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Market around Context.dev

Web data APIs for AI agents and LLM applications. Scrapes URLs and sites into Markdown, HTML, sitemaps, images, screenshots, brand data, and structured JSON, with crawling and extraction features.

Visit brand.dev ↗Pricing page ↗
Pricing (2 buyer tiers · 3 plans)
Free plan available Free
As parsed from context.dev/pricing on 2026-10-23.

Explore the market

Prices and medians update for the tier you select.

Compare at
Context.dev · Individual
$19/mo
Developer plan
Individual-API median
$15
across 6 priced APIs
vs Individual APIs
27% above
above Individual APIs
ⓘ Comparisons are same provider type (API) and same buyer tier (Individual). Never across tiers.
Market density
80th pctile
528 competing vendors
Comparable listings · 30d
—
MCP servers · Individual median
$9/mo
3 priced · —–— mid 50%
APIs · Individual median
$15/mo
6 priced · $9.5–$19 mid 50%
Price spectrum · Individual plans · 10 of 17 providers priced · log scale · $2.42 → $99/mo
MCP servers APIs◻ shaded = middle 50% · line = median (all types)large ringed dot = Context.dev ($19/mo)

Products in this market

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

AAPIs19Ranked by similarity
Context.devthis listing
● API
$19/mo Individual
+27% vs Individual median
Context Dev
● API90% similar
$19/mo Individual
+27% vs Individual median
Github Firecrawlfirecrawl The
● API90% similar
no public price
Spider
● API88% similar
$1 usage Individual
not monthly-comparable
Webclaw
● API88% similar
$19/mo Individual
+27% vs Individual median
Piloterr
● API86% similar
$5.44 usage Individual
not monthly-comparable
Xcrawl
● API85% similar
$8/mo Individual
-47% vs Individual median
Fastcrw
● API85% similar
$11/mo Individual
-27% vs Individual median
RagScrape
● API85% similar
$9/mo Individual
-40% vs Individual median
Bluefield Data
● API85% similar
no Individual plan
entry $19/mo
Swerver Web Search API
● API84% similar
no public price
Qt Web Extractor
● API83% similar
no public price
ScrapeGraphAI
● API83% similar
$20/mo Individual
+33% vs Individual median
Web Search Agents
● API83% similar
no public price
FlyCrawl
● API82% similar
no public price
Exa
● API82% similar
no public price
typesearch
● API81% similar
$1.00 usage Individual
not monthly-comparable
Web Search, News & Page Reader
● API81% similar
no public price
odood
● API80% similar
no public price
MMCP servers28Ranked by similarity
URL to Markdown API
● MCP86% similar
$9/mo Individual
0% vs Individual median
AgentReader
● MCP86% similar
no public price
Scrape MCP
● MCP85% similar
no public price
CL
CleanPage
● MCP85% similar
no public price
Crawlberg
● MCP84% similar
no public price
HTTP 402 Extractor API
● MCP84% similar
no public price
ScrapingAnt MCP
● MCP84% similar
no public price
Crawlbase
● MCP84% similar
$99/mo Individual
+1000% vs Individual median
WebExtract
● MCP83% similar
no public price
PyScrappy
● MCP83% similar
no public price
X1 Baas
● MCP83% similar
no public price
CrawlEngine MCP
● MCP83% similar
no public price
Web Scraping
● MCP83% similar
no public price
Hyperbrowser MCP
● MCP83% similar
no public price
ScraperAPI MCP
● MCP82% similar
no public price
CR
Crw
● MCP82% similar
no public price
pure.md MCP server
● MCP82% similar
no Individual plan
entry $19/mo
Automated /llms.txt Agent Documentation Context Compiler
● MCP82% similar
no public price
Bright Data MCP
● MCP81% similar
$1 usage Individual
not monthly-comparable
UR
Url To Markdown
● MCP81% similar
no public price
Clearcrawl MCP
● MCP81% similar
no public price
Librecrawl
● MCP81% similar
no public price
Geonode Scraper
● MCP81% similar
$0.40 usage Individual
not monthly-comparable
Scrape Markdown x402
● MCP81% similar
no public price
ZL
zlurp
● MCP81% similar
no public price
GoAIMoat Web Scrape MCP
● MCP81% similar
$2.42/mo Individual
-73% vs Individual median
Hyperbrowser
● MCP81% similar
no public price
Compress New Compress Tokens
● MCP80% similar
no public price
AAgents2Ranked by similarity
WebCrawlerAPI Agent
● AGENT84% similar
no public price
Firecrawl Github
● AGENT83% similar
no public price
OOther1Ranked by similarity
Makra
● OTHER81% 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.