gptr-mcp vs ultimate_mcp_server

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

	gptr-mcp by assafelovic	ultimate_mcp_server by Dicklesworthstone
Stars	★ 346	★ 149
30d uses	—	—
Score	47	85
Official	—	—
Categories	SearchAI / LLM ToolsProductivity	AI / LLM ToolsBrowser AutomationFile System
Language	Python	Python
Last commit	6 mo ago	2 mo ago

gptr-mcp · Summary

MCP server for deep research, providing comprehensive web search and report generation capabilities.

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.

gptr-mcp · Use cases

Investment research and analysis
Competitive intelligence gathering
Academic research support
Market trend analysis
Content creation with verified sources

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

gptr-mcp · Install

Installation

Clone the repository:

git clone https://github.com/assafelovic/gpt-researcher.git
cd gpt-researcher/cd gptr-mcp

Install dependencies:

pip install -r requirements.txt

Set up environment variables:

cp .env.example .env
# Edit .env with your API keys

Claude Desktop Configuration

Add to ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "gptr-mcp": {
      "command": "python",
      "args": ["/absolute/path/to/gptr-mcp/server.py"],
      "env": {
        "OPENAI_API_KEY": "your-openai-key-here",
        "TAVILY_API_KEY": "your-tavily-key-here"
      }
    }
  }
}

Running the Server

Directly: python server.py
With Docker: docker-compose up -d

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.