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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 ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Context.dev · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Context.dev doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
77th pctile
288 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$99/mo
3 priced · $91–$175 mid 50%
APIs · Pro median
$99/mo
11 priced · $48–$124 mid 50%
Price spectrum · Pro plans · 13 of 19 providers priced · log scale · $19 → $500/mo
Agents MCP servers APIs◻ shaded = middle 50% · line = median (all types)Context.dev has no comparable Pro price — not plotted

Products in this market

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

OOther2Ranked by similarity
Context.devthis listing
● OTHER
no public price
Makra
● OTHER81% similar
no public price
AAPIs17Ranked by similarity
context_dev
● API90% similar
$149/mo Pro
+51% vs Pro median
github_firecrawlfirecrawl_the_
● API90% similar
no public price
spider_cloud
● API88% similar
$350/mo Pro
+254% vs Pro median
webclaw
● API88% similar
$99/mo Pro
0% vs Pro median
xcrawl
● API85% similar
$49/mo Pro
-51% vs Pro median
fastcrw
● API85% similar
$59/mo Pro
-40% vs Pro median
bluefield_data_api
● API85% similar
$19/mo Pro
-81% vs Pro median
qt_web_extractor
● API83% similar
no public price
ScrapeGraphAI
● API83% similar
$500/mo Pro
+405% vs Pro median
Web Search Agents
● API83% similar
no public price
Exa
● API82% similar
no public price
WebScraping.AI
● API80% similar
$29/mo Pro
-71% vs Pro median
Fastcrawl Node.js SDK
● API80% similar
no public price
Exa Deep Research API
● API80% similar
no public price
You.com AI-ready Web Search APIs
● API80% similar
no public price
AgentQL
● API79% similar
$99/mo Pro
0% vs Pro median
bright_data
● API79% similar
no public price
MMCP servers26Ranked by similarity
FA
fastcrawl
● MCP87% similar
no public price
crawlbase
● MCP84% similar
no Pro plan
entry $99/mo
PyScrappy
● MCP83% similar
no public price
x1_baas
● MCP83% similar
no public price
web_scraping_mcp
● MCP83% similar
no public price
CR
crw
● MCP82% similar
no Pro plan
entry $10/mo
pure.md MCP server
● MCP82% similar
no Pro plan
entry $19/mo
UR
url_to_markdown
● MCP81% similar
no Pro plan
entry $10/mo
librecrawl_mcp
● MCP81% similar
no public price
ZL
zlurp
● MCP81% similar
no public price
Hyperbrowser
● MCP81% similar
no public price
Webstractor
● MCP80% similar
no public price
compress_new_compress_tokens
● MCP80% similar
no public price
Skrape MCP Server
● MCP80% similar
$250/mo Pro
+153% vs Pro median
MI
Mifactory
● MCP79% similar
no Pro plan
entry $10/mo
Desearch AI
● MCP79% similar
no public price
scrape-agent-mcp
● MCP79% similar
no public price
agentql_mcp
● MCP79% similar
$99/mo Pro
0% vs Pro median
ghostapi
● MCP79% similar
no public price
dompruner
● MCP79% similar
no public price
scrapegraph_mcp
● MCP79% similar
no public price
vpnfail_mcp
● MCP79% similar
no public price
ZeroCrawl MCP
● MCP79% similar
no public price
mcp_server_webcrawl
● MCP79% similar
no public price
RE
Refetch
● MCP79% similar
no public price
crawlforge-mcp
● MCP79% similar
$83/mo Pro
-16% vs Pro median
AAgents4Ranked by similarity
WebCrawlerAPI Agent
● AGENT84% similar
no public price
firecrawl_github
● AGENT83% similar
no public price
Pagesnap Web Reading Agent
● AGENT79% similar
no public price
Firecrawl Agent
● AGENT79% similar
$83/mo Pro
PPlatforms1Ranked by similarity
Scrapeless
● PLATFORM79% similar
no Pro plan
entry $49/mo

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.