagent
$20 below
Context Devagent
$25 below
Mercury Web Fetchagent
$29 below
integuruagent
$30 below
reefapimcp
$33 below
Ai People Searchagent
$37 below
Veed Crawlmcp
$39 below
Twitch Scraper Aiagent
$40 below
Mcp Server Dumplingaimcp
$40 below
gmapsscraperagent
$41 below
Scrapi Mcpmcp
$49 below
Tikfly Mcpmcp
$50 below
Skrapeai Skrape Mcpmcp
$50 below
fastcrwagent
$59 ~median
Puremd Mcpmcp
$59 below
oxylabsagent
$65 ~median
Scrapfly Mcpmcp
$65 below
Foura Mcpmcp
$71 below
crawloramcp
$79 below
webclawagent
$99 above
Konbiniapi Mcpmcp
$99 ~median
Agentql Mcpmcp
$99 ~median
Crawlforge Mcpmcp
$99 ~median
scrapegraphaiagent
$100 above
anakinmcp
$100 ~median
reefapimcp
$100 ~median
Mcp Server Dumplingaimcp
$124 above
Context Devagent
$149 above
Scrapi Mcpmcp
$174 above
Foura Mcpmcp
$178 above
Mercury Web Fetchagent
$199 above
crawloramcp
$199 above
reefapimcp
$200 above
webclawagent
$224 above
Mcp Server Dumplingaimcp
$249 above
Skrapeai Skrape Mcpmcp
$250 above
Scrapfly Mcpmcp
$250 above
Browse Aiagent
$285 above
Bluefield Data Apiagent
$299 above
integuruagent
$300 above
Spider Cloudagent
$350 above
fastcrwagent
$352 above
Crawlforge Mcpmcp
$399 above
Context Devagent
$499 above
Konbiniapi Mcpmcp
$499 above
scrapegraphaiagent
$500 above
oxylabsagent
$500 above
Scrapfly Mcpmcp
$500 above
Firecrawl Mcpmcp
$593 above
Mercury Web Fetchagent
$1,500 above
oxylabsagent
$2,500 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
This page is the human view of the MCP answer. The same structured `niche_report` / `price_benchmark` an agent receives over MCP or REST.
niche_reportprice_benchmark
See the MCP response behind this pageniche_report
{
"niche": "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,
"p25": 11.71,
"p75": 30,
"providers": 34
},
"by_provider_type": {
"agent": {
"median": 19,
"p25": 11,
"p75": 29,
"providers": 17,
"publishable": true,
"confidence": "normal"
},
"mcp": {
"median": 19,
"p25": 15,
"p75": 40,
"providers": 17,
"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",
"incident-response-sre",
"mcp-platform-provider",
"on-call-management-agent",
"legacy-code-modernization",
"database-query-agent"
],
"market_pulse": {
"pulse": 47,
"drivers": [
"enterprise money present",
"63 new builders in 30d"
],
"price_move_30d_pct": -4,
"money_share": 0.28846153846153844,
"entry_rate": 0.4666666666666667,
"alive_share": 0.9857142857142858
},
"price_move": {
"d_pct": 0,
"w_pct": 0,
"m_pct": 3.9,
"comparable_agents": 33,
"quarantined_agents": 1,
"confidence": "high",
"published": {
"d": false,
"w": false,
"m": true
},
"held_reason": {
"d": null,
"w": null,
"m": null
},
"driver": {
"d": null,
"w": null,
"m": "gmapsscraper's \"Starter\" $19→$39 (+105%)"
},
"tier_contribution": {
"d": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"w": {
"individual": 0,
"pro": 0,
"team_sme": 0,
"enterprise": 0
},
"m": {
"individual": 0.56,
"pro": 1.3,
"team_sme": 1.02,
"enterprise": 1.02
}
},
"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
],
"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
],
"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
],
"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
]
},
"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": 2.1,
"pro": 3.8,
"team_sme": 3.4,
"enterprise": 14.9
}
},
"tier_agents": {
"individual": 19,
"pro": 25,
"team_sme": 20,
"enterprise": 5
},
"obs_range": {
"d": null,
"w": null,
"m": {
"min": 65,
"max": 69,
"days": 2
}
},
"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": 17,
"max": 17,
"days": 1
},
"pro": {
"min": 23,
"max": 23,
"days": 2
},
"team_sme": {
"min": 21,
"max": 21,
"days": 1
},
"enterprise": {
"min": 5,
"max": 5,
"days": 1
}
}
}
},
"pricing": {
"sampleSize": 130,
"observed": 52,
"byPersona": {
"free": {
"n": 42,
"nPriced": 0,
"reliability": "none",
"median": null,
"p25": null,
"p75": null,
"min": null,
"max": null,
"usageShare": 0.36
},
"individual": {
"n": 63,
"nPriced": 54,
"reliability": "high",
"median": 1.42,
"p25": 0.02,
"p75": 19,
"min": 0.01,
"max": 100,
"usageShare": 0.59
},
"pro": {
"n": 41,
"nPriced": 35,
"reliability": "high",
"median": 50,
