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Unla vs ultimate_mcp_server

Side-by-side comparison to help you pick between these two MCP servers.

Unla
by AmoyLab
ultimate_mcp_server
by Dicklesworthstone
Stars★ 2,113★ 149
30d uses——
Score5485
Official——
Categories
Ops & InfraDeveloper ToolsAI / LLM Tools
AI / LLM ToolsBrowser AutomationFile System
LanguageTypeScriptPython
Last commit1 mo ago2 mo ago

Unla · Summary

Unla is a lightweight gateway service that transforms existing MCP Servers and APIs into MCP endpoints without code changes.

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.

Unla · Use cases

  • Convert legacy REST APIs to MCP Servers without code changes
  • Proxy existing MCP services through a centralized gateway
  • Provide multi-tenant support and session persistence for MCP endpoints

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

Unla · Install

Quick Install with Docker

# Set environment variables
export APISERVER_JWT_SECRET_KEY="changeme-please-generate-a-random-secret"
export SUPER_ADMIN_USERNAME="admin"
export SUPER_ADMIN_PASSWORD="changeme-please-use-a-secure-password"

# Run the container
docker run -d \
  --name unla \
  -p 8080:80 \
  -p 5234:5234 \
  -p 5235:5235 \
  -p 5335:5335 \
  -p 5236:5236 \
  -e ENV=production \
  -e TZ=Asia/Shanghai \
  -e APISERVER_JWT_SECRET_KEY=${APISERVER_JWT_SECRET_KEY} \
  -e SUPER_ADMIN_USERNAME=${SUPER_ADMIN_USERNAME} \
  -e SUPER_ADMIN_PASSWORD=${SUPER_ADMIN_PASSWORD} \
  --restart unless-stopped \
  ghcr.io/amoylab/unla/allinone:latest

For Claude Desktop configuration, add to claude_desktop_config.json:

{
  "mcpServers": {
    "unla": {
      "command": "docker",
      "args": ["run", "--rm", "-p", "5235:5235", "ghcr.io/amoylab/unla/allinone:latest"],
      "env": {
        "APISERVER_JWT_SECRET_KEY": "your-secret-key"
      }
    }
  }
}

ultimate_mcp_server · Install

Installation

  1. Clone the repository:
git clone https://github.com/Dicklesworthstone/ultimate_mcp_server.git
cd ultimate_mcp_server
  1. Install dependencies:
pip install -e .
  1. For Claude Desktop integration, add to your claude_desktop_config.json:
{
  "mcpServers": {
    "ultimate-mcp": {
      "command": "python",
      "args": ["-m", "ultimate_mcp_server"],
      "env": {
        "PYTHONPATH": "."
      }
    }
  }
}
  1. Run the server:
python -m ultimate_mcp_server
Comparison generated from public README + GitHub signals. Last updated automatically.