Signals lens

MCP products signals

Name: MCP products signals
Creator: PeerPush
License: https://peerpush.com/terms

How AI assistants, crawlers, and humans are discovering MCP products on PeerPush. Updated daily.

Browse all MCP products

New-entrant attention

How much discovery attention fresh launches are winning in MCP. Last 7 days.

10.2% of MCP discovery attention goes to newcomers

Fresh launches make up 3.8% of the products winning discovery attention in the last 7 days.

New-entrant momentum

Whether fresh products are joining MCP faster than the week before.

New entrants are accelerating in MCP

+12%

Switcher pressure

How much alternative-shopping demand is flowing toward what MCP products challenge. Last 7 days.

Heavy

Heavy alternative-shopping demand - many people are actively researching incumbents here.

Pricing mix

How MCP products are priced. Helps buyers know what to expect.

Freemium46.8%
Free21.6%
Subscription20.9%
Paid8.1%
One-time2.6%

Market concentration

How concentrated discovery attention is across MCP products. Last 7 days.

26 / 100

competitive

FragmentedConsolidated

MCP is competitive - attention is shared across a broad field with a few pulling ahead.

Herfindahl index: 30.7 / 10,000

AI engines discovering MCP

Top 5

The AI engines most active on MCP products, led by Meta AI. Last 7 days.

Meta AI
46.8% share
ChatGPT
19% share
ByteDance
12.6% share
ClaudeBot
6.6% share
TikTok
4.6% share

Device mix

How MCP gets discovered: desktop vs mobile. Last 7 days.

Desktop88.7%
Laptops and desktops
Mobile11.3%
Phones and tablets

Rising categories

Top 3

The categories gaining AI attention among MCP products this week.

Rising use cases

Top 3

The use cases gaining AI attention among MCP products this week.

Explore the whole marketEvery category, audience, platform, and AI engine on one page.

Explore the catalog by lens

Jump into the catalog by what products do, who they serve, and where they run.

Use cases

Browse the products behind the use cases AI is asked about most.

Browse all use cases

Audiences

Browse the products built for the audiences AI surfaces most.

Browse all audiences

Platforms

Browse products by where they run: web, mobile, CLI, MCP.

Frequently asked questions

It shows how AI assistants, crawlers, and humans are discovering products in MCP products on PeerPush, including rising challengers and which AI engines are most active in this space.

Momentum is measured by week-over-week growth in detail views, clicks, AI agent results, and new product launches for products in MCP products; visitor-derived numbers are published only when distinct-visitor counts clear the k-anonymity floor.

The MCP products signals refresh on a rolling schedule, with short windows recomputed every few minutes and longer windows on slower cycles.

Yes. The MCP products signals are free to view on the public tier, with deeper history and detail available on Pro.

How we count AI traffic

What “AI Surface Area” combines, how we treat redaction, and why we don't show absolute counts until volume crosses a floor.