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Market around Somm

An MCP server that compares available AI models using benchmarks, pricing, and subscriptions, then recommends models for agent roles and estimates configuration costs.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
somm · Pro
No Pro plan
—
Pro-MCP server median
$29
across 5 priced MCP servers
vs Pro MCP servers
No comparison
somm doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
52nd pctile
15 competing vendors
Comparable listings · 30d
Flat
based on 9 comparable products with price history
MCP servers · Pro median
$29/mo
5 priced · $21.66–$29 mid 50%
Platforms · Pro median
$36/mo
4 priced · —–— mid 50%
Price spectrum · Pro plans · 10 of 12 providers priced · log scale · $5 → $99/mo
MCP servers Platforms Other◻ shaded = middle 50% · line = median (all types)somm has no comparable Pro price — not plotted

Products in this market

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

MMCP servers28Ranked by similarity
Sommthis listing
● MCP
no public price
Tool Directory MCP Server
● MCP79% similar
no public price
Harpd Agent API
● MCP78% similar
no public price
Infrabase MCP Server
● MCP78% similar
no public price
BuyAPI
● MCP78% similar
no public price
Forage Tool Resolver
● MCP77% similar
no public price
RightAIChoice MCP Server
● MCP77% similar
no public price
WH
whichmodel-mcp
● MCP77% similar
no public price
Aidemos
● MCP77% similar
no public price
Tickerr Live Status
● MCP76% similar
no public price
Marketaiverse
● MCP76% similar
no public price
GateOnAI MCP Server
● MCP75% similar
no public price
ALPNAI
● MCP75% similar
$19/mo Pro
-34% vs Pro median
Competlab
● MCP75% similar
no public price
AgentCrush
● MCP75% similar
$29/mo Pro
0% vs Pro median
SkillFlow - AI Skills Marketplace
● MCP75% similar
no public price
Hugging Bay
● MCP74% similar
no public price
Promptibus
● MCP74% similar
$9.99/mo Pro
-66% vs Pro median
CloudXray AI
● MCP74% similar
no public price
Agentic Keychain
● MCP74% similar
no public price
agentdeals
● MCP74% similar
no public price
free2aitools
● MCP74% similar
no public price
Ai Economics
● MCP73% similar
no public price
The Profound Agency MCP Server
● MCP73% similar
no public price
Foresee
● MCP73% similar
no Pro plan
entry $148/mo
Forage Shopping
● MCP73% similar
no public price
IntegrityPulse FinOps
● MCP73% similar
$29/mo Pro
0% vs Pro median
Fmp Mcp Server 2
● MCP73% similar
$69/mo Pro
+138% vs Pro median
PPlatforms8Ranked by similarity
Ai Agents Arena
● PLATFORM80% similar
$15/mo Pro
-58% vs Pro median
Daishi Studio
● PLATFORM79% similar
$49/mo Pro
+36% vs Pro median
Capafy
● PLATFORM75% similar
no Pro plan
entry $8/mo
Bottrade
● PLATFORM74% similar
$19.99/mo Pro
-44% vs Pro median
ManyLives
● PLATFORM74% similar
no public price
Lucidic Ai
● PLATFORM74% similar
no public price
SimpleServe
● PLATFORM74% similar
no public price
ContextIQ
● PLATFORM74% similar
$5/mo Pro
-86% vs Pro median
OOther10Ranked by similarity
Ai Vendor Risk Assessment
● OTHER77% similar
no public price
Aiagentsdirectory Com
● OTHER77% similar
no public price
Agentic.ai
● OTHER76% similar
$99/mo Pro
agent-budget
● OTHER76% similar
no public price
Alternatesai Ai Agent Marketpl
● OTHER75% similar
no public price
Burn Ledger
● OTHER75% similar
no public price
Greenbookorg
● OTHER74% similar
no public price
AgentDynamics
● OTHER73% similar
no public price
ServeLearnBench
● OTHER73% similar
no public price
Productresearchskill
● OTHER73% similar
no public price
AAgents2Ranked by similarity
Comprehensive Ai Agent Capabil
● AGENT73% similar
no public price
AtlasBurn
● AGENT72% similar
no public price
AAPIs2Ranked by similarity
Recursant
● API73% similar
no public price
AgentHC Intelligence API
● API72% 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.