Papers with Code MCP Server

# 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 ```bash uv venv && source .venv/bin/activate uv pip install -e . ``` ## Usage ```bash # Run the server paperswithcode-mcp # Or as module python -m paperswithcode_mcp.server ``` ## Tools | Tool | Description | |------|-------------| | `pwc_search_papers` | Search papers by query | | `pwc_get_paper` | Get paper details | | `pwc_paper_benchmarks` | Get benchmark results for a paper | | `pwc_search_tasks` | Search ML tasks | | `pwc_task_leaderboards` | Get leaderboards for a task | | `pwc_get_sota` | Get SOTA results from a leaderboard | | `pwc_search_datasets` | Search datasets | | `pwc_dataset_leaderboards` | Get leaderboards for a dataset | | `pwc_search_methods` | Search methods/architectures | | `pwc_search_repos` | Search code repositories | ## API Base URL: `https://paperswithcode.com/api/v1` No authentication required for read access.