"p25": 31.63,
"p75": 99.5,
"min": 0.01,
"max": 500,
"usageShare": 0.1
},
"team_sme": {
"n": 38,
"nPriced": 34,
"reliability": "high",
"median": 199,
"p25": 100,
"p75": 300,
"min": 6,
"max": 499,
"usageShare": 0.16
},
"enterprise": {
"n": 17,
"nPriced": 5,
"reliability": "medium",
"median": 520,
"p25": 500,
"p75": 1500,
"min": 200,
"max": 2500,
"usageShare": 0
}
},
"byPersonaMonthly": {
"free": {
"nMonthly": 0,
"p25": null,
"median": null,
"p75": null,
"confidence": "none",
"usageShare": 0.36,
"mixedBilling": true,
"monthlyComparable": false
},
"individual": {
"nMonthly": 22,
"p25": 12,
"median": 19,
"p75": 30,
"confidence": "high",
"usageShare": 0.59,
"mixedBilling": true,
"monthlyComparable": true
},
"pro": {
"nMonthly": 32,
"p25": 32.44,
"median": 54.5,
"p75": 99.99,
"confidence": "high",
"usageShare": 0.1,
"mixedBilling": true,
"monthlyComparable": true
},
"team_sme": {
"nMonthly": 29,
"p25": 100,
"median": 199,
"p75": 399,
"confidence": "high",
"usageShare": 0.16,
"mixedBilling": true,
"monthlyComparable": true
},
"enterprise": {
"nMonthly": 5,
"p25": 500,
"median": 520,
"p75": 1500,
"confidence": "medium",
"usageShare": 0,
"mixedBilling": false,
"monthlyComparable": true
}
},
"byTierCohorts": {
"status": "ok",
"cohorts": [
{
"tier": "individual",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 19.69,
"provider_count": 18,
"plan_observation_count": 22,
"data_confidence": 1,
"data_confidence_basis": {
"provider_component": 1,
"observation_component": 1,
"provider_count": 18,
"plan_observation_count": 22
},
"reliability": "high",
"members": [
{
"provider": "crawlora",
"usd": 9
},
{
"provider": "fastcrw",
"usd": 11
},
{
"provider": "veed_crawl",
"usd": 15
},
{
"provider": "skrapeai_skrape_mcp",
"usd": 15
},
{
"provider": "gmapsscraper",
"usd": 19
},
{
"provider": "crawlforge_mcp",
"usd": 19
},
{
"provider": "webclaw",
"usd": 19
},
{
"provider": "browse_ai",
"usd": 19
},
{
"provider": "foura_mcp",
"usd": 19.38
},
{
"provider": "mindstudio_platform",
"usd": 20
},
{
"provider": "scrapegraphai",
"usd": 20
},
{
"provider": "context_dev",
"usd": 25
},
{
"provider": "integuru",
"usd": 30
},
{
"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",
"usd": 65
}
],
"p25": 19,
"p75": 35.09
},
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 79,
"provider_count": 23,
"plan_observation_count": 31,
"data_confidence": 1,
"data_confidence_basis": {
"provider_component": 1,
"observation_component": 1,
"provider_count": 23,
"plan_observation_count": 31
},
"reliability": "high",
"members": [
{
"provider": "anybrowse",
"usd": 4.99
},
{
"provider": "bluefield_data_api",
"usd": 19
},
{
"provider": "anakin",
"usd": 19
},
{
"provider": "mercury_web_fetch",
"usd": 29
},
{
"provider": "reefapi",
"usd": 32.5
},
{
"provider": "veed_crawl",
"usd": 39
},
{
"provider": "gmapsscraper",
"usd": 41.13
},
{
"provider": "tikfly_mcp",
"usd": 49.99
},
{
"provider": "fastcrw",
"usd": 59
},
{
"provider": "scrapfly_mcp",
"usd": 65
},
{
"provider": "foura_mcp",
"usd": 70.68
},
{
"provider": "crawlora",
"usd": 79
},
{
"provider": "agentql_mcp",
"usd": 99
},
{
"provider": "crawlforge_mcp",
"usd": 99
},
{
"provider": "webclaw",
"usd": 99
},
{
"provider": "konbiniapi_mcp",
"usd": 99
},
{
"provider": "mcp_server_dumplingai",
"usd": 124
},
{
"provider": "context_dev",
"usd": 149
},
{
"provider": "skrapeai_skrape_mcp",
"usd": 250
},
{
"provider": "browse_ai",
"usd": 284.5
},
{
"provider": "spider_cloud",
"usd": 350
},
{
"provider": "oxylabs",
"usd": 500
},
{
"provider": "scrapegraphai",
"usd": 500
}
],
"p25": 40.07,
"p75": 136.5
},
{
"tier": "team_sme",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 199,
"provider_count": 19,
"plan_observation_count": 30,
"data_confidence": 1,
"data_confidence_basis": {
"provider_component": 1,
"observation_component": 1,
"provider_count": 19,
"plan_observation_count": 30
},
"reliability": "high",
"members": [
{
"provider": "spider_cloud",
"usd": 6
},
{
"provider": "skrapeai_skrape_mcp",
"usd": 50
},
{
"provider": "puremd_mcp",
"usd": 59
},
{
"provider": "anakin",
"usd": 100
},
{
"provider": "reefapi",
"usd": 100
},
{
