sample-agentic-ai-web vs memory
Side-by-side comparison to help you pick between these two MCP servers.
sample-agentic-ai-web by aws-samples | memory by modelcontextprotocol | |
|---|---|---|
| Stars | ★ 50 | ★ 85,748 |
| 30d uses | — | — |
| Score | 45 | 77 |
| Official | — | ✓ |
| Categories | Browser AutomationWeb ScrapingAI / LLM Tools | Knowledge GraphAI / LLM ToolsProductivity |
| Language | Python | TypeScript |
| Last commit | 3 mo ago | this month |
sample-agentic-ai-web · Summary
Amazon Bedrock web automation assistant with MCP server for browser automation and vision capabilities.
memory · Summary
An MCP server implementing persistent memory using a local knowledge graph for AI models to remember user information across chats.
sample-agentic-ai-web · Use cases
- Web scraping and data extraction
- Automated e-commerce product searches
- UI testing and website automation
memory · Use cases
- Personalizing AI assistant interactions by remembering user preferences, history, and relationships
- Building context-aware chat applications that maintain conversation history
- Creating knowledge bases that persist across AI model sessions
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"]
}
}
}memory · Install
Installation
Claude Desktop
Add to your claude_desktop_config.json:
{
"mcpServers": {
"memory": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-memory"
]
}
}
}VS Code
Use one-click installation buttons or manually configure in .vscode/mcp.json:
{
"servers": {
"memory": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-memory"
]
}
}
}Docker
{
"mcpServers": {
"memory": {
"command": "docker",
"args": ["run", "-i", "-v", "claude-memory:/app/dist", "--rm", "mcp/memory"]
}
}
}