ultimate_mcp_server vs aai-gateway
Side-by-side comparison to help you pick between these two MCP servers.
ultimate_mcp_server by Dicklesworthstone | aai-gateway by gybob | |
|---|---|---|
| Stars | ★ 149 | ★ 104 |
| 30d uses | — | — |
| Score | 85 | 47 |
| Official | — | — |
| Categories | AI / LLM ToolsBrowser AutomationFile System | Developer ToolsAI / LLM ToolsProductivity |
| Language | Python | TypeScript |
| Last commit | 2 mo ago | 1 mo ago |
ultimate_mcp_server · Summary
Comprehensive MCP server providing dozens of capabilities for AI agents including LLM delegation, browser automation, document processing, and cognitive memory systems.
aai-gateway · Summary
AAI Gateway provides unified management of MCP servers and skills across multiple AI agents with 99% context token savings.
ultimate_mcp_server · Use cases
- Complex document processing and analysis with OCR and structured data extraction
- Web automation and research across multiple sites with browser control
- Cost-optimized AI workflows through intelligent task delegation between models
aai-gateway · Use cases
- Browser automation by searching for and installing Playwright MCP
- PPT creation by importing PPT skill packages
- Code development assistance through unified management of coding tools
ultimate_mcp_server · Install
Installation
- Clone the repository:
git clone https://github.com/Dicklesworthstone/ultimate_mcp_server.git
cd ultimate_mcp_server- Install dependencies:
pip install -e .- For Claude Desktop integration, add to your claude_desktop_config.json:
{
"mcpServers": {
"ultimate-mcp": {
"command": "python",
"args": ["-m", "ultimate_mcp_server"],
"env": {
"PYTHONPATH": "."
}
}
}
}- Run the server:
python -m ultimate_mcp_serveraai-gateway · Install
Installation
**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:**
openclaw plugins install openclaw-aai-gateway-plugin