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Market around Product Search Ranking Agent

An MCP server that searches a synthetic product catalog, ranks in-stock matches using relevance, ratings, and campaign signals, and returns transparent product recommendations with images and ranking explanations.

Visit pypi.org ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Product Search Ranking Agent · Pro
No Pro plan
—
Pro-MCP server median
$79
across 9 priced MCP servers
vs Pro MCP servers
No comparison
Product Search Ranking Agent doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
60th pctile
16 competing vendors
Comparable listings · 30d
Flat
driven by Lemmebuyit $999→$49.99
MCP servers · Pro median
$79/mo
9 priced · $29–$99 mid 50%
Price spectrum · Pro plans · 4 of 14 providers priced · log scale · $29 → $99/mo
MCP servers◻ shaded = middle 50% · line = median (all types)Product Search Ranking Agent has no comparable Pro price — not plotted

Products in this market

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

MMCP servers44Ranked by similarity
Product Search Ranking Agentthis listing
● MCP
no public price
forage_shopping
● MCP79% similar
no public price
Correkt Commerce
● MCP78% similar
no public price
channel3
● MCP78% similar
no public price
Lemmebuyit
● MCP78% similar
$49.99/mo Pro
-37% vs Pro median
cross_shop
● MCP78% similar
no public price
menlo_labs_shopping_mcp
● MCP78% similar
no public price
Agentic Shelf
● MCP77% similar
no Pro plan
entry $149/mo
vistoya
● MCP77% similar
no public price
show_hn_agentic_product_discov
● MCP76% similar
no public price
AM
amazon-affiliate-mcp
● MCP76% similar
no Pro plan
entry $10/mo
commerce
● MCP76% similar
no public price
shopping_discovery
● MCP76% similar
no public price
hugendubel_fachinformationen
● MCP76% similar
no public price
AG
agent_rails
● MCP75% similar
no public price
intentlink
● MCP75% similar
no public price
amazon-data
● MCP75% similar
$99/mo Pro
+25% vs Pro median
E-Commerce MCP Tool Server
● MCP74% similar
no public price
Shop Search MCP
● MCP74% similar
no public price
GenPark Conversational Product Discovery Skill
● MCP74% similar
no public price
shoptera
● MCP74% similar
no public price
auracite
● MCP73% similar
no public price
JobDataLake
● MCP73% similar
no Pro plan
entry $50/mo
context_awesome
● MCP73% similar
no public price
PA
partle
● MCP73% similar
no Pro plan
entry $10/mo
ShopGraph
● MCP73% similar
no Pro plan
entry $99/mo
logicbroker_mcp_server
● MCP73% similar
no public price
Epinu MCP
● MCP73% similar
no public price
cite42
● MCP72% similar
no public price
Jina AI
● MCP72% similar
no public price
neonjelly
● MCP72% similar
$29/mo Pro
-63% vs Pro median
Cloudflare AI Search
● MCP72% similar
no Pro plan
entry $10/mo
agentic_commerce
● MCP72% similar
0.50 usage Pro
not monthly-comparable
ME
merka2a
● MCP72% similar
no Pro plan
entry $10/mo
marketbasketanalysis
● MCP72% similar
$99/mo Pro
+25% vs Pro median
findstack
● MCP71% similar
no public price
kifly
● MCP71% similar
no Pro plan
entry $199/mo
SuperColony
● MCP71% similar
no public price
WebVector
● MCP71% similar
no public price
ecomgraph
● MCP71% similar
no public price
OP
openlibrary_mcp_server
● MCP71% similar
no public price
Tavily
● MCP71% similar
no public price
agentdeals
● MCP71% similar
no public price
AI
ai-scout
● MCP71% similar
no Pro plan
entry $10/mo
AAPIs1Ranked by similarity
BuyWhere
● API78% similar
no public price
PPlatforms1Ranked by similarity
airshelfai_agentic_commerce_pl
● PLATFORM73% similar
no public price
AAgents3Ranked by similarity
incomeos-agent-merchant
● AGENT72% similar
no public price
GPTrader
● AGENT72% similar
no public price
enaiblex
● AGENT71% similar
no public price
OOther1Ranked by similarity
AI E-Commerce Shopping Assistant
● OTHER72% 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.