hbg/mcp-paperswithcode
Web & Search MCPs

hbg/mcp-paperswithcode

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Overview

hbg/mcp-paperswithcode bridges the gap between academic machine learning papers and active code repositories. It allows developers to search the Papers with Code database to find benchmarks, datasets, and GitHub links for trending ML algorithms.

Perfect for ML engineers and researchers looking to replicate research findings quickly, this server delivers direct benchmark statistics and code repositories.

✔ Pros

Finds functional code repositories; Direct benchmark performance comparisons; Simplifies replication of research

✖ Cons

Limited to ML/AI domain; Dependent on Papers with Code API status

At a Glance

  • Pricing Free
  • Category Web & Search MCPs
  • Added On June 9, 2026