MCP products signals

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

New-entrant attention

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

17.8% of MCP discovery attention goes to newcomers

Fresh launches make up 6% of the products winning discovery attention in the last 7 days.

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.

Freemium48.7%
Subscription22.3%
Free19%
Paid7.8%
One-time2.2%

Market concentration

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

42 / 100

consolidating

FragmentedConsolidated

MCP is consolidating - a handful of products are capturing a growing slice of attention.

Herfindahl index: 76.3 / 10,000

AI engines discovering MCP

Top 5

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

ByteDance
35.2% share
Meta AI
22.2% share
ChatGPT
21.6% share
OpenAI Search
10.5% share
Perplexity
4.3% share

Device mix

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

Desktop88.1%
Laptops and desktops
Mobile11.9%
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 signals by lens

Slice AI activity by what products do, who they serve, where they run, and which AI is surfacing them.

Use cases

What people keep asking AI to find products for.

Browse all use cases

Audiences

Who the most-surfaced products are built for.

Browse all audiences

Platforms

Where products ship - 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.