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Paper_Review_generator

Verified Safe

by yuezhang23

Overview

Provides a Model Context Protocol (MCP) server to expose OpenReview API functionalities (profile, notes, reviews, groups, invitations) as tools for AI models.

Installation

Run Command
python openreview_mcp/openreview_mcp.py

Environment Variables

  • OPENREVIEW_USERNAME
  • OPENREVIEW_PASSWORD
  • OPENREVIEW_BASEURL

Security Notes

The server uses environment variables (or .env file) for OpenReview credentials, which is good practice. It wraps the standard OpenReview Python SDK for API calls. Input parameters to API calls are passed to the SDK; potential injection vulnerabilities would typically depend on the SDK's handling. The `search_notes` function constructs a query string by joining terms, which could theoretically be a weak point if the underlying OpenReview SDK doesn't robustly escape search inputs. However, no direct `eval` or blatant malicious patterns were found. File uploads or code execution through the MCP server itself are not apparent. The broader `paper_chat_app` (also in the repository) includes file upload and PDF processing, which are handled with reasonable precautions (e.g., path traversal checks for serving files) but inherently carry more risk. This security score specifically pertains to the `openreview_mcp.py` file.

Similar Servers

Stats

Interest Score0
Security Score8
Cost ClassLow
Stars0
Forks0
Last Update2026-01-19

Tags

MCPOpenReviewAPIResearchProtocol