AAI Gateway

by gybob

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Unified MCP & skill management gateway with progressive disclosure. Manages multiple MCP servers as Agent Apps, loading tool schemas on demand for 99% context token savings. Shared across Claude Code, Codex, OpenCode and more.

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Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name AAI Gateway

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

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

JSON

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

JSON

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

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

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

JSON

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

JSON

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

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

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

McpServers

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

Transport

"stdio"

Package

"aai-gateway"

Registry

"npm"

AAI Gateway is the interaction gateway for Agent Apps.

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

- AnMCP Serveris an Agent App — it provides a set of tools
- ASkill packageis an Agent App — it provides one or more skills

In AAI Gateway, they are abstracted asAgent Appsunder unified management. Import once, and all AI Agents can use them immediately.

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

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

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

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

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

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 plugins install openclaw-aai-gateway-plugin

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

Each imported Agent App generates anapp_<app-id>tool that returns the full operation guide and tool list when called.

Preset Agent Apps (auto-discovered when locally installed)

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About

Explore

Setting up with Highlight

Claude Desktop / Cursor

McpServers

Transport

Package

Registry

Preset Agent Apps (auto-discovered when locally installed)

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Sequential Thinking

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Github

Filesystem