"provider": "scrapegraphai",
"usd": 100
},
{
"provider": "scrapi_mcp",
"usd": 174
},
{
"provider": "foura_mcp",
"usd": 177.84
},
{
"provider": "mercury_web_fetch",
"usd": 199
},
{
"provider": "crawlora",
"usd": 199
},
{
"provider": "webclaw",
"usd": 224
},
{
"provider": "mcp_server_dumplingai",
"usd": 249
},
{
"provider": "scrapfly_mcp",
"usd": 250
},
{
"provider": "bluefield_data_api",
"usd": 299
},
{
"provider": "integuru",
"usd": 300
},
{
"provider": "fastcrw",
"usd": 352
},
{
"provider": "crawlforge_mcp",
"usd": 399
},
{
"provider": "context_dev",
"usd": 499
},
{
"provider": "konbiniapi_mcp",
"usd": 499
}
],
"p25": 100,
"p75": 299.5
},
{
"tier": "enterprise",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 592.8,
"provider_count": 5,
"plan_observation_count": 5,
"data_confidence": 0.38,
"data_confidence_basis": {
"provider_component": 0.42,
"observation_component": 0.25,
"provider_count": 5,
"plan_observation_count": 5
},
"reliability": "medium",
"members": [
{
"provider": "reefapi",
"usd": 200
},
{
"provider": "scrapfly_mcp",
"usd": 500
},
{
"provider": "firecrawl_mcp",
"usd": 592.8
},
{
"provider": "mercury_web_fetch",
"usd": 1500
},
{
"provider": "oxylabs",
"usd": 2500
}
],
"p25": 500,
"p75": 1500
}
],
"rejected": {
"one_time": 20,
"usage_not_monthly": 36,
"ambiguous_cadence": 10,
"unrankable_or_unparseable": 1,
"free_or_zero": 1
},
"evidence": {
"status": "ok",
"single_observations": [],
"observed_offers": [
{
"billing": "monthly",
"unit": "flat",
"count": 88,
"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": "anybrowse",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$4.99/mo",
"monthly_usd": 4.99
},
{
"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 per month, billed annually",
"monthly_usd": 19
},
{
"provider": "browse_ai",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$69 per month, billed annually",
"monthly_usd": 69
},
{
"provider": "browse_ai",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "Starting at $500 per month paid annually",
"monthly_usd": 500
},
{
"provider": "context_dev",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$25/month",
"monthly_usd": 25
},
{
"provider": "context_dev",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$149/month",
"monthly_usd": 149
},
{
"provider": "context_dev",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$499/month",
"monthly_usd": 499
},
{
"provider": "crawlforge_mcp",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$19/month",
"monthly_usd": 19
},
{
"provider": "crawlforge_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$99/month",
"monthly_usd": 99
},
{
"provider": "crawlforge_mcp",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$399/month",
"monthly_usd": 399
},
{
"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": "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_mcp",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "€520 /mo",
"monthly_usd": 592.8
},
{
"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": "€62/mo",
"monthly_usd": 70.68
},
{
"provider": "foura_mcp",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "€156/mo",
"monthly_usd": 177.84
},
{
"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": "integuru",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$30 /month",
"monthly_usd": 30
},
{
"provider": "integuru",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "Starts at $300 /month",
"monthly_usd": 300
},
{
"provider": "integuru",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$300/platform/month",
"monthly_usd": 300
},
{
"provider": "integuru",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$150/account/month; $125/account/month; $100/account/month",
"monthly_usd": 150
},
{
"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": "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": "mindstudio_platform",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$20 /month + usage",
"monthly_usd": 20
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$30 billed monthly",
"monthly_usd": 30
},
{
"provider": "oxylabs",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$100 billed monthly",
