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Market around real_estate_ai_agent

Python-based AI agent system that extracts structured real estate property data from websites like Zillow, Realtor.com, and Redfin using CrewAI, Nebius Qwen LLM, and Bright Data MCP server for proxy rotation and anti-bot protection.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Real Estate Ai Agent · Pro
No Pro plan
—
Pro-agent median
$49.5
across 10 priced agents
vs Pro agents
No comparison
Real Estate Ai Agent doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
7th pctile
3 strong substitutes
Price momentum · 30d
-5.3%
Agents · Pro median
$49.5/mo
10 priced · $30.81–$87.49 mid 50%
MCP servers · Pro median
$99/mo
3 priced · $59.5–$1300 mid 50%
APIs · Pro median
$49/mo
3 priced · $34–$274 mid 50%
Other · Pro median
$70.75/mo
2 priced · $64.5–$77 mid 50%

Agents cost 0.5× MCP servers at the Pro tier.

Price spectrum · Pro plans · 14 of 18 providers priced · log scale · $1.58 → $2500/mo
Agents MCP servers APIs Other◻ shaded = middle 50% · line = median (all types)Real Estate Ai Agent has no comparable Pro price — not plotted

Products in this market

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

AAgents22Ranked by relevance
real_estate_ai_agentthis listing
● AGENT · relevance 100%
no public price
Realtor Copilot
● AGENT · relevance 68%
no public price
contraca
● AGENT · relevance 68%
no public price
title_hunter
● AGENT · relevance 67%
no public price
upagents_title_search
● AGENT · relevance 66%
no public price
manypi
● AGENT · relevance 65%
$50/mo Pro
+1% vs Pro median
predio_lease_abstraction
● AGENT · relevance 65%
no public price
angelai_ai_assistant_for_real_
● AGENT · relevance 65%
no public price
AI Real Estate Assistant
● AGENT · relevance 65%
$29.99/mo Pro
-39% vs Pro median
velents_real_estate
● AGENT · relevance 64%
no public price
ai_lease_abstraction_agent_aut
● AGENT · relevance 64%
no public price
meet_ava_the_ai_transforming_r
● AGENT · relevance 63%
no public price
Claro AI Research Agent
● AGENT · relevance 63%
no public price
leaselens
● AGENT · relevance 63%
$21.58/mo Pro
-56% vs Pro median
Firecrawl Agent
● AGENT · relevance 62%
$170/mo Pro
+243% vs Pro median
virtualworkforce_ai
● AGENT · relevance 62%
$1.58/mo Pro
-97% vs Pro median
realestatecontent_ai
● AGENT · relevance 62%
no Pro plan
entry $119/mo
property_management_ai_agent_a
● AGENT · relevance 62%
$50/mo Pro
+1% vs Pro median
zorba
● AGENT · relevance 62%
no public price
launch_yc_henry
● AGENT · relevance 62%
no public price
docjacket
● AGENT · relevance 62%
no public price
gmapsscraper
● AGENT · relevance 62%
$33.25/mo Pro
-33% vs Pro median
MMCP servers19Ranked by relevance
batchdata_mcp
● MCP · relevance 72%
$2500/mo Pro
+2425% vs Pro median
property-api
● MCP · relevance 69%
$19.99/mo Pro
-80% vs Pro median
real_estate_mcp
● MCP · relevance 68%
no public price
boomi_marketplace
● MCP · relevance 67%
no public price
tulugar
● MCP · relevance 66%
no public price
SP
sparks_re_api
● MCP · relevance 64%
no public price
propertylist
● MCP · relevance 64%
no public price
scraper_api
● MCP · relevance 64%
$49 one-time Pro
not monthly-comparable
cotality_mcp_server
● MCP · relevance 64%
no public price
attom_mcp_server
● MCP · relevance 64%
no public price
cenogram_mcp_server
● MCP · relevance 64%
no public price
City24.lv - Real Estate marketplace
● MCP · relevance 63%
no public price
NYC Property & Venue Intelligence API
● MCP · relevance 63%
no Pro plan
entry $29/mo
librecrawl_mcp
● MCP · relevance 63%
no public price
agentql_mcp
● MCP · relevance 63%
$99/mo Pro
0% vs Pro median
minhamorada_pt
● MCP · relevance 63%
no public price
USDV Capital — Your Real Estate CFO
● MCP · relevance 63%
no public price
propfacil
● MCP · relevance 62%
no public price
DoorVault IDEAL Scoring
● MCP · relevance 62%
no Pro plan
entry $29/mo
PPlatforms4Ranked by relevance
titletrackr
● PLATFORM · relevance 67%
no public price
crex_software
● PLATFORM · relevance 65%
no public price
unframe_ai
● PLATFORM · relevance 64%
no public price
datainsta_real_estate
● PLATFORM · relevance 64%
no public price
OOther1Ranked by relevance
trackxi
● OTHER · relevance 65%
$58.25/mo Pro
-18% vs Pro median
AAPIs4Ranked by relevance
xcrawl
● API · relevance 64%
$49/mo Pro
0% vs Pro median
bluefield_data_api
● API · relevance 63%
$19/mo Pro
-61% vs Pro median
Web Search Agents
● API · relevance 63%
no public price
Cabot Solutions
● API · relevance 62%
$499/mo Pro
+918% vs Pro median

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.