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Market around ai_scraper_py

Python scraping agent that extracts data from webpages using natural language prompts. Generates structured JSON or Markdown output without CSS/XPath selectors.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Ai Scraper Py · Pro
No Pro plan
—
Pro-agent median
$110
across 2 priced agents
vs Pro agents
No comparison
Ai Scraper Py doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
56th pctile
98 strong substitutes
Price momentum · 30d
Flat
Agents · Pro median
$110/mo
2 priced · $80–$140 mid 50%
MCP servers · Pro median
$170/mo
3 priced · $135–$210 mid 50%
APIs · Pro median
$124/mo
8 priced · $86.5–$387 mid 50%
Platforms · Pro median
$29.99/mo
3 priced · $17.87–$35.83 mid 50%

Agents cost 0.6× MCP servers at the Pro tier.

Price spectrum · Pro plans · 15 of 22 providers priced · log scale · $5.75 → $500/mo
Agents MCP servers APIs Platforms◻ shaded = middle 50% · line = median (all types)Ai Scraper Py has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches Ai Scraper Py's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

AAgents10Ranked by relevance
ai_scraper_pythis listing
● AGENT · relevance 100%
no public price
Firecrawl Agent
● AGENT · relevance 85%
$170/mo Pro
+55% vs Pro median
reapfield
● AGENT · relevance 81%
no public price
WebCrawlerAPI Agent
● AGENT · relevance 78%
no public price
apertia_web_scraper
● AGENT · relevance 77%
no public price
firecrawl_github
● AGENT · relevance 74%
no public price
AN
anybrowse
● AGENT · relevance 72%
no public price
manypi
● AGENT · relevance 72%
$50/mo Pro
-55% vs Pro median
qursor
● AGENT · relevance 72%
$39 one-time Pro
not monthly-comparable
wise_scraper
● AGENT · relevance 72%
no public price
MMCP servers26Ranked by relevance
Haunt API
● MCP · relevance 81%
no public price
Hyperbrowser
● MCP · relevance 78%
no public price
webpeel
● MCP · relevance 77%
no public price
Skrape MCP Server
● MCP · relevance 77%
$250/mo Pro
+47% vs Pro median
ghostapi
● MCP · relevance 76%
no public price
hello_jf1i_skim
● MCP · relevance 76%
no Pro plan
entry $15/mo
web_scraping_mcp
● MCP · relevance 76%
no public price
compress_new_compress_tokens
● MCP · relevance 76%
no public price
agentql_mcp
● MCP · relevance 76%
$99/mo Pro
-42% vs Pro median
vpnfail_mcp
● MCP · relevance 74%
no public price
firecrawl_mcp
● MCP · relevance 74%
$170/mo Pro
0% vs Pro median
Sofya
● MCP · relevance 73%
no public price
CR
crw
● MCP · relevance 73%
no Pro plan
entry $10/mo
pure.md MCP server
● MCP · relevance 73%
no Pro plan
entry $19/mo
WE
Web Scraper
● MCP · relevance 73%
no Pro plan
entry $10/mo
librecrawl_mcp
● MCP · relevance 73%
no public price
PyScrappy
● MCP · relevance 73%
no public price
scrape-agent-mcp
● MCP · relevance 72%
no public price
RE
Refetch
● MCP · relevance 72%
no public price
mcp_server_webscan
● MCP · relevance 72%
no public price
ZL
zlurp
● MCP · relevance 72%
no public price
render_fetch_mcp
● MCP · relevance 72%
no public price
MI
Mifactory
● MCP · relevance 72%
no Pro plan
entry $10/mo
agent_web_fetch
● MCP · relevance 72%
no public price
HasData MCP Server
● MCP · relevance 72%
no public price
dompruner
● MCP · relevance 72%
no public price
AAPIs10Ranked by relevance
xcrawl
● API · relevance 79%
$49/mo Pro
-60% vs Pro median
qt_web_extractor
● API · relevance 78%
no public price
github_firecrawlfirecrawl_the_
● API · relevance 77%
no public price
ScrapeGraphAI
● API · relevance 77%
$500/mo Pro
+303% vs Pro median
spider_cloud
● API · relevance 77%
$350/mo Pro
+182% vs Pro median
webclaw
● API · relevance 77%
$99/mo Pro
-20% vs Pro median
AgentQL
● API · relevance 76%
$99/mo Pro
-20% vs Pro median
Cabot Solutions
● API · relevance 75%
$499/mo Pro
+302% vs Pro median
context_dev
● API · relevance 74%
$149/mo Pro
+20% vs Pro median
bluefield_data_api
● API · relevance 73%
$19/mo Pro
-85% vs Pro median
PPlatforms4Ranked by relevance
browserpilot
● PLATFORM · relevance 75%
no public price
browse_ai
● PLATFORM · relevance 74%
$5.75/mo Pro
-81% vs Pro median
mindstudio_platform
● PLATFORM · relevance 73%
no Pro plan
entry $20/mo
rtrvr
● PLATFORM · relevance 72%
$29.99/mo Pro
0% vs Pro median

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.