"monthly_usd": 100
},
{
"provider": "oxylabs",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$500 billed monthly",
"monthly_usd": 500
},
{
"provider": "oxylabs",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$2,500 billed monthly",
"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": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$100/mo",
"monthly_usd": 100
},
{
"provider": "reefapi",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$200/mo",
"monthly_usd": 200
},
{
"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": "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": "scrapi_mcp",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$49/mo",
"monthly_usd": 49
},
{
"provider": "scrapi_mcp",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$149/mo",
"monthly_usd": 149
},
{
"provider": "scrapi_mcp",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$399/mo",
"monthly_usd": 399
},
{
"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": "spider_cloud",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$350/mo",
"monthly_usd": 350
},
{
"provider": "spider_cloud",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "from $6/mo",
"monthly_usd": 6
},
{
"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": "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
}
]
},
{
"billing": "monthly",
"unit": "per_seat",
"count": 3,
"offers": [
{
"provider": "manypi",
"tier": "individual",
"billing": "monthly",
"unit": "per_seat",
"price": "$20 / seat / mo",
"monthly_usd": 20
},
{
"provider": "manypi",
"tier": "pro",
"billing": "monthly",
"unit": "per_seat",
"price": "$50 / seat / mo",
"monthly_usd": 50
},
{
"provider": "manypi",
"tier": "team_sme",
"billing": "monthly",
"unit": "per_seat",
"price": "$125 / seat / mo",
"monthly_usd": 125
}
]
},
{
"billing": "one_time",
"unit": "flat",
"count": 19,
"offers": [
{
"provider": "crawlforge_mcp",
"tier": "individual",
"billing": "one_time",
"unit": "flat",
"price": "$3",
"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": "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": "scrapi_mcp",
"tier": "individual",
"billing": "one_time",
"unit": "flat",
"price": "$19",
"monthly_usd": null
},
{
"provider": "social_fetch",
"tier": "individual",
"billing": "one_time",
"unit": "flat",
"price": "€12.00",
"monthly_usd": null
},
{
"provider": "social_fetch",
"tier": "team_sme",
"billing": "one_time",
"unit": "flat",
"price": "€41.00",
"monthly_usd": null
},
{
"provider": "social_fetch",
"tier": "team_sme",
"billing": "one_time",
"unit": "flat",
"price": "€353.00",
"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
}
]
},
{
"billing": "one_time",
"unit": "other_usage",
"count": 1,
"offers": [
{
"provider": "scrape_agent_mcp",
"tier": "individual",
"billing": "one_time",
"unit": "other_usage",
"price": "$0.01 per request",
"monthly_usd": null
}
]
},
{
"billing": "usage",
"unit": "flat",
"count": 33,
"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": "anybrowse",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "from $5",
"monthly_usd": null
},
{
"provider": "fastcrw",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$9 / 1k",
"monthly_usd": null
},
{
"provider": "fastcrw",
"tier": "pro",
"billing": "usage",
"unit": "flat",
"price": "$47 / 35k",
"monthly_usd": null
},
{
"provider": "fastcrw",
"tier": "team_sme",
"billing": "usage",
"unit": "flat",
"price": "$177 / 175k",
"monthly_usd": null
},
{
"provider": "fastcrw",
"tier": "team_sme",
"billing": "usage",
"unit": "flat",
"price": "$299 / 500k",
"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": "$0.015",
"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": "$0.08",
"monthly_usd": null
},
{
"provider": "scraping",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.42",
"monthly_usd": null
},
{
"provider": "scraping",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.83",
"monthly_usd": null
},
{
"provider": "scraping",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.25",
"monthly_usd": null
},
{
"provider": "scraping",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.83",
