Connects Claude to the Papers With Code database of machine learning research papers and their associated code repositories. The source doesn't list specific tools, but it's hosted through Pipeworx's gateway infrastructure which handles 250+ data sources with a natural language query interface via ask_pipeworx. You can run it standalone or as part of the full Pipeworx gateway. Useful when you need to search ML literature, find implementations of specific techniques, or explore what code exists for recent papers. The natural language wrapper means you can ask questions instead of wrestling with search parameters.
Papers With Code MCP — browse ML research papers and their code repositories
Part of Pipeworx — an MCP gateway connecting AI agents to 673+ live data sources.
| Tool | Description |
|---|
Add to your MCP client (Claude Desktop, Cursor, Windsurf, etc.):
{
"mcpServers": {
"paperswithcode": {
"url": "https://gateway.pipeworx.io/paperswithcode/mcp"
}
}
}
Or connect to the full Pipeworx gateway for access to all 673+ data sources:
{
"mcpServers": {
"pipeworx": {
"url": "https://gateway.pipeworx.io/mcp"
}
}
}
Instead of calling tools directly, you can ask questions in plain English:
ask_pipeworx({ question: "your question about Paperswithcode data" })
The gateway picks the right tool and fills the arguments automatically.
MIT