Get Your MCP App Discovered by Humans and Agents

ChatGPT Apps, Claude Connectors, Cursor Plug-ins & beyond.
We help your tools get selected at the moment of highest intent.

We help apps get discovered on

Trusted by the world's largest companies

The Problem

You built the app. The hard part now is getting it discovered.

01

App store intelligence

You do not actually know where your MCP App appears, what your competitors are doing, which keywords matter, or how to improve ranking before the store shifts again.

02

Tool quality

You built the tooling, but you do not know how it performs at scale in real ChatGPT sessions, and simulator testing can diverge by up to 60% from what users actually experience.

03

Preparing for organic discovery

Everyone wants to win organic discovery, but most teams do not know how to prime their app now so it gets surfaced above competitors after a user's prompt.

How It Works

The AI Discoverability Stack

This is how to get your app discovered by humans and agents.

Dynamic discovery

Primary layer

Dynamic discovery is when AI naturally chooses your app in alignment with the user's intent. Our platform gives you data and agents to improve performance, increase discoverability, and win more users in your category.

Live now

MCP App Monitor

Know the moment your MCP App fails

Daily monitoring in the real client with screenshot proof. Claim your app, add your golden prompt set, we test daily, and you know instantly when conversational performance breaks.

Private beta

Conversational Testing

Realistic conversational testing at scale

Run hundreds of prompts across user types in live ChatGPT sessions to see where your app gets chosen, where it drops out, and what that means for discoverability.

Private beta

Optimization Agents

Optimize for discovery

Use AI agents to turn testing and organic prompt data into continuous discoverability improvements, so your app gets surfaced more often and wins more users in your category.

Static discovery

Static discovery helps you understand and improve how your app appears in app stores.

Free, available now

MCP App Intelligence

Understand the landscape

500+ apps tracked daily. See who is ranking, what is launching, and where you stand so you have the intelligence to improve static and dynamic discovery.

Who It's For

Built for teams that want to own their category

Developers & Technical Teams

Own discoverability across monitoring, tooling quality, and live-client testing. Use MCP App Monitor, scaled testing, and real recommendation data to understand how your MCP App is surfaced and what needs to change to increase discoverability.

Product & Marketing Teams

Turn discoverability into a growth lever. See where your MCP App is winning or losing visibility, then use clearer signals and optimization agents to improve performance, capture more users, and win the category over competitors.

Founders

Built by the leading voices in MCP App Discoverability

Talk at MCP Connect Day, in Paris:

“If the LLM Can't Find You,
You Don't Exist”

A practical framework for winning your category, getting surfaced more often, and turning AI app discoverability into a growth channel.

Blog

Ideas, frameworks, and tactical guidance on AI app discoverability

Guide

The Complete Guide to ChatGPT App Discoverability

A practical breakdown of metadata, ranking signals, prompt structure, and the factors that influence whether an app gets surfaced.

Frequently asked questions

Get your app discovered today.

Understand where you rank, improve how AI platforms choose your MCP App, and get ahead before your competitors do.