sample-agentic-ai-web vs ultimate_mcp_server
Side-by-side comparison to help you pick between these two MCP servers.
sample-agentic-ai-web by aws-samples | ultimate_mcp_server by Dicklesworthstone | |
|---|---|---|
| Stars | ★ 50 | ★ 149 |
| 30d uses | — | — |
| Score | 45 | 85 |
| Official | — | — |
| Categories | Browser AutomationWeb ScrapingAI / LLM Tools | AI / LLM ToolsBrowser AutomationFile System |
| Language | Python | Python |
| Last commit | 3 mo ago | 2 mo ago |
sample-agentic-ai-web · Summary
Amazon Bedrock web automation assistant with MCP server for browser automation and vision capabilities.
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.
sample-agentic-ai-web · Use cases
- Web scraping and data extraction
- Automated e-commerce product searches
- UI testing and website automation
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
sample-agentic-ai-web · Install
# Clone the repository
git clone https://github.com/aws-samples/sample-agentic-ai-web.git
cd sample-agentic-ai-web
# Install dependencies
pip install -r requirements.txt
# Run the MCP server
python 10-mcp-server.pyFor Claude Desktop configuration, add to claude_desktop_config.json:
{
"mcpServers": {
"bedrock-web-tools": {
"command": "python",
"args": ["path/to/10-mcp-server.py"]
}
}
}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_server