Independent open source authors, including xiuyechen and several other researchers, publish community servers wrapping the Semantic Scholar API.

An MCP server that lets an AI assistant search Semantic Scholar's corpus of over 200 million academic papers, explore citation graphs, and look up authors.

Runs as a local process that calls the public Semantic Scholar Graph API over HTTPS.

Multiple independent implementations were published through 2024 and 2025 as research-focused MCP servers gained popularity.

Lets an agent ground literature review and citation analysis in a real, current academic database.

Requires an MCP client and, for higher rate limits, a free Semantic Scholar API key; basic search works without one.

Community maintained, no single official Semantic Scholar server, typically MIT licensed, read only against public paper metadata, runs locally.