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Market around Preferly MCP server

A hosted, read-only MCP server that checks websites for AI crawler access, llms.txt, business schema, readable business information, and AI visibility. It works with Claude, ChatGPT, Cursor, VS Code, and other MCP clients.

Visit github.com ↗Pricing page ↗
Pricing (0 buyer tiers · 1 plan)
Free plan available Free
As parsed from github.com/preferly-ai/preferly-mcp on 2026-11-15.

Explore the market

Prices and medians update for the tier you select.

Compare at
Preferly MCP server · Pro
No Pro plan
—
Pro-MCP server median
$39
across 5 priced MCP servers
vs Pro MCP servers
No comparison
Preferly MCP server doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
62nd pctile
312 competing vendors
Comparable listings · 30d
—
Agents · Pro median
$69/mo
3 priced · —–— mid 50%
MCP servers · Pro median
$39/mo
5 priced · $39–$55.86 mid 50%
Platforms · Pro median
$34/mo
4 priced · —–— mid 50%

Agents cost 1.8× MCP servers at the Pro tier.

Price spectrum · Pro plans · 13 of 18 providers priced · log scale · $9 → $490/mo
Agents MCP servers APIs Platforms◻ shaded = middle 50% · line = median (all types)Preferly MCP server has no comparable Pro price — not plotted

Products in this market

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

MMCP servers31Ranked by similarity
Preferly MCP serverthis listing
● MCP
no public price
Siteiz
● MCP84% similar
$490/mo Pro
+1156% vs Pro median
Open For Agents Website
● MCP81% similar
no public price
GEO Tool MCP Server
● MCP81% similar
no public price
GEO Optimizer MCP
● MCP81% similar
no public price
ActableSite MCP
● MCP81% similar
$39/mo Pro
0% vs Pro median
CitedBy MCP
● MCP80% similar
no public price
CitedBy
● MCP80% similar
$49/mo Pro
+26% vs Pro median
AIHackr MCP
● MCP79% similar
no Pro plan
entry $7/mo
Upshift MCP Server
● MCP79% similar
no public price
AI
Ai Crawler Readiness
● MCP79% similar
no public price
Crawl Readiness MCP Server
● MCP79% similar
$39/mo Pro
0% vs Pro median
Webmcp Tool
● MCP78% similar
no public price
Answer Checkup
● MCP78% similar
no public price
geoscore
● MCP77% similar
no public price
Growth
● MCP77% similar
no public price
AI Visibility MCP
● MCP76% similar
no public price
DI
discoveryagent
● MCP76% similar
no public price
CrawlerPeek
● MCP76% similar
no public price
Registry402
● MCP76% similar
no public price
Family Fishin
● MCP76% similar
no public price
warOnSaaS Scanner
● MCP76% similar
no public price
Llmsmap
● MCP76% similar
no public price
KitchenSink4Web
● MCP76% similar
no Pro plan
entry $25/mo
Unrendered
● MCP75% similar
no public price
Personal MCP Server
● MCP75% similar
no public price
llms-audit
● MCP75% similar
no public price
Eralabs Ai Ora
● MCP75% similar
no public price
JsonLink MCP Server
● MCP75% similar
no Pro plan
entry $15/mo
citable
● MCP75% similar
no public price
sitepulsar
● MCP74% similar
$29/mo Pro
-26% vs Pro median
OOther5Ranked by similarity
Preferly
● OTHER87% similar
no public price
Web Intelligence API
● OTHER79% similar
no public price
CiteContext MCP Server
● OTHER77% similar
no public price
Search Scope AI Visibility Auditor
● OTHER75% similar
no public price
IDAEO
● OTHER75% similar
no Pro plan
entry $20/mo
AAgents6Ranked by similarity
AgentFix
● AGENT81% similar
$99/mo Pro
+43% vs Pro median
LLMready
● AGENT79% similar
$19/mo Pro
-72% vs Pro median
AgenticWebScore
● AGENT78% similar
no public price
BotVisibility
● AGENT76% similar
no public price
Is Your Site Agent-Ready?
● AGENT76% similar
no public price
AnswerBeacon
● AGENT75% similar
$69/mo Pro
0% vs Pro median
PPlatforms4Ranked by similarity
Faro
● PLATFORM79% similar
$9/mo Pro
-74% vs Pro median
CoreLoop
● PLATFORM78% similar
$79/mo Pro
+132% vs Pro median
AI Web Signals
● PLATFORM75% similar
$49/mo Pro
+44% vs Pro median
AgentReady
● PLATFORM75% similar
$19/mo Pro
-44% vs Pro median
AAPIs4Ranked by similarity
PublicParse AI-readiness audit
● API77% similar
no public price
CitePulse AI
● API76% similar
no public price
agent-ready
● API76% similar
$19/mo Pro
Citewren by CyberMax
● API76% similar
no Pro plan
entry $8/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.