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Market around AI Price Lookup Agent

An open-source Python demo of an LLM tool-calling agent that looks up catalog product prices and applies tiered discounts using LangChain and Ollama.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
AI Price Lookup Agent · Pro
No Pro plan
—
Pro-agent median
—
insufficient comparable pricing
vs Pro agents
No comparison
AI Price Lookup Agent doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
3rd pctile
1 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$50/mo
1 priced · $50–$50 mid 50%
MCP servers · Pro median
$29.5/mo
6 priced · $19.25–$84 mid 50%
Platforms · Pro median
$1995/mo
1 priced · $1995–$1995 mid 50%

Agents cost 1.7× MCP servers at the Pro tier.

Price spectrum · Pro plans · 8 of 19 providers priced · log scale · $11.99 → $1995/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)AI Price Lookup Agent has no comparable Pro price — not plotted

Products in this market

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

AAgents8Ranked by relevance
AI Price Lookup Agentthis listing
● AGENT · relevance 100%
no public price
sk_pricer
● AGENT · relevance 63%
no public price
Catalog Entry AI Agents
● AGENT · relevance 62%
$50/mo Pro
incomeos-agent-merchant
● AGENT · relevance 62%
no public price
Market Intelligence Agent
● AGENT · relevance 61%
no public price
dynamicpricingai
● AGENT · relevance 60%
no Pro plan
entry $75/mo
sv_excel_agent
● AGENT · relevance 60%
no public price
Kairix Agentic Pricing Intelligence
● AGENT · relevance 60%
no public price
MMCP servers38Ranked by relevance
MA
Math-MCP
● MCP · relevance 69%
no Pro plan
entry $10/mo
XFMS - Xpansion Framework Model Source
● MCP · relevance 68%
no public price
//beforeyouship — LLM cost modeling from your editor
● MCP · relevance 67%
$20/mo Pro
-32% vs Pro median
MathMethods MCP
● MCP · relevance 67%
no public price
TI
Time Awareness Server
● MCP · relevance 65%
no Pro plan
entry $10/mo
AL
Alpaca Trading Integration
● MCP · relevance 64%
no Pro plan
entry $10/mo
delega.ai for AWS Pricing Calculator
● MCP · relevance 63%
$39/mo Pro
+32% vs Pro median
minio_mcp_server
● MCP · relevance 63%
no public price
PC
pcx
● MCP · relevance 62%
no Pro plan
entry $10/mo
SI
Signal Desk by LarryBuildsAI
● MCP · relevance 62%
no public price
CigarFinder
● MCP · relevance 61%
no public price
CA
Calculator
● MCP · relevance 61%
no Pro plan
entry $10/mo
shopmcp
● MCP · relevance 61%
no public price
customclaw
● MCP · relevance 61%
no public price
LO
Loblaw Grocery Search
● MCP · relevance 61%
no Pro plan
entry $10/mo
api-mcp
● MCP · relevance 61%
no public price
WH
whichmodel-mcp
● MCP · relevance 61%
no Pro plan
entry $10/mo
TO
token_optimizer
● MCP · relevance 61%
$11.99/mo Pro
-59% vs Pro median
saleslayer_mcp
● MCP · relevance 60%
no public price
EX
Exact Online
● MCP · relevance 60%
no Pro plan
entry $10/mo
cdk_pywrapper_mcp
● MCP · relevance 60%
no public price
Edu DB Readonly MCP
● MCP · relevance 60%
no public price
macos_tools_mcp
● MCP · relevance 60%
no public price
gocreative
● MCP · relevance 60%
$99/mo Pro
+236% vs Pro median
VE
vetted_consumer
● MCP · relevance 60%
no Pro plan
entry $10/mo
FreightUtils MCP Server
● MCP · relevance 60%
$19/mo Pro
-36% vs Pro median
taskrail
● MCP · relevance 60%
no public price
BuyAPI
● MCP · relevance 59%
no public price
finance_trading_ai_agents_mcp
● MCP · relevance 59%
no public price
time_mcp
● MCP · relevance 59%
no public price
kinetic_pricing
● MCP · relevance 59%
$99/mo Pro
+236% vs Pro median
toolradar
● MCP · relevance 59%
no public price
commerce_mcp
● MCP · relevance 59%
no public price
mcp_python_interpreter
● MCP · relevance 59%
no public price
X4
x402_checker
● MCP · relevance 59%
no public price
cross_shop
● MCP · relevance 59%
no public price
priorlabs_ai
● MCP · relevance 59%
no public price
mlb_api_mcp
● MCP · relevance 59%
no public price
AAPIs1Ranked by relevance
BuyWhere
● API · relevance 62%
no public price
PPlatforms2Ranked by relevance
pricerium
● PLATFORM · relevance 60%
$1995/mo Pro
DeepOpinion
● PLATFORM · relevance 59%
no Pro plan
entry $199/mo
OOther1Ranked by relevance
agent_context_org_guides
● OTHER · relevance 59%
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.