ultimate_mcp_server vs mcp-dashboards

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

	ultimate_mcp_server by Dicklesworthstone	mcp-dashboards by KyuRish
Stars	★ 149	★ 22
30d uses	—	—
Score	85	45
Official	—	—
Categories	AI / LLM ToolsBrowser AutomationFile System	AI / LLM ToolsProductivityDeveloper Tools
Language	Python	TypeScript
Last commit	2 mo ago	this month

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.

mcp-dashboards · Summary

MCP server that renders interactive data visualizations and dashboards inside AI conversations.

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

mcp-dashboards · Use cases

Business analysts creating financial reports and KPI dashboards directly in their AI conversations
Data scientists visualizing complex datasets and sharing interactive charts with team members
Portfolio managers tracking investments and market data in real-time during client meetings

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

mcp-dashboards · Install

Installation

Claude Desktop

Add to your claude_desktop_config.json:

**Windows:** %APPDATA%\Claude\claude_desktop_config.json
**macOS:** ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "dashboard": {
      "command": "npx",
      "args": ["-y", "mcp-dashboards", "--stdio"]
    }
  }
}

Claude Code / VS Code

claude mcp add dashboard -- npx -y mcp-dashboards --stdio

Remote (HTTP)

npx mcp-dashboards
# Server starts on http://localhost:3001/mcp

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