Provides tools for discovering machine learning papers, searching tasks, datasets, methods, and repositories, browsing SOTA benchmarks and leaderboards, and mapping papers to their benchmark results.
paperswithcode-mcp
MCP server for Papers with Code - SOTA benchmarks, tasks, datasets, and paper discovery.
Features
Search: Papers, tasks, datasets, methods, repositories
SOTA Lookup: Find state-of-the-art results for any task/dataset
Leaderboards: Browse evaluation tables and benchmark results
Paper-to-Benchmark: Map papers to their benchmark results
Installation
Usage
Tools
Tool | Description |
| Search papers by query |
| Get paper details |
| Get benchmark results for a paper |
| Search ML tasks |
| Get leaderboards for a task |
| Get SOTA results from a leaderboard |
| Search datasets |
| Get leaderboards for a dataset |
| Search methods/architectures |
| Search code repositories |
API
Base URL: https://paperswithcode.com/api/v1
No authentication required for read access.