gemini-webapi-mcp vs ultimate_mcp_server
Side-by-side comparison to help you pick between these two MCP servers.
gemini-webapi-mcp by AndyShaman | ultimate_mcp_server by Dicklesworthstone | |
|---|---|---|
| Stars | ★ 27 | ★ 149 |
| 30d uses | — | — |
| Score | 44 | 85 |
| Official | — | — |
| Categories | AI / LLM ToolsMediaBrowser Automation | AI / LLM ToolsBrowser AutomationFile System |
| Language | Python | Python |
| Last commit | 2 mo ago | 2 mo ago |
gemini-webapi-mcp · Summary
MCP server for Google Gemini that provides image generation, editing, chat, and file analysis via browser cookies.
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.
gemini-webapi-mcp · Use cases
- Generate and edit images through natural language prompts
- Analyze documents, videos and web pages
- Have conversations with Gemini Flash and Pro models
- Create high-resolution artwork without watermarks
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
gemini-webapi-mcp · Install
Installation
**From GitHub (no clone needed):**
uv run --with "gemini-webapi-mcp @ git+https://github.com/AndyShaman/gemini-webapi-mcp.git" gemini-webapi-mcp**Local install:**
git clone https://github.com/AndyShaman/gemini-webapi-mcp.git
cd gemini-webapi-mcp
uv sync
uv run gemini-webapi-mcp**Claude Desktop Configuration:**
Add to claude_desktop_config.json:
{
"mcpServers": {
"gemini": {
"command": "uv",
"args": ["run", "--with", "gemini-webapi-mcp @ git+https://github.com/AndyShaman/gemini-webapi-mcp.git", "gemini-webapi-mcp"]
}
}
}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