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Market around prefrosh.ai

An MCP connector for Claude, ChatGPT, and Muse that provides college profiles, admission odds, school comparisons, and simulated admissions-game feedback.

Visit prefrosh.ai ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
prefrosh.ai · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
prefrosh.ai doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
71st pctile
339 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$19/mo
7 priced · $12.41–$60.4 mid 50%
Price spectrum · Pro plans · 8 of 13 providers priced · log scale · $4.99 → $299/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)prefrosh.ai has no comparable Pro price — not plotted

Products in this market

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

OOther3Ranked by similarity
prefrosh.aithis listing
● OTHER
no public price
Agent Scout
● OTHER73% similar
no public price
datarust
● OTHER73% similar
no public price
MMCP servers42Ranked by similarity
godspeed
● MCP76% similar
no public price
Ninelayer
● MCP76% similar
$29/mo Pro
+53% vs Pro median
Clevera MCP Server
● MCP75% similar
$86.8/mo Pro
+357% vs Pro median
StudentOS
● MCP75% similar
no public price
Linkedin Mcp Server 2
● MCP75% similar
no public price
SaSame Research
● MCP74% similar
no public price
Invokary Platform Requirements MCP Server
● MCP74% similar
no public price
Obsidiyan Engine
● MCP74% similar
no public price
Mxlore
● MCP74% similar
no public price
Dora
● MCP74% similar
$4.99/mo Pro
-74% vs Pro median
EDUMCP
● MCP74% similar
no public price
Finstack
● MCP74% similar
$299/mo Pro
+1474% vs Pro median
HF MCP Server
● MCP73% similar
no public price
WebChatMCP.js
● MCP73% similar
no public price
tips33
● MCP73% similar
no public price
Claude Ipc
● MCP73% similar
no public price
Claude Eval MCP
● MCP73% similar
no public price
Agent Analytics Eval
● MCP73% similar
no public price
YU
Yury AI Gateway
● MCP73% similar
no public price
TheBetterHire MCP Connector
● MCP73% similar
no public price
Denser MCP Server
● MCP73% similar
no public price
Mcp Server Circleci
● MCP72% similar
no public price
Bhived
● MCP72% similar
no Pro plan
entry $13/mo
MCP OpenAI
● MCP72% similar
no public price
Mcp Perplexity
● MCP72% similar
no public price
Squad
● MCP72% similar
no public price
Knowledge Porridge
● MCP72% similar
no public price
Memnar
● MCP72% similar
no Pro plan
entry $10/mo
Foundersos
● MCP72% similar
no public price
Multidim MCP
● MCP72% similar
no public price
BasedAgents Keyring
● MCP72% similar
no public price
Coach MCP
● MCP72% similar
no Pro plan
entry $11/mo
Mcp4Lms
● MCP72% similar
no public price
PrismCrawl MCP Server
● MCP72% similar
no public price
coding-agents-mcp
● MCP72% similar
no public price
EmpirioLabs MCP Server
● MCP72% similar
$49.9/mo Pro
+163% vs Pro median
Lodd Analytics
● MCP72% similar
no Pro plan
entry $11/mo
Ribcage Verification Research Desk
● MCP72% similar
no public price
Strategy Lab
● MCP72% similar
no public price
Oi Ai
● MCP72% similar
$19/mo Pro
0% vs Pro median
Promptarch
● MCP72% similar
$9/mo Pro
-53% vs Pro median
Gambit
● MCP72% similar
no public price
PPlatforms2Ranked by similarity
Agent Tools by OpenKrill
● PLATFORM73% similar
no public price
Mcpjam
● PLATFORM72% similar
$24/mo Pro
AAgents2Ranked by similarity
Nexus Deep Research
● AGENT72% similar
no public price
Find MCP
● AGENT72% similar
no public price
AAPIs1Ranked by similarity
Heard
● API72% similar
no Pro plan
entry $24/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.