browser-use-mcp-server vs memory

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

	browser-use-mcp-server by kontext-security	memory by modelcontextprotocol
Stars	★ 822	★ 85,748
30d uses	—	—
Score	49	77
Official	—	✓
Categories	Browser AutomationWeb ScrapingAI / LLM Tools	Knowledge GraphAI / LLM ToolsProductivity
Language	Python	TypeScript
Last commit	10 mo ago	this month

browser-use-mcp-server · Summary

MCP server enabling AI agents to control web browsers with browser-use.

memory · Summary

An MCP server implementing persistent memory using a local knowledge graph for AI models to remember user information across chats.

browser-use-mcp-server · Use cases

Automating web scraping for data collection
AI agents performing website testing and validation
Enabling AI to research and analyze online content

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

browser-use-mcp-server · Install

Installation

Prerequisites

uv - Fast Python package manager
Playwright - Browser automation
mcp-proxy - Required for stdio mode

# Install prerequisites
curl -LsSf https://astral.sh/uv/install.sh | sh
uv tool install mcp-proxy
uv tool update-shell

Environment

Create a .env file with:

OPENAI_API_KEY=your-api-key
CHROME_PATH=optional/path/to/chrome
PATIENT=false

Install dependencies

uv sync
uv pip install playwright
uv run playwright install --with-deps --no-shell chromium

Claude Desktop Configuration

{
  "mcpServers": {
    "browser-server": {
      "command": "browser-use-mcp-server",
      "args": [
        "run",
        "server",
        "--port",
        "8000",
        "--stdio",
        "--proxy-port",
        "9000"
      ],
      "env": {
        "OPENAI_API_KEY": "your-api-key"
      }
    }
  }
}

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"]
    }
  }
}

Comparison generated from public README + GitHub signals. Last updated automatically.