ultimate_mcp_server vs Memory-Plus
Side-by-side comparison to help you pick between these two MCP servers.
ultimate_mcp_server by Dicklesworthstone | Memory-Plus by Yuchen20 | |
|---|---|---|
| Stars | ★ 149 | ★ 58 |
| 30d uses | — | — |
| Score | 85 | 43 |
| Official | — | — |
| Categories | AI / LLM ToolsBrowser AutomationFile System | AI / LLM ToolsDeveloper ToolsKnowledge Graph |
| Language | Python | Python |
| Last commit | 2 mo ago | 12 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.
Memory-Plus · Summary
Lightweight local RAG memory store for MCP agents with record, retrieve, update, and visualization features.
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
Memory-Plus · Use cases
- Enable AI coding assistants to remember project context across sessions
- Store and retrieve user preferences for personalized AI interactions
- Create knowledge graphs of ideas and concepts for better understanding
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_serverMemory-Plus · Install
Installation
**Prerequisites:**
- Google API Key (for Gemini Embedding API)
- Obtain from [Google AI Studio](https://aistudio.google.com/apikey) - Set as GOOGLE_API_KEY in environment
**Setup with UV Runtime:**
# Install UV
pip install uv
# Add to VS Code/settings.json
{
"mcpServers": {
"memory-plus": {
"command": "uvx",
"args": [
"-q",
"memory-plus@latest"
],
"env": {
"GOOGLE_API_KEY": "<YOUR_API_KEY>"
}
}
}
}**One-Click VS Code Install:** [](https://insiders.vscode.dev/redirect/mcp/install?name=memory-plus&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22-q%22%2C%22memory-plus%40latest%22%5D%7D)