---
title: Papers With Code MCP
emoji: 📚
colorFrom: yellow
colorTo: blue
sdk: docker
app_port: 7860
suggested_hardware: cpu-upgrade
short_description: Read-only MCP access to the Papers With Code catalog
---

# Papers With Code MCP

Anonymous, read-only access to papers, tasks, methods, benchmarks, and
leaderboards through Model Context Protocol.

- MCP endpoint: `/mcp`
- Health endpoint: `/health`
- Source: <https://github.com/huggingface/pwc-cli>