ultimate_mcp_server vs AIRA-SemanticScholar
Side-by-side comparison to help you pick between these two MCP servers.
ultimate_mcp_server by Dicklesworthstone | AIRA-SemanticScholar by hamid-vakilzadeh | |
|---|---|---|
| Stars | ★ 149 | ★ 22 |
| 30d uses | — | — |
| Score | 85 | 43 |
| Official | — | — |
| Categories | AI / LLM ToolsBrowser AutomationFile System | AI / LLM ToolsKnowledge GraphSearch |
| Language | Python | TypeScript |
| Last commit | 2 mo ago | 2 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.
AIRA-SemanticScholar · Summary
MCP server providing AI models with access to Semantic Scholar Academic Graph API for literature search and analysis.
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
AIRA-SemanticScholar · Use cases
- Academic researchers conducting literature reviews in specific fields
- AI assistants needing to access and analyze research papers
- Research institutions building custom knowledge management systems
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_serverAIRA-SemanticScholar · Install
Installation
- Using npx:
{
"mcpServers": {
"aira-semanticscholar": {
"command": "npx",
"args": ["-y", "aira-semanticscholar"]
}
}
}- Using Smithery:
Visit the [Smithery listing](https://smithery.ai/server/@hamid-vakilzadeh/mcpsemanticscholar) for more installation options.
- For full-text access to Wiley papers, add the WILEY_TDM_CLIENT_TOKEN environment variable:
{
"mcpServers": {
"aira-semanticscholar": {
"command": "npx",
"args": ["-y", "aira-semanticscholar"],
"env": {
"WILEY_TDM_CLIENT_TOKEN": "your-token-here"
}
}
}
}