Market
Live product catalog & traffic/revenue benchmarks · Updated Nov 14
AI Models & Agents/Agent Tools & MCP Servers·Capabilities plugged into agents: MCP servers, agent browsers, sandboxes, memory and tool APIs.
- Products
- 2,131
- +58 this week
- With traffic
- 592
- 135 over 10K/mo
- Total monthly visits
- 20.8M
- Top 3 account for 24%
Key Findings
- +11.8%
MoM traffic change for Agent Tools & MCP Servers
Browse by use case → - 9
sites doubled traffic two months in a row (2% of measured sites)
View products → - 30%
of revenue-verified products have under 10K monthly visits
View products → - 50%
of sites get most traffic from Organic Search
419 sites with channel data · View products →
Market Structure
Active sites form the largest tier (46%); domains registered within the past year make up 62%.
Site Tiers
1,020 websites · Hover for rules
Monthly Visits
592 websites
Recent Growth
Grew every recent month · banded by the slowest month · from ≥100 visits
Domain Age
<1 year: 632
Acquisition & Regions
Channels and regions rest on 419 websites with 1,000+ monthly visits and a breakdown for their latest traffic month; United States is the most common top region (38%).
Primary Channels
419 websites · Latest channel month per site · ≥1,000 monthly visits · by leading channel
- Organic Search20850%
- Direct20850%
- Referrals00%
- Social Media2<1%
- Paid Ads1<1%
- AI Assistants00%
Top Countries & Regions
227 websites · Latest channel month per site · by top region
Positioning & Form
Most commonly targets Developers & Engineering Teams (65% of classified benchmark products); Web App is the most common delivery form (73%).
Target Audience
1,020 classified products with traffic/revenue · multi-select
Product Form
Delivery form stated on website · multi-select
Agent & Dev forms:VS Code Extension13JetBrains Plugin1
Host Platform Ecosystem
Host platforms for extensions, apps, or bots
AI Adoption & Role
909 analyzed websites · Hover for rules
62%offer AI capabilities · 565 products
Revenue
Most common verified MRR band is $100–1K (35%); 6 products earn $10K+ MRR; median MRR per 1K monthly visits is $147.34.
Revenue Distribution
23 verified revenue · 5 without traffic data
Among revenue-verified products with ≥1K monthly visits, median MRR per 1K visits is $147.34
Sub-use Cases
Most common sub-use case is Agent Memory with 463 products (22%).
Popular Sub-use Cases
2,131 classified products · multi-select
Launches & Pricing
1,705 products launched in the last 12 months, led by Product Hunt; Free is the most common pricing model.
Launch Timeline
All launches in the last 12 months · pale bar is this month so far
Launch Channels
978 products with launch records
| Channel | Products | Top 10% visits | ≥10K visits | Revenue |
|---|---|---|---|---|
| Product Hunt | 645 | 8.3K | 9% | 3 |
| Show HN | 214 | 34.5K | 14% | 4 |
| TrustMRR | 24 | 21.7K | 29% | 13 |
| DevHunt | 18 | 32.2K | 11% | 0 |
| BetaList | 11 | <5K | 0% | 0 |
| Uneed | 11 | 10.9K | 18% | 0 |
| V2EX | 10 | 103.5K | 30% | 0 |
| Findly.tools | 9 | — | 22% | 1 |
| IndiePage | 9 | — | 11% | 0 |
| 阮一峰周刊投稿 | 7 | — | 29% | 0 |
Pricing Models
Entry price is lowest monthly paid tier
| Pricing model | Products | Revenue | Median entry |
|---|---|---|---|
| Free | 371 | <1% | — |
| Freemium | 269 | 4% | $15 |
| Subscription | 97 | 8% | $19 |
| Usage-based | 92 | 2% | $20 |
| One-time | 32 | 6% | $24 |
| Contact Sales | 5 | 0% | — |
Monthly Entry Price
381 products, excluding <$5
Notable Products
High-growth sites
With a launch record
- Browser UseBrowser agents and cloud browsers.1.2M/mo
- Desktop CommanderUse your computerfrom chat1M/mo
- CapafyDomain Expert AI Agent Store796.8K/mo
- Moli by LexmountMoli-Powered Cloud Browsers for AI Agents and Harnesses313.5K/mo
- Agent 37The Cheapest Sandbox for Agents.180K/mo
- MonidConnect your agentto every tool it needs.135.8K/mo
Verified revenue
- LLMBaseBrowse 2 AI agent skills from claude-office-skills. 9.5K total installs.$2,324188.9K/mo
- RespiraThe AI you already pay for, now with hands on your WordPress site.$1,64320.2K/mo
- ClaudeKitGive Claude Code a real team$606.21<5K/mo
- ContextBoltYour AI is guessing. Give it context.$56921.7K/mo
- ClawLinkLet your Agent useGmail$441.214.3K/mo
- Claude MarketEvery skill, MCP server, and plugin for Claude$350<5K/mo
Newly registered
Domain < 3 months · with a launch record
Low traffic, earning
< 10K monthly visits
- ArtiforgeCut 40% of your code review timewithout changing your IDE$281.41<5K/mo
- Nowledge MemAI tools change.Your memory should compound.$104.91<5K/mo
- Crew ClawYour AI Employee Starts in 60 Seconds$297.5K/mo
- MacuseGive Your AI Superpowers on macOS$2,230/30d<5K/mo
- asciiMost powerful & affordable cloud VMs for agents≥$1M/yrClaimed<5K/mo