"monthly_usd": null
},
{
"provider": "scraping",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.42",
"monthly_usd": null
},
{
"provider": "scraping",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$1.25",
"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": 1,
"offers": [
{
"provider": "anakin",
"tier": "individual",
"billing": "usage",
"unit": "other_usage",
"price": "$0.005 / credit",
"monthly_usd": null
}
]
},
{
"billing": "usage",
"unit": "per_1k_calls",
"count": 1,
"offers": [
{
"provider": "crawlbase",
"tier": "individual",
"billing": "usage",
"unit": "per_1k_calls",
"price": "$0.77 per 1,000 requests",
"monthly_usd": null
}
]
},
{
"billing": "usage",
"unit": "per_call",
"count": 1,
"offers": [
{
"provider": "integuru",
"tier": "individual",
"billing": "usage",
"unit": "per_call",
"price": "$0.010/call; $0.007/call; $0.006/call; $0.005/call; $0.004/call; $0.003/call",
"monthly_usd": null
}
]
},
{
"billing": "unspecified_period",
"unit": "flat",
"count": 10,
"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": "fastcrw",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact Sales",
"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": "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": "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 us",
"monthly_usd": null
}
]
}
],
"coverage": {
"priced_providers": 42,
"normalized_observations": 91,
"comparable_providers": 31,
"strict_cohorts": 4,
"exclusion_reasons": {
"one_time": 20,
"usage_not_monthly": 36,
"ambiguous_cadence": 10,
"unrankable_or_unparseable": 1,
"free_or_zero": 1
}
}
}
},
"billingMix": {
"freemium": 26,
"usage": 12,
"free": 7,
"subscription": 6,
"one-time": 1
},
"freeTierShare": 0.63,
"medianLowestUsd": 19
},
"movement": {
"niche": "web-scraping-agent",
"sector": "developer-tools-infra",
"pricedNow": 34,
"pairs": 31,
"repriced": [
{
"handle": "social_fetch",
"from": 14,
"to": 13.84,
"pct": -1.1
},
{
"handle": "foura_mcp",
"from": 19.57,
"to": 19.6,
"pct": 0.2
}
],
"newlyPriced": [
"anakin",
"firecrawl_mcp",
"oxylabs"
],
"droppedFromPriced": [
"hauntapi",
"bright_data",
"xcrawl"
],
"likeForLikePct": 0,
"kind": "mixed",
"narrative": "Repricing + composition: 2 agents repriced — 1 up, 1 down; 3 newly published pricing; 3 stopped showing a public price."
},
"index_series": {
"series": [
{
"day": "2026-07-08",
"index": 100,
"pairs": 54,
"dayChangePct": 0
},
{
"day": "2026-07-09",
"index": 100,
"pairs": 51,
"dayChangePct": 0
},
{
"day": "2026-07-10",
"index": 100,
"pairs": 54,
"dayChangePct": 0
},
{
"day": "2026-07-11",
"index": 100,
"pairs": 45,
"dayChangePct": 0
},
{
"day": "2026-07-12",
"index": 100,
"pairs": 34,
"dayChangePct": 0
},
{
"day": "2026-07-13",
"index": 100,
"pairs": 61,
"dayChangePct": 0
},
{
"day": "2026-07-14",
"index": 100,
"pairs": 66,
"dayChangePct": 0
},
{
"day": "2026-07-15",
"index": 100,
"pairs": 66,
"dayChangePct": 0
},
{
"day": "2026-07-16",
"index": 100,
"pairs": 66,
"dayChangePct": 0
},
{
"day": "2026-07-17",
"index": 103.06,
"pairs": 69,
"dayChangePct": 3.06
},
{
"day": "2026-07-18",
"index": 103.06,
"pairs": 69,
"dayChangePct": 0
},
{
"day": "2026-07-19",
"index": 103.06,
"pairs": 71,
"dayChangePct": 0
},
{
"day": "2026-07-20",
"index": 103.06,
"pairs": 73,
"dayChangePct": 0
},
{
"day": "2026-07-21",
"index": 103.06,
"pairs": 72,
"dayChangePct": 0
},
{
"day": "2026-07-22",
"index": 103.06,
"pairs": 70,
"dayChangePct": 0
},
{
"day": "2026-07-23",
"index": 103.06,
"pairs": 70,
"dayChangePct": 0
},
{
"day": "2026-07-24",
"index": 103.06,
"pairs": 70,
"dayChangePct": 0
},
{
"day": "2026-07-25",
"index": 103.06,
"pairs": 70,
"dayChangePct": 0
},
{
"day": "2026-07-26",
"index": 103.06,
"pairs": 75,
"dayChangePct": 0
},
{
"day": "2026-07-27",
"index": 103.06,
"pairs": 75,
"dayChangePct": 0
},
{
"day": "2026-07-28",
"index": 103.06,
"pairs": 75,
"dayChangePct": 0
},
{
"day": "2026-07-29",
"index": 103.06,
"pairs": 69,
"dayChangePct": 0
},
{
"day": "2026-07-30",
"index": 103.912,
"pairs": 65,
"dayChangePct": 0.83
},
{
"day": "2026-07-31",
"index": 103.912,
"pairs": 65,
"dayChangePct": 0
