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Market around ShelfSignal

An open MCP server and store index that lets AI agents find nearby merchants and products, check stock likelihood, and verify listing receipts with freshness and validation details.

Visit github.com ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
ShelfSignal · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
ShelfSignal doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
87th pctile
829 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$60/mo
7 priced · $47–$99.5 mid 50%
Price spectrum · Pro plans · 7 of 12 providers priced · log scale · $9 → $100/mo
MCP servers◻ shaded = middle 50% · line = median (all types)ShelfSignal has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches ShelfSignal'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
ShelfSignalthis listing
● OTHER
no public price
German AI Shopping Skills
● OTHER76% similar
no public price
MMCP servers47Ranked by similarity
HE
Henry
● MCP85% similar
no public price
Muse Commerce MCP
● MCP83% similar
no public price
Forage Shopping
● MCP83% similar
no public price
Loppee
● MCP83% similar
$35/mo Pro
-42% vs Pro median
Lemmebuyit
● MCP82% similar
$49.99/mo Pro
-17% vs Pro median
PA
Partle
● MCP82% similar
no public price
Commerce
● MCP82% similar
no public price
ANHA Registry
● MCP82% similar
no public price
Agentic Shelf
● MCP81% similar
no Pro plan
entry $149/mo
AI Price MCP
● MCP81% similar
no public price
AisleNode
● MCP80% similar
no public price
Beacon
● MCP80% similar
no public price
Cross Shop
● MCP80% similar
no public price
amazon-data
● MCP80% similar
$99/mo Pro
+65% vs Pro median
Correkt Commerce
● MCP80% similar
no public price
Agent Asset Overview
● MCP80% similar
no public price
TH
The 1f3ea Marketplace
● MCP80% similar
no public price
Openajan
● MCP80% similar
no public price
Show Hn Agentic Product
● MCP80% similar
no public price
Intentlink
● MCP80% similar
no public price
Clickwise Publisher API & MCP
● MCP79% similar
no public price
Kifly
● MCP79% similar
no Pro plan
entry $199/mo
Prowl
● MCP79% similar
$60/mo Pro
0% vs Pro median
Channel3
● MCP78% similar
no public price
Ucp Checker
● MCP78% similar
no public price
Contextwindowsupply
● MCP78% similar
no public price
Shop Search MCP
● MCP78% similar
no public price
BO
Booyah Index
● MCP78% similar
no public price
Product Search Ranking Agent
● MCP78% similar
no public price
E-Commerce MCP Tool Server
● MCP78% similar
no public price
Patagon Inventory MCP
● MCP77% similar
no public price
BPR MCP Server
● MCP77% similar
no public price
By Adunni MCP Server
● MCP77% similar
no public price
agentic_commerce
● MCP77% similar
0.50 usage Pro
not monthly-comparable
Qasper
● MCP77% similar
$100/mo Pro
+67% vs Pro median
Moonlings
● MCP77% similar
no public price
Market Fiyatı MCP
● MCP77% similar
no public price
GoBuy Product Trust MCP Server
● MCP77% similar
no public price
AG
Agent Rails
● MCP77% similar
no public price
Scrapewise MCP Server
● MCP77% similar
no Pro plan
entry $2191/mo
Menlo Labs Shopping
● MCP77% similar
no public price
Realask
● MCP76% similar
no public price
Logicbroker
● MCP76% similar
no public price
Nexez
● MCP76% similar
$39/mo Pro
-35% vs Pro median
Unwrangle MCP
● MCP76% similar
no public price
scraping-api-marketplace
● MCP76% similar
no public price
GetCurrentOffer
● MCP76% similar
$9/mo Pro
-85% vs Pro median
PPlatforms1Ranked by similarity
AgenticFeed
● PLATFORM76% similar
no Pro plan
entry $21/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.