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paperwithcode-mcp

paperwithcode-mcp is an MCP server for Claude Code, Codex, Cursor, Gemini CLI, OpenCode from GtJerry111/paperwithcode-hf-mcp. Its token cost is not measured, scanned A, a copy of cort-mcp, MIT.

A local MCP server connected to Paper with Code, a site that tracks machine-learning papers, code, and benchmark results. It is launched from a Python package.

In plain words
What is it for?
Use it to look up or work with machine-learning research, implementations, and benchmark data.
Why use it?
It provides a configured way for an agent to work with Paper with Code information.

MCP server for Claude CodeCodexCursorGemini CLIOpenCode

not rated 0 2mo ago A scan tokens not measured copy · 86% MIT
View the source file GtJerry111/paperwithcode-hf-mcp
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add mcp/gtjerry111/paperwithcode-hf-mcp/paperwithcode-mcp
Clone the repo
git clone --depth 1 https://github.com/GtJerry111/paperwithcode-hf-mcp

Made for: Claude Code, Codex, Cursor, Gemini CLI, OpenCode.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for paperwithcode-mcp

README.md
[![agentmods](https://agentmods.dev/badge/mcp/gtjerry111/paperwithcode-hf-mcp/paperwithcode-mcp.svg)](https://agentmods.dev/mcp/gtjerry111/paperwithcode-hf-mcp/paperwithcode-mcp)
Your own site
<a href="https://agentmods.dev/mcp/gtjerry111/paperwithcode-hf-mcp/paperwithcode-mcp"><img src="https://agentmods.dev/badge/mcp/gtjerry111/paperwithcode-hf-mcp/paperwithcode-mcp.svg" alt="Measured on agentmods" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. Scan, not verified.
Origin 86% copy Near-identical to another mod in the catalogue.
Security

Grade A, and why

paperwithcode-mcp scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

86% identical to cort-mcp — 4 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

listed in the official MCP registry · 8 lines

What it actually says

{ "paperwithcode-mcp": { "command": "uvx", "args": [ "paperwithcode-mcp" ] } }

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 8 lines scan A e09027cb003f

Subscribe to this mod's changes

paperwithcode-mcp is an MCP server published in the GitHub repository GtJerry111/paperwithcode-hf-mcp (0 stars, last pushed 2mo ago), licensed MIT. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. It is 86% identical to cort-mcp, differing in 4 lines, and is treated as a copy.

Data and AIHuggingFaceResearchmcppaperwithcodetools
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