Authorprofilemcp — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited Authorprofilemcp (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
A Model Context Protocol (MCP) server for analyzing academic author networks and research collaborations.
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate pip install -r requirements.txtpython server.py#### Finding Co-authors
result = await get_coauthors(
name="Yann",
surname="LeCun",
institution="NYU" # Optional
)#### Getting Research Keywords from Google Scholar
keywords = await get_author_keywords(
name="Yann",
surname="LeCun"
)The server uses:
The server includes built-in rate limiting and error handling. No additional configuration is required for basic usage.
Contributions are welcome! Please ensure all API integrations respect rate limits and terms of service.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.