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Market around Firecrawl Agent Stack

Firecrawl web-agent is an open-source agent stack for web research and extraction. It provides a lightweight framework to scaffold, extend, and deploy autonomous web research agents with built-in web search capabilities.

Visit firecrawl.dev ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Firecrawl Agent Stack · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Firecrawl Agent Stack doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
68th pctile
177 strong substitutes
Price momentum · 31d
+18.8%
Agents · Pro median
$299/mo
1 priced · $299–$299 mid 50%
MCP servers · Pro median
$19/mo
1 priced · $19–$19 mid 50%
APIs · Pro median
$47/mo
5 priced · $29–$59 mid 50%
Platforms · Pro median
$35/mo
2 priced · $27.5–$42.5 mid 50%

Agents cost 15.7× MCP servers at the Pro tier.

Price spectrum · Pro plans · 6 of 11 providers priced · log scale · $19 → $299/mo
Agents MCP servers APIs Platforms◻ shaded = middle 50% · line = median (all types)Firecrawl Agent Stack has no comparable Pro price — not plotted

Products in this market

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

FFrameworks4Ranked by relevance
Firecrawl Agent Stackthis listing
● FRAMEWORK · relevance 100%
no public price
scrapling
● FRAMEWORK · relevance 76%
no public price
scrapling_tool
● FRAMEWORK · relevance 75%
no public price
web_fetcher_js
● FRAMEWORK · relevance 75%
no public price
MMCP servers27Ranked by relevance
firecrawl_mcp_multiple_keys
● MCP · relevance 81%
no public price
SW
swarm_web_crawller
● MCP · relevance 81%
no public price
unified-fetch
● MCP · relevance 78%
no public price
secant-agent-research-pack
● MCP · relevance 77%
no public price
Sofya
● MCP · relevance 76%
no public price
clawfetch_mcp
● MCP · relevance 76%
no public price
anakin
● MCP · relevance 76%
$19/mo Pro
WE
Web Scraper
● MCP · relevance 76%
no Pro plan
entry $10/mo
web_forager
● MCP · relevance 76%
no public price
novada_mcp
● MCP · relevance 75%
no public price
CR
crw
● MCP · relevance 75%
no Pro plan
entry $10/mo
finance_mcp
● MCP · relevance 75%
no public price
wigolo
● MCP · relevance 75%
no public price
rival_search_mcp
● MCP · relevance 75%
no public price
WebVector
● MCP · relevance 75%
no public price
Hyperbrowser
● MCP · relevance 74%
no public price
one_search_mcp
● MCP · relevance 74%
no public price
mcp_server_webcrawl
● MCP · relevance 74%
no public price
worbrow
● MCP · relevance 74%
no public price
you_com_mcp
● MCP · relevance 74%
no public price
Jina AI
● MCP · relevance 74%
no public price
HasData MCP Server
● MCP · relevance 74%
no public price
Aipaygen
● MCP · relevance 74%
no public price
Web Search MCP
● MCP · relevance 73%
no public price
wigolo_2026
● MCP · relevance 73%
no public price
crawlbase
● MCP · relevance 73%
no Pro plan
entry $99/mo
Nimrod
● MCP · relevance 73%
no public price
AAgents7Ranked by relevance
firecrawl_github
● AGENT · relevance 81%
no public price
opencometai
● AGENT · relevance 78%
$299/mo Pro
open_deep_research
● AGENT · relevance 77%
no public price
Firecrawl Agent
● AGENT · relevance 76%
no Pro plan
entry $599/mo
webhound
● AGENT · relevance 75%
no public price
apertia_web_scraper
● AGENT · relevance 73%
no public price
webbrain
● AGENT · relevance 73%
no public price
AAPIs6Ranked by relevance
Exa
● API · relevance 77%
no public price
Exa Deep Research API
● API · relevance 76%
no public price
UnforgeAPI Deep Research API
● API · relevance 75%
$29/mo Pro
-38% vs Pro median
bluefield_data_api
● API · relevance 75%
$19/mo Pro
-60% vs Pro median
OpenAI Deep Research API
● API · relevance 74%
no public price
fastcrw
● API · relevance 73%
$59/mo Pro
+26% vs Pro median
PPlatforms6Ranked by relevance
Browser Operator
● PLATFORM · relevance 76%
no public price
browser4
● PLATFORM · relevance 76%
no public price
Lynx by Apex7 AI
● PLATFORM · relevance 76%
$20/mo Pro
-43% vs Pro median
deepspider
● PLATFORM · relevance 74%
no public price
Scrapeless
● PLATFORM · relevance 73%
no Pro plan
entry $49/mo
agentos_ai
● PLATFORM · relevance 73%
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.