Why this server?
This server provides real-time search and retrieval of academic paper information from multiple sources, including paper metadata and abstracts, fitting the 'google scholar' search.
AsecurityAlicenseCqualityEnables real-time search and retrieval of academic paper information from multiple sources, providing access to paper metadata, abstracts, and full-text content when available, with structured data responses for integration with AI models that support tool/function calling.Last updated3109AGPL 3.0Why this server?
This server facilitates the retrieval and access of arXiv research papers, similar to Google Scholar, enabling paper search, download, listing, and reading capabilities.
AsecurityAlicenseBqualityEnables AI assistants to search and access arXiv research papers through a simple Message Control Protocol interface, allowing for paper search, download, listing, and reading capabilities.Last updated46Apache 2.0Why this server?
This server provides a bridge to the arXiv preprint repository, enabling AI models to search for papers and access their metadata, similar to Google Scholar.
AsecurityAlicenseAqualityThe ArXiv MCP Server bridges the gap between AI models and academic research by providing a sophisticated interface to arXiv's extensive research repository. This server enables AI assistants to perform precise paper searches and access full paper content, enhancing their ability to engage with scientific literature.Last updated1442,565Apache 2.0Why this server?
While this is a Qdrant vector search engine, it could be used to index and search research papers, which aligns with the user's interest in Google Scholar.

mcp-server-qdrantofficial
AsecurityAlicenseBqualityThis repository is an example of how to create a MCP server for Qdrant, a vector search engine.Last updated21,337Apache 2.0Why this server?
This server fetches articles and books from the Zenn platform (a Japanese platform for engineers), which while not Google Scholar, can be a source of technical academic style content.
AsecurityAlicenseBqualityAn unofficial Model Context Protocol server for Zenn that enables fetching articles and books from the Zenn platform through its API.Last updated2MITWhy this server?
Provides comprehensive access to academic paper data, author information, and citation networks, similar to Google Scholar's function.
AsecurityAlicenseCqualitySemantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.Last updated16122MITWhy this server?
Enables AI assistants to search and access medRxiv papers, similar to Google Scholar, focusing on health sciences preprints.
-securityFlicense-quality🔍 Enable AI assistants to search and access medRxiv papers through a simple MCP interface. The medRxiv MCP Server provides a bridge between AI assistants and medRxiv's preprint repository through the Model Context Protocol (MCP). It allows AI models to search for health sciences preprints and acceLast updated7Why this server?
Provides access to clinical trial data from ClinicalTrials.gov AACT database, which can be useful for academic research.
-securityAlicense-qualityProvides access to the ClinicalTrials.gov AACT database, enabling analysis of clinical trial data, tracking development trends, and generating therapeutic landscape insights.Last updated16MITWhy this server?
Provides access to Marginalia Search, which indexes non-commercial and independent web content. While not explicitly academic, it can be helpful in research.
AsecurityAlicenseBqualityProvides access to Marginalia Search for discovering non-commercial and independent web content, returning unique sites with URLs, titles, and descriptions.Last updated18MIT