AAI Gateway

Name: AAI Gateway
Author: gybob

by gybobversion 1.1.10i★ –iRuns on your computer

Registry nameio.github.gybob/aai-gateway

Install

Overview

Description from the maker (original English)

Unified MCP & Skill management gateway, shared across AI agents, 99% context token savings

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiVery new↓ 62/wk · ★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs on your computer
Transport: stdio
Category: Other

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on your computer with your user’s permissions (files, network, apps).
The registry lists no key to fill in.

You need

npmNode.js installed (for the npx command)

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "aai-gateway": {
      "command": "npx",
      "args": [
        "-y",
        "aai-gateway"
      ]
    }
  }
}

Run this in your terminal

claude mcp add aai-gateway -- npx -y aai-gateway

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "aai-gateway": {
      "command": "npx",
      "args": [
        "-y",
        "aai-gateway"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "aai-gateway": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "aai-gateway"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account gybob, which owns the repo
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
– Not applicable
Endpoint responds
This one runs on your computer; there is no internet endpoint
– Not applicable
Sign-in with OAuth
Runs on your computer and uses local settings instead
… Not checked yet
No hidden instructions in tool descriptions
Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Otheri

More stars than 0% of the other 18477 servers in this category
Published to the registry more recently than 5% of the other 18477 servers in this category
Basic checks equal to or better than 100% of the other 18477 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is AAI Gateway safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.1.10) reached the registry 7 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, Readfirst

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

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by formulahendryEarly↓ 66/wk★ 440Updated 14 months ago

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Install

Remote Desktop Commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

by desktop-commanderGrowing★ 211Updated 3 days ago

Runs in the cloud✓ desktopcommander.app

Install

Readfirst

What to read and check before changing a file: project rules, risks, checks and tests per file.

by jeonghun917Growing↓ 5.3K/wkUpdated today

Runs on your computer

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

English | 简体中文 | 日本語 | 한국어

AAI Gateway: Unified MCP & Skill Management, Shared Across AI Agents, 99% Context Token Savings

What Is It

AAI = Agent App Interface

AAI Gateway is the interaction gateway for Agent Apps.

What is an Agent App? An Agent App is a collection of capabilities that an Agent can use. For example:

An MCP Server is an Agent App — it provides a set of tools
A Skill package is an Agent App — it provides one or more skills

In AAI Gateway, they are abstracted as Agent Apps under unified management. Import once, and all AI Agents can use them immediately.

What Problems Does It Solve

Context Bloat

Traditional: 10 MCPs × 5 tools = 50 full schemas ≈ 7,500 tokens injected into every conversation.

AAI Gateway: each Agent App needs only fewer than 50 tokens for a summary, with details loaded on demand. 99% token savings.

Finding Tools Is Hard

Traditional: search GitHub → read READMEs → copy JSON configs → debug connections → restart Agent.

AAI Gateway: tell your Agent "use AAI to search for xxx" — auto-searches, installs, ready to use.

"Use AAI to search for a browser automation tool"

→ Search → finds Playwright MCP → Agent summarizes a one-line Agent App summary → install → ready to use, no restart needed

"Use AAI to search for a PPT creation skill"

→ Search → finds PPT Skill → uses skill description as Agent App summary → install → ready to use, no restart needed

Duplicate Config

Configure the same thing in Claude Code, Codex, and OpenCode separately? Import once through AAI Gateway, all Agents share instantly.

Quick Start (30 Seconds)

Claude Code:

claude mcp add --scope user --transport stdio aai-gateway -- npx -y aai-gateway

Codex:

codex mcp add aai-gateway -- npx -y aai-gateway

OpenCode — add to ~/.config/opencode/opencode.json:

"mcp": { "aai-gateway": { "type": "local", "command": ["npx", "-y", "aai-gateway"], "enabled": true } } }

[OpenClaw](https://openclaw.ai):

openclaw plugins install openclaw-aai-gateway-plugin

Once installed, just tell your Agent what you want to do.

Built-in Tools

Tool	Description
`search:discover`	Search and install new tools with natural language
`mcp:import`	Import an MCP Server as an Agent App
`skill:import`	Import a Skill package as an Agent App
`listAllAaiApps`	List all registered Agent Apps
`enableApp` / `disableApp`	Enable or disable an Agent App per Agent
`removeApp`	Remove an Agent App
`aai:exec`	Execute a specific tool within an Agent App

Each imported Agent App generates an `app_ ` tool that returns the full operation guide and tool list when called.

Preset Agent Apps (auto-discovered when locally installed)

App ID	Name	Description
`claude`	Claude Code	AI coding assistant for code editing, analysis, and development
`codex`	Codex	OpenAI-powered AI coding assistant
`opencode`	OpenCode	AI development assistant for editing files and running commands

Architecture

Developers: Get Your Agent App Auto-Discovered

Create an aai.json descriptor and submit it to src/discovery/descriptors/. When a user's local environment meets the discovery.checks conditions, the Agent will auto-discover your Agent App.

"schemaVersion": "2.0", "version": "1.0.0", "app": { "name": { "default": "My App" } }, "discovery": { "checks": [ { "kind": "command", "command": "my-app" } ] }, "access": { "protocol": "mcp", "config": { "command": "my-app-mcp", "args": ["--stdio"] } }, "exposure": { "summary": "Use when the user wants to do X." } }

discovery.checks supports three check types: command (command exists), file (file exists), path (directory exists).

Supported protocols: mcp, skill, acp-agent

Welcome to submit a PR to contribute new Agent App descriptors, or open an issue for feedback.

AAI Gateway

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Otheri

Common questions

Alternatives

Spec Driven Development

Remote Desktop Commander

Readfirst

README from the maker

AAI Gateway: Unified MCP & Skill Management, Shared Across AI Agents, 99% Context Token Savings

What Is It

What Problems Does It Solve

Context Bloat

Finding Tools Is Hard

Duplicate Config

Quick Start (30 Seconds)

Built-in Tools

Preset Agent Apps (auto-discovered when locally installed)

Architecture

Developers: Get Your Agent App Auto-Discovered