},
{
"day": "2026-08-01",
"index": 103.912,
"pairs": 67,
"dayChangePct": 0
},
{
"day": "2026-08-02",
"index": 103.912,
"pairs": 70,
"dayChangePct": 0
},
{
"day": "2026-08-03",
"index": 103.912,
"pairs": 74,
"dayChangePct": 0
},
{
"day": "2026-08-04",
"index": 103.912,
"pairs": 70,
"dayChangePct": 0
},
{
"day": "2026-08-05",
"index": 103.912,
"pairs": 70,
"dayChangePct": 0
},
{
"day": "2026-08-06",
"index": 103.912,
"pairs": 69,
"dayChangePct": 0
}
],
"latest": 103.912,
"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": {
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "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": {
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "AnyAPI has no subscription fee and charges usage-based rates in USD for successful API requests."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "anybrowse",
"name": "Anybrowse",
"url": "https://anybrowse.dev/",
"short_summary": "scrapes any URL and converts web pages into clean, LLM-ready Markdown, bypassing bot detection and CAPTCHAs",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 4.99,
"monthly_usd": 4.99,
"headline": "Free tier, then from $4.99/mo",
"summary": "Free tier, then from $4.99/mo. AnyBrowse offers a free daily-scrape tier, pay-as-you-go credits from $5, and a $4.99/month Pro plan, with differing Pro usage limits shown across the homepage and checkout page."
},
"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": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 3,
"monthly_usd": 3,
"headline": "Free tier, then from $3/mo",
"summary": "Free tier, then from $3/mo. CrawlForge offers a permanent free tier with 1,000 starting credits, monthly subscriptions from $19 to $399, usage overages, and one-time credit packs from $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": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 9,
"monthly_usd": 9,
"headline": "Free tier, then from $9/mo",
"summary": "Free tier, then from $9/mo. Crawlora offers a permanent free plan with 2,000 monthly credits and paid monthly plans starting at $9 for 20,000 credits, with usage billed by 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": {
"observed": false,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "The site offers 5 free daily Agent runs and paid Hobby, Standard, and Growth subscription plans, with publicly displayed euro-denominated prices whose plan mapping is not clear in the supplied context."
},
"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 for Firecrawl was observed in the supplied website 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": {
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "Glimp charges usage-based rates per agent request after users top up a balance, with no subscription or minimum."
},
"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": {
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "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": {
"observed": false,
"billing": "unknown",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"home_niche": "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": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 29,
"monthly_usd": 29,
"headline": "Free tier, then from $29/mo",
"summary": "Free tier, then from $29/mo. Autonoly offers a permanent free plan, paid monthly plans from $29 to $99, and a custom-priced Enterprise plan."
},
"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": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 10,
"monthly_usd": 10,
"headline": "Free tier, then from $10/mo",
"summary": "Free tier, then from $10/mo. Cloud BOT offers a permanently free Community plan, paid monthly plans from $10 to $500, and additional subscription-based execution-time options."
},
"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": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No reliable public pricing for the Google Maps AI Agent was identified 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": "No public numeric pricing was observed on the supplied Manus homepage or pricing page."
