Papers With Code
live ScienceBrowse ML research papers and their linked code repositories
4 tools
0ms auth
free tier 50 calls/day
Tools
search_papers
required: query Search ML research papers on Papers With Code by keyword. Returns title, authors, abstract, conference, and links.
Parameters
Name Type Description
query req string Search query (e.g., "attention transformer") limit opt number Number of results to return (default: 10, max: 50) Try it
Response
get_paper
required: id Get a single paper by its Papers With Code ID. Returns full metadata including title, abstract, authors, and links.
Parameters
Name Type Description
id req string Papers With Code paper ID (e.g., "attention-is-all-you-need") Try it
Response
get_repositories
required: id Get code repositories linked to a paper by paper ID. Returns repo URL, stars, framework, and whether it is the official implementation.
Parameters
Name Type Description
id req string Papers With Code paper ID Try it
Response
trending_papers Get trending ML research papers ordered by conference proceedings. Returns title, authors, conference, and links.
Parameters
Name Type Description
limit opt number Number of results to return (default: 10, max: 50) Try it
Response
Test with curl
The gateway speaks JSON-RPC 2.0 over HTTP POST. You can test any pack directly from the terminal.
List available tools
bash
curl -X POST https://gateway.pipeworx.io/paperswithcode/mcp \
-H "Content-Type: application/json" \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'Call a tool
bash
curl -X POST https://gateway.pipeworx.io/paperswithcode/mcp \
-H "Content-Type: application/json" \
-d '{"jsonrpc":"2.0","id":2,"method":"tools/call","params":{"name":"search_papers","arguments":{"query": "hello"}}}'