semanticscholar-automation

Automate Semanticscholar research operations through the Rube MCP gateway.

74.2k|8.5k|Updated Oct 17, 2025

Search Tags:#academic #mcp #Automation #Research #Rube #semanticscholar

One-click install

npx skills add https://github.com/ComposioHQ/awesome-claude-skills --skill semanticscholar-automation

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: semanticscholar-automation
Source: https://github.com/ComposioHQ/awesome-claude-skills/tree/main/composio-skills/semanticscholar-automation
Command: npx skills add https://github.com/ComposioHQ/awesome-claude-skills --skill semanticscholar-automation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill removes the manual overhead of interacting with the Semanticscholar API by providing a standardized, agentic workflow for searching and managing research data.

Core Features & Use Cases

Tool Discovery: Dynamically fetch current tool schemas and execution plans via Rube MCP.
Connection Management: Handle authentication and session state for Semanticscholar toolkits.
Workflow Execution: Execute multi-step research tasks, such as bulk paper retrieval or metadata extraction, using a unified interface.

Quick Start

Use the semanticscholar-automation skill to search for recent papers on machine learning and connect your account.

Frequently Asked Questions about semanticscholar-automation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I connect my Semanticscholar account to the agent?▼

Call the RUBE_MANAGE_CONNECTIONS tool with the semanticscholar toolkit argument. The system will provide an authentication link to authorize your account and establish an active session.

Why must I call RUBE_SEARCH_TOOLS before executing tasks?▼

Tool schemas and available endpoints for Semanticscholar change frequently. Calling RUBE_SEARCH_TOOLS ensures your agent uses the most current input parameters and avoids execution errors.

Can I automate bulk research operations with this skill?▼

Yes, use the RUBE_MULTI_EXECUTE_TOOL function to chain multiple research operations. Ensure you maintain a consistent session ID and include the required memory parameter in your calls.

What should I do if my connection status is not active?▼

Verify your connection status using RUBE_MANAGE_CONNECTIONS. If it is not active, follow the provided auth link to re-authenticate your Semanticscholar account.