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AuthorProfileMCP

by alperenkocyigit

Overview

Analyzes academic author networks and research collaborations to find co-authors and research keywords.

Installation

Run Command
python server.py

Security Notes

CRITICAL VULNERABILITY: The code explicitly disables SSL certificate verification (`ssl_context.check_hostname = False` and `ssl_context.verify_mode = ssl.CERT_NONE`) for all HTTPS connections made via `aiohttp.ClientSession`. This renders the client vulnerable to Man-in-the-Middle (MITM) attacks, allowing an attacker to intercept or alter communication with external APIs (Semantic Scholar, OpenAlex, Crossref) and Google Scholar during web scraping. This is a severe security flaw. Additionally, Google Scholar web scraping carries inherent risks of IP blocking and potential terms of service violations, though delays are included.

Similar Servers

Stats

Interest Score24
Security Score1
Cost ClassMedium
Avg Tokens1000
Stars1
Forks2
Last Update2025-11-19

Tags

academicauthornetworkcollaborationresearchkeywordsscrapingAPI