aai-gateway

Overview

AAI Gateway serves as an interaction gateway for Agent Apps, abstracting MCP servers and skill packages under unified management. It solves context bloat by reducing tool schema overhead from ~7,500 tokens to fewer than 50 tokens per conversation, with details loaded on demand. The gateway enables automatic discovery and installation of tools through natural language commands, eliminating the need for manual configuration across different AI agents.

Try asking AI

After installing, here are 5 things you can ask your AI assistant:

• search:discover

  Search and install new tools with natural language

  Try:Search for a browser automation toolTry:Find a PPT creation skill
• mcp:import

  Import an MCP Server as an Agent App

  Try:Import the Playwright MCP serverTry:Add a new MCP server for file operations
• skill:import

  Import a Skill package as an Agent App

  Try:Import the PPT creation skillTry:Add a data analysis skill package
• listAllAaiApps

  List all registered Agent Apps

  Try:Show all installed Agent AppsTry:List all available tools
• enableApp

  Enable an Agent App per Agent

  Try:Enable the Claude coding assistantTry:Turn on the file management app
• disableApp

  Disable an Agent App per Agent

  Try:Disable the browser automation toolTry:Turn off the PPT creation skill
• removeApp

  Remove an Agent App

  Try:Remove the unused MCP serverTry:Delete the old data analysis skill
• aai:exec

  Execute a specific tool within an Agent App

  Try:Execute the search function in the Playwright appTry:Run the file analysis tool in the code assistant

Comparable tools

Installation

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

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

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

openclaw plugins install openclaw-aai-gateway-plugin

FAQ

How does AAI Gateway reduce context overhead?

It reduces tool schema overhead from ~7,500 tokens to fewer than 50 tokens per conversation, with details loaded on demand.

What Agent Apps are supported?

AAI Gateway supports MCP Servers and Skill packages, which are abstracted as Agent Apps under unified management.

Compare aai-gateway with