Atlas / MCP servers / jackkuo666 / BioRxiv

BioRxivSAFE

mcp/jackkuo666/biorxiv

๐Ÿ” Enable AI assistants to search and access bioRxiv papers through a simple MCP interface.

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
3 3r ยท 0w ยท 0d
Transport
stdio
License
โ€”
Stars
25
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

๐Ÿ” Enable AI assistants to search and access bioRxiv papers through a simple MCP interface.

The bioRxiv MCP Server provides a bridge between AI assistants and bioRxiv's preprint repository through the Model Context Protocol (MCP). It allows AI models to search for biology preprints and access their metadata in a programmatic way.

๐Ÿค Contribute โ€ข ๐Ÿ“ Report Bug

โœจ Core Features

  • ๐Ÿ”Ž Paper Search: Query bioRxiv papers with keywords or advanced search โœ…
  • ๐Ÿš€ Efficient Retrieval: Fast access to paper metadata โœ…
  • ๐Ÿ“Š Metadata Access: Retrieve detailed metadata for specific papers โœ…
  • ๐Ÿ“Š Research Support: Facilitate biological sciences research and analysis โœ…
  • ๐Ÿ“„ Paper Access: Download and read paper content ๐Ÿ“
  • ๐Ÿ“‹ Paper Listing: View all downloaded papers ๐Ÿ“
  • ๐Ÿ—ƒ๏ธ Local Storage: Papers are saved locally for faster access ๐Ÿ“
  • ๐Ÿ“ Research Prompts: A set of specialized prompts for paper analysis ๐Ÿ“

๐Ÿš€ Quick Start

Prerequisites

  • Python 3.10+
  • FastMCP library

Installation

  1. Clone the repository:
git clone https://github.com/JackKuo666/bioRxiv-MCP-Server.git
cd bioRxiv-MCP-Server
  1. Install the required dependencies:
pip install -r requirements.txt

Installing via Smithery

To install bioRxiv Server for Claude Desktop automatically via Smithery:

claude

npx -y @smithery/cli@latest install @JackKuo666/biorxiv-mcp-server --client claude --config "{}"

Cursor

Paste the following into Settings โ†’ Cursor Settings โ†’ MCP โ†’ Add new server:

  • Mac/Linux
npx -y @smithery/cli@latest run @JackKuo666/biorxiv-mcp-server --client cursor --config "{}" 

Windsurf

npx -y @smithery/cli@latest install @JackKuo666/biorxiv-mcp-server --client windsurf --config "{}"

CLine

npx -y @smithery/cli@latest install @JackKuo666/biorxiv-mcp-server --client cline --config "{}"

Usage with Claude Desktop

Add th

Read from source at commit f2159a2d0152OBSERVED ยท 2026-10-09
02

Connect

Built from this server's own package name, version and transport as found in its source โ€” not copied from anyone's documentation, so it cannot drift against a page we do not control.

claude-code
claude mcp add mcp-server-bioRxiv -- uvx mcp-server-bioRxiv
claude-desktop
{
  "mcpServers": {
    "mcp-server-bioRxiv": {
      "command": "uvx",
      "args": [
        "mcp-server-bioRxiv"
      ]
    }
  }
}
03

Exposed tools (3)

3 read ยท 0 write ยท 0 destructive.

ToolRiskDescription
get_biorxiv_metadatareadlogging.info(f
search_biorxiv_advancedreadlogging.info(f
search_biorxiv_key_wordsreadlogging.info(f
04

Trust audit

SAFEgrade B ยท trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
declared (2 observation(s))
Shell
none-observed
Dependencies
not all pinned
Secrets in source
none-found

Findings (2)

LOWInventory / provenance ยท inv.no_license ยท CWE-1104
Why it matters. no LICENSE file and no repo licence
Fix. add a licence
LOWSupply chain ยท supply.unpinned ยท CWE-829, CWE-1357
requirements.txt
requests, bs4, mcp
Why it matters. 3 requirement(s) not pinned with ==
Fix. pin exact versions

Gates applied: no_behavioural_pass, no_license.

Audited 2026-10-09 ยท audit v0.4.1 ยท source sha f2159a2d0152full audit observations/trust-audit/mcp-server/jackkuo666__biorxiv.json ยท Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-09f2159a2d0152SAFEB89first audit
06

Questions

What is the BioRxiv MCP server?

๐Ÿ” Enable AI assistants to search and access bioRxiv papers through a simple MCP interface.

What tools does BioRxiv expose?

3 in total: 3 read-only, 0 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is BioRxiv safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.

What credentials does BioRxiv need?

No credential environment variables were found in its source, so it appears to need none.

How does BioRxiv run?

It speaks stdio, so it runs as a local process your client starts. It is published on PyPI as mcp-server-bioRxiv.

How current is this page?

The grade is for one exact copy of the source (f2159a2d0152), read on 2026-10-09. The repository is watched and re-audited when it changes.

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