},
"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 $75/mo (12 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": 12,
"reliability": "high",
"median": 74.84,
"p25": 47.24,
"p75": 99,
"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": 11,
"reliability": "medium",
"median": 20,
"p25": 19,
"p75": 33.39,
"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": 11,
"reliability": "medium",
"median": 99,
"p25": 35.07,
"p75": 317.25,
"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": 11,
"reliability": "medium",
"median": 177.84,
"p25": 100,
"p75": 249.5,
"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": 8,
"reliability": "medium",
"median": 261.5,
"p25": 174.25,
"p75": 313,
"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": 7,
"reliability": "medium",
"median": 19,
"p25": 15,
"p75": 29.69,
"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": 3,
"reliability": "low",
"median": 500,
"p25": null,
"p75": null,
"status": "median_only"
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "enterprise",
"buyer_tier_label": "Enterprise",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 2,
"reliability": "low",
"median": null,
"p25": null,
"p75": null,
"status": "observed_offers_only",
"observed_offers": [
1500,
2500
]
}
],
"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": 130,
"listings_with_observed_public_price": 52,
"providers_with_numeric_monthly_price_latest_scan": 34,
"like_for_like_comparable_pairs": 31
},
"movement": {
"d": {
"published": false,
"value_pct": null,
"held_reason": null
},
"w": {
"published": false,
"value_pct": null,
"held_reason": null
},
"m": {
"published": true,
"value_pct": 3.9,
"driver": "gmapsscraper's \"Starter\" $19→$39 (+105%)"
}
},
"pricing_version": "cohorts-1",
"pricing_status": "ok",
"pricing_by_tier": [
{
"tier": "individual",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 19.69,
"provider_count": 18,
"plan_observation_count": 22,
"data_confidence": 1,
"data_confidence_basis": {
"provider_component": 1,
"observation_component": 1,
"provider_count": 18,
"plan_observation_count": 22
},
"reliability": "high",
"members": [
{
"provider": "crawlora",
"usd": 9
},
{
"provider": "fastcrw",
"usd": 11
},
{
"provider": "veed_crawl",
"usd": 15
},
{
"provider": "skrapeai_skrape_mcp",
"usd": 15
},
{
"provider": "gmapsscraper",
"usd": 19
},
{
"provider": "crawlforge_mcp",
"usd": 19
},
{
"provider": "webclaw",
"usd": 19
},
{
"provider": "browse_ai",
"usd": 19
},
{
"provider": "foura_mcp",
"usd": 19.38
},
{
"provider": "mindstudio_platform",
"usd": 20
},
{
"provider": "scrapegraphai",
"usd": 20
},
{
"provider": "context_dev",
"usd": 25
},
{
"provider": "integuru",
"usd": 30
},
{
"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",
"usd": 65
}
],
"p25": 19,
"p75": 35.09
},
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 79,
"provider_count": 23,
"plan_observation_count": 31,
"data_confidence": 1,
"data_confidence_basis": {
"provider_component": 1,
"observation_component": 1,
"provider_count": 23,
"plan_observation_count": 31
},
"reliability": "high",
"members": [
{
"provider": "anybrowse",
"usd": 4.99
},
{
"provider": "bluefield_data_api",
"usd": 19
},
{
"provider": "anakin",
"usd": 19
},
{
"provider": "mercury_web_fetch",
"usd": 29
},
{
"provider": "reefapi",
"usd": 32.5
},
{
"provider": "veed_crawl",
"usd": 39
},
{
"provider": "gmapsscraper",
"usd": 41.13
},
{
"provider": "tikfly_mcp",
"usd": 49.99
},
{
"provider": "fastcrw",
"usd": 59
},
{
"provider": "scrapfly_mcp",
"usd": 65
},
{
"provider": "foura_mcp",
"usd": 70.68
},
{
"provider": "crawlora",
"usd": 79
},
{
"provider": "agentql_mcp",
"usd": 99
},
{
"provider": "crawlforge_mcp",
"usd": 99
},
{
"provider": "webclaw",
"usd": 99
},
{
"provider": "konbiniapi_mcp",
"usd": 99
},
{
"provider": "mcp_server_dumplingai",
"usd": 124
},
{
"provider": "context_dev",
"usd": 149
},
{
"provider": "skrapeai_skrape_mcp",
"usd": 250
},
{
"provider": "browse_ai",
"usd": 284.5
},
{
"provider": "spider_cloud",
"usd": 350
},
{
"provider": "oxylabs",
"usd": 500
},
{
"provider": "scrapegraphai",
"usd": 500
}
],
"p25": 40.07,
"p75": 136.5
},
{
"tier": "team_sme",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 199,
"provider_count": 19,
"plan_observation_count": 30,
"data_confidence": 1,
"data_confidence_basis": {
"provider_component": 1,
"observation_component": 1,
"provider_count": 19,
"plan_observation_count": 30
},
"reliability": "high",
"members": [
{
"provider": "spider_cloud",
"usd": 6
},
{
"provider": "skrapeai_skrape_mcp",
"usd": 50
},
{
"provider": "puremd_mcp",
"usd": 59
},
{
"provider": "anakin",
"usd": 100
},
{
"provider": "reefapi",
"usd": 100
},
{
"provider": "scrapegraphai",
"usd": 100
},
{
"provider": "scrapi_mcp",
"usd": 174
},
{
"provider": "foura_mcp",
"usd": 177.84
},
{
"provider": "mercury_web_fetch",
"usd": 199
},
{
"provider": "crawlora",
"usd": 199
},
{
"provider": "webclaw",
