AuthorProfileMCP vs ultimate_mcp_server

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

	AuthorProfileMCP by alperenkocyigit	ultimate_mcp_server by Dicklesworthstone
Stars	★ 2	★ 149
30d uses	—	—
Score	34	85
Official	—	—
Categories	Knowledge GraphAI / LLM ToolsOther	AI / LLM ToolsBrowser AutomationFile System
Language	Python	Python
Last commit	6 mo ago	2 mo ago

AuthorProfileMCP · Summary

Academic author network MCP server for analyzing research collaborations and extracting keywords from scholarly profiles.

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.

AuthorProfileMCP · Use cases

Academic research collaboration discovery
Research trend analysis through author keywords
Building academic network visualizations

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

AuthorProfileMCP · Install

# Clone repository
git clone https://github.com/alperenkocyigit/AuthorProfileMCP.git
cd AuthorProfileMCP

# Create virtual environment
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate

# Install dependencies
pip install -r requirements.txt

# Run server
python server.py

For Claude Desktop, add to claude_desktop_config.json:

{
  "mcpServers": {
    "author-profile": {
      "command": "python",
      "args": ["/path/to/AuthorProfileMCP/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

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