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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
—
insufficient comparable pricing
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
34th pctile
6 competing vendors
Comparable listings · 30d
Flat
limited data · 1 priced comparable
MCP servers · Pro median
$65.66/mo
5 priced · $29–$99 mid 50%
APIs · Pro median
$99/mo
8 priced · $92.75–$387 mid 50%
Price spectrum · Pro plans · 15 of 18 providers priced · log scale · $2.4 → $500/mo
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.

AAgents8Ranked by similarity
Ai Scraper Pythis listing
● AGENT
no public price
Firecrawl Agent
● AGENT85% similar
no Pro plan
entry $19/mo
Reapfield
● AGENT81% similar
no public price
WebCrawlerAPI Agent
● AGENT78% similar
no public price
Apertia Web Scraper
● AGENT77% similar
no public price
stalin
● AGENT76% similar
no public price
Pagesnap Web Reading Agent
● AGENT76% similar
no public price
Firecrawl Github
● AGENT74% similar
no public price
MMCP servers24Ranked by similarity
Haunt API
● MCP81% similar
$49/mo Pro
-25% vs Pro median
Website to JSON API
● MCP79% similar
$29/mo Pro
-56% vs Pro median
Hyperbrowser
● MCP78% similar
no public price
CL
CleanPage
● MCP77% similar
no public price
Skrape MCP Server
● MCP77% similar
$250/mo Pro
+281% vs Pro median
SC
Scraper Crawler
● MCP76% similar
no public price
Ghostapi
● MCP76% similar
no public price
AgenticTotem
● MCP76% similar
no public price
Hello Jf1i Skim
● MCP76% similar
no Pro plan
entry $15/mo
Web Scraping
● MCP76% similar
no public price
ScrapingAnt MCP
● MCP76% similar
no public price
Scrape MCP
● MCP76% similar
no public price
Compress New Compress Tokens
● MCP76% similar
no public price
Agentql
● MCP76% similar
$99/mo Pro
+51% vs Pro median
Scrapling MCP
● MCP75% similar
no public price
URL to Markdown API
● MCP75% similar
$29/mo Pro
-56% vs Pro median
Vpnfail
● MCP74% similar
no public price
slimdown
● MCP74% similar
no public price
CleanPage
● MCP74% similar
no public price
ScraperAPI MCP
● MCP74% similar
no public price
Scout MCP
● MCP74% similar
no public price
Geonode Scraper
● MCP74% similar
no public price
Hyperbrowser MCP
● MCP74% similar
no public price
Firecrawl
● MCP74% similar
no Pro plan
entry $19/mo
AAPIs15Ranked by similarity
Xcrawl
● API79% similar
$49/mo Pro
-51% vs Pro median
Qt Web Extractor
● API78% similar
no public price
Github Firecrawlfirecrawl The
● API77% similar
no public price
ScrapeGraphAI
● API77% similar
$500/mo Pro
+405% vs Pro median
Spider
● API77% similar
$350/mo Pro
+254% vs Pro median
Webclaw
● API77% similar
$99/mo Pro
0% vs Pro median
Context.dev
● API76% similar
$99/mo Pro
0% vs Pro median
AgentQL
● API76% similar
$99/mo Pro
0% vs Pro median
Tabstack
● API76% similar
$499/mo Pro
+404% vs Pro median
Piloterr
● API76% similar
$49/mo Pro
-51% vs Pro median
Swerver Web Search API
● API75% similar
no public price
odood
● API75% similar
no public price
x402 Web Search
● API74% similar
no public price
Context Dev
● API74% similar
$99/mo Pro
0% vs Pro median
AgentWork
● API74% similar
no public price
OOther1Ranked by similarity
Makra
● OTHER78% similar
no public price
PPlatforms2Ranked by similarity
Browserpilot
● PLATFORM75% similar
no public price
Browse Ai
● PLATFORM74% similar
$2.4/mo Pro

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.