mcp-gsc vs ultimate_mcp_server

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

	mcp-gsc by AminForou	ultimate_mcp_server by Dicklesworthstone
Stars	★ 843	★ 149
30d uses	—	—
Score	55	85
Official	—	—
Categories	AI / LLM ToolsseoWeb Scraping	AI / LLM ToolsBrowser AutomationFile System
Language	Python	Python
Last commit	1 mo ago	2 mo ago

mcp-gsc · Summary

MCP server connecting Google Search Console to AI assistants for SEO analysis through natural language conversations.

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-gsc · Use cases

Analyze SEO performance trends and identify top-performing search queries
Check indexing status and crawl information for specific pages
Manage sitemaps and submit new ones to Google
Compare performance metrics between different time periods

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-gsc · Install

Installation

Option A — uvx (Recommended)

# 1. Install uv
curl -LsSf https://astral.sh/uv/install.sh | sh
source $HOME/.local/bin/env
echo 'source $HOME/.local/bin/env' >> ~/.zshrc

**Claude Desktop Config (OAuth)**:

{
  "mcpServers": {
    "gscServer": {
      "command": "/FULL/PATH/TO/uvx",
      "args": ["mcp-search-console"],
      "env": {
        "GSC_OAUTH_CLIENT_SECRETS_FILE": "/full/path/to/client_secrets.json"
      }
    }
  }
}

Option B — Clone

git clone https://github.com/AminForou/mcp-gsc.git
cd mcp-gsc
uv venv .venv
uv pip install -r requirements.txt

Configure with your Google API credentials first (detailed steps in README).

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.