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Search scholarly papers, authors, citations, and export BibTeX for research workflows.
This appears to be an open-source MCP server for Google Scholar search with no required credentials and no declared remote endpoint, and the provided materials do not show clear high-risk red flags. The main concerns are the inherent local code-execution capability of MCP tools and limited documentation/community adoption, which leave some auditability and supply-chain uncertainty.
The materials explicitly state that no keys or environment variables are required, and there is no indication that API tokens, account passwords, or other sensitive credentials are needed, so credential exposure appears limited.
Its stated functions—Google Scholar search, author lookup, and citation tracking—objectively imply sending queries to an external service in normal operation; although no remote host is listed in the materials, expected network egress should be treated as a standard caution rather than a confirmed red flag.
The system flags it as executes-code, meaning this MCP tool runs code/processes locally; this is an inherent property of such tools, and the provided materials do not show unusually privileged or suspicious system actions beyond its stated purpose.
Based on the description, it mainly handles search queries, paper metadata, and BibTeX export content; there is no stated need for broad filesystem permissions or sensitive data access, but as an MCP service it will typically process user inputs and returned data, and the exact read/write scope is not fully transparent due to the missing README.
Positive factors are that it is open source and MIT-licensed, so the code is in principle auditable; however, it comes via a third-party registry, has 0 stars, unknown maintenance status, and no README in the provided materials, which reduces trust and verifiability, so the supply-chain posture warrants caution.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "google-scholar-search-mcp" yet — see the docs or source repo.
Use Google Scholar to search for "retrieval augmented generation evaluation" and list the 10 most relevant papers from the last three years, including title, authors, year, citation count, and link, sorted by citations.
A ranked list of representative recent papers for quickly understanding the research landscape.
Look up the Google Scholar profile for "Yann LeCun" and summarize the main research areas, representative papers, total citations, and h-index.
A concise scholarly profile with key metrics and representative works for background research.
Search for the paper "Attention Is All You Need", list 15 high-impact papers that cite it, and export BibTeX entries for the original paper and those citing papers.
Citation tracking results plus BibTeX data ready for reference managers.
Search, analyze, and download Google Scholar papers, authors, and citations.
Search papers, parse full-text PDFs, extract details, and manage citations.
Search and cross-reference prior art across papers, patents, books, and standards.
Search academic literature across major databases and manage references efficiently.
Search academic papers, analyze citations, and get author and topic recommendations.
Search, download, and read academic papers across major scholarly sources.