"usd": 224
},
{
"provider": "mcp_server_dumplingai",
"usd": 249
},
{
"provider": "scrapfly_mcp",
"usd": 250
},
{
"provider": "bluefield_data_api",
"usd": 299
},
{
"provider": "integuru",
"usd": 300
},
{
"provider": "fastcrw",
"usd": 352
},
{
"provider": "crawlforge_mcp",
"usd": 399
},
{
"provider": "context_dev",
"usd": 499
},
{
"provider": "konbiniapi_mcp",
"usd": 499
}
],
"p25": 100,
"p75": 299.5
},
{
"tier": "enterprise",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 592.8,
"provider_count": 5,
"plan_observation_count": 5,
"data_confidence": 0.38,
"data_confidence_basis": {
"provider_component": 0.42,
"observation_component": 0.25,
"provider_count": 5,
"plan_observation_count": 5
},
"reliability": "medium",
"members": [
{
"provider": "reefapi",
"usd": 200
},
{
"provider": "scrapfly_mcp",
"usd": 500
},
{
"provider": "firecrawl_mcp",
"usd": 592.8
},
{
"provider": "mercury_web_fetch",
"usd": 1500
},
{
"provider": "oxylabs",
"usd": 2500
}
],
"p25": 500,
"p75": 1500
}
],
"pricing_coverage": {
"listings_with_price_capture": 130,
"listings_with_observed_public_price": 52,
"normalized_observations": 91,
"comparable_providers": 31,
"strict_cohorts": 4,
"exclusion_reasons": {
"one_time": 20,
"usage_not_monthly": 36,
"ambiguous_cadence": 10,
"unrankable_or_unparseable": 1,
"free_or_zero": 1
}
},
"pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
"pricing_excluded_observations": {
"one_time": 20,
"usage_not_monthly": 36,
"ambiguous_cadence": 10,
"unrankable_or_unparseable": 1,
"free_or_zero": 1
},
"billing_mix": {
"freemium": 26,
"usage": 12,
"free": 7,
"subscription": 6,
"one-time": 1
},
"free_tier_share": 0.63,
"top_providers": [
{
"agent_id": "agentscrape",
"name": "AgentScrape",
"price": {
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "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": {
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "AnyAPI has no subscription fee and charges usage-based rates in USD for successful API requests."
},
"observed": true
},
{
"agent_id": "anybrowse",
"name": "Anybrowse",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 4.99,
"monthly_usd": 4.99,
"headline": "Free tier, then from $4.99/mo",
"summary": "Free tier, then from $4.99/mo. AnyBrowse offers a free daily-scrape tier, pay-as-you-go credits from $5, and a $4.99/month Pro plan, with differing Pro usage limits shown across the homepage and checkout page."
},
"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
}
],
"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
46 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
AAnybrowsescrapes any URL and converts web pages into clean, LLM-ready Markdown, bypassing bot detection and CAPTCHAs
mcp$4.99from / mo93.7% below100% live
crawlforge-mcpweb scraping, data extraction, and AI-ready content processing with 23 specialized tools including deep research, structured data extraction, and anti-bot dete…
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
KonbiniAPIprovides AI agents access to social media data from Instagram, TikTok, X, and Reddit
Dumpling AI MCP Serverprovides unified API for web scraping, search, document extraction, social media data, and enrichment capabilities
Mercury Web Fetchfetches any public URL and returns clean readable page text, title, and HTTP status with signed provenance receipts
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
Skrape MCP Serverconverts webpages into clean, LLM-ready Markdown and structured JSON data
Ai ReadinessGenerate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website from one URL.
The AI Readiness Kit MCP server helps developers and mark…
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% 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…
Manypiturns any website into a type-safe API by defining schemas, extracting data, and transforming records
Mindstudio Platformscrapes a webpage and uses AI to extract specific information based on a natural-language prompt, returning the result for downstream workflow steps
ReefapiOne MCP for 160+ live web-data APIs — search, social, e-commerce, real estate, jobs, travel, news, finance. The assistant discovers the right engine, then pull…
Scraperscraper-api.com is one HTTP API for public web data. Pull profiles, posts, videos, transcripts, comments, search results, ads and listings from many social pla…
ToolsnapContext-efficient microtools for AI agents. 33 tools total. Flagship fetch_extract: 98.1% median token reduction (53,820 → 2,001 tokens) — saves ~$0.156/call a…
Twitch Scraper Aiextracts Twitch streams, channels, and viewer data for gaming content research, streamer analytics, and live streaming market analysis
Agent Web FetchAn MCP server that fetches user-provided HTTP or HTTPS URLs and returns their main content as clean Markdown or text. It uses Readability-style extraction, run…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.