ultimate_mcp_server vs OverleafMCP
Side-by-side comparison to help you pick between these two MCP servers.
ultimate_mcp_server by Dicklesworthstone | OverleafMCP by mjyoo2 | |
|---|---|---|
| Stars | ★ 149 | ★ 128 |
| 30d uses | — | — |
| Score | 85 | 48 |
| Official | — | — |
| Categories | AI / LLM ToolsBrowser AutomationFile System | Developer ToolsProductivityAI / LLM Tools |
| Language | Python | JavaScript |
| Last commit | 2 mo ago | 1 mo ago |
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.
OverleafMCP · Summary
An MCP server for AI assistants to read and edit Overleaf LaTeX projects via Git integration.
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
OverleafMCP · Use cases
- AI assistants can analyze and edit LaTeX documents in Overleaf projects directly
- Research collaboration where AI helps structure and format academic papers
- Automated document generation and management for LaTeX-based publications
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_serverOverleafMCP · Install
Installation
Quick Start (recommended):
**macOS / Linux**
{
"mcpServers": {
"overleaf": {
"command": "npx",
"args": ["-y", "@mjyoo2/overleaf-mcp"],
"env": {
"OVERLEAF_PROJECT_ID": "YOUR_OVERLEAF_PROJECT_ID",
"OVERLEAF_GIT_TOKEN": "YOUR_OVERLEAF_GIT_TOKEN"
}
}
}
}**Windows**
{
"mcpServers": {
"overleaf": {
"command": "cmd",
"args": ["/c", "npx", "-y", "@mjyoo2/overleaf-mcp"],
"env": {
"OVERLEAF_PROJECT_ID": "YOUR_OVERLEAF_PROJECT_ID",
"OVERLEAF_GIT_TOKEN": "YOUR_OVERLEAF_GIT_TOKEN"
}
}
}
}