Scholar Feed: MCP server, setup and security

What Scholar Feed does

According to its repository: “Semantic search over CS and AI papers with citation-graph traversal, full-text extraction, embeddings and BibTeX export.”

The Model Context Protocol (MCP) is a standard plug between an AI agent and an outside service: once the server is connected, its tools show up in the agent, which decides when to call them. Scholar Feed is listed under Scientific research, a category of 35 servers in the directory, where it ranks #22 by stars.

Topics declared by the repository: arxiv, claude, cursor, literature-review, machine-learning, papers.

Installing and connecting Scholar Feed

Distribution modes declared in the official MCP registry:

• npm package (Node.js, usually started with npx)
• remote server (streamable-http): you connect to it by URL, with nothing to install locally

It works with any MCP-compatible client (Claude Desktop, Claude Code, Cursor, VS Code, Codex and most recent agents). You add one entry to the client's MCP configuration: server name, start command or URL, environment variables. Project language: TypeScript.

The registry lists one secret variable to provide (API key, access token). Keep them in the client's environment variables, never in a shared file or a repository.

Security: what to check

Connecting an MCP server means installing software that talks straight to your agent: it runs with your rights and the model trusts its tool descriptions. The risk therefore depends on what it can touch and how far its code can be trusted.

Points found for Scholar Feed:

• Secrets: the server acts with your credentials. Create a dedicated key with minimum rights and an expiry date.

Good practice: grant only the rights needed (least privilege), require human approval for irreversible actions, and run the AI agent security check.

Project activity and maintenance

Created on April 14, 2026, the YGao2005/scholar-feed-mcp repository has 13 stars and 4 forks, with 0 open issues. It has more stars than 31% of the servers in the directory. It received changes this month. Version published in the registry: 3.20.0 (September 8, 2026).

Stars measure attention, not quality: a recent, heavily promoted project can collect them fast, while a useful but niche server will have few.