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Market around AI Data Refinery

An open-source Cloudflare-based data refinery that ingests web content, extracts schema-validated structured data with AI, computes semantic diffs, and serves refined results to AI agents through MCP.

Visit drefinery.freshbeats.ai ↗Pricing page ↗
Pricing (3 buyer tiers · 4 plans)
Free plan available Free
As parsed from drefinery.freshbeats.ai/pricing on 2026-10-08.

Explore the market

Prices and medians update for the tier you select.

Compare at
AI Data Refinery · Pro
$49/mo
Data Refinery Pro / Pro Builder plan
Pro-MCP server median
$49
across 13 priced MCP servers
vs Pro MCP servers
0% at par
at par with Pro MCP servers
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
87th pctile
667 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$49/mo
13 priced · $34–$99 mid 50%
Price spectrum · Pro plans · 13 of 14 providers priced · log scale · $19.99 → $250/mo
MCP servers◻ shaded = middle 50% · line = median (all types)large ringed dot = AI Data Refinery ($49/mo)

Products in this market

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

MMCP servers49Ranked by similarity
AI Data Refinerythis listing
● MCP
$49/mo Pro
0% vs Pro median
Scrapezy MCP Server
● MCP81% similar
no public price
AeroSearch MCP
● MCP80% similar
no public price
Rukuma Dev
● MCP80% similar
no public price
Hydrafetch
● MCP80% similar
$99/mo Pro
+102% vs Pro median
Sarvcrawl
● MCP80% similar
no public price
RE
Refetch
● MCP79% similar
no public price
Skrape MCP Server
● MCP79% similar
$250/mo Pro
+410% vs Pro median
crawlforge-mcp
● MCP79% similar
$83/mo Pro
+69% vs Pro median
SearchMesh
● MCP78% similar
no public price
Daedra
● MCP78% similar
no public price
Ninelayer
● MCP78% similar
$29/mo Pro
-41% vs Pro median
AG
AgentScrape
● MCP77% similar
no public price
Sugra MCP
● MCP77% similar
$25/mo Pro
-49% vs Pro median
Mcp X402
● MCP77% similar
no public price
stillo
● MCP77% similar
no public price
Searchpipe
● MCP77% similar
$19.99/mo Pro
-59% vs Pro median
Web Scraping
● MCP77% similar
no public price
Scrapling MCP
● MCP77% similar
no public price
0mod
● MCP76% similar
no public price
Dompruner
● MCP76% similar
no public price
AP
apix420mcp1
● MCP76% similar
no public price
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DI
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ST
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$79/mo Pro
+61% vs Pro median
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$99/mo Pro
+102% vs Pro median
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$99/mo Pro
+102% vs Pro median
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● MCP76% similar
no public price
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no public price
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no public price
RAG as MCP
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no public price
Ghostapi
● MCP75% similar
no public price
Casper Tools
● MCP75% similar
no public price
Onlineseoaudit
● MCP75% similar
$29/mo Pro
-41% vs Pro median
Toolbelt
● MCP75% similar
$29/mo Pro
-41% vs Pro median
trace-node
● MCP75% similar
no public price
DE
DevDrops
● MCP75% similar
no public price
Upscrape
● MCP75% similar
no public price
Snipget
● MCP75% similar
no Pro plan
entry $19/mo
Agentready
● MCP75% similar
$49/mo Pro
0% vs Pro median
FFrameworks1Ranked by similarity
AG
AgenticSchema
● FRAMEWORK81% similar
no public price

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.