`trending_papers`

Pack: paperswithcode · Endpoint: https://gateway.pipeworx.io/paperswithcode/mcp

Discover trending ML papers sorted by conference. Returns title, authors, venue, and links to high-impact recent research.

Parameters

Name	Type	Required	Description
`limit`	number	no	Number of results to return (default: 10, max: 50)

Example call

Arguments

{
  "limit": 15
}

curl

curl -X POST https://gateway.pipeworx.io/paperswithcode/mcp \
  -H 'Content-Type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"trending_papers","arguments":{"limit":15}}}'

TypeScript (@pipeworx/sdk)

import { Pipeworx } from '@pipeworx/sdk';
const pipeworx = new Pipeworx();

const result = await pipeworx.call('trending_papers', {
  "limit": 15
});

Response shape

Always returns: total, returned, papers

Field	Type	Description
`total`	number	Total number of trending papers
`returned`	number	Number of papers returned in this response
`papers`	array	Array of formatted paper objects

Full JSON Schema

{
  "type": "object",
  "properties": {
    "total": {
      "type": "number",
      "description": "Total number of trending papers"
    },
    "returned": {
      "type": "number",
      "description": "Number of papers returned in this response"
    },
    "papers": {
      "type": "array",
      "description": "Array of formatted paper objects",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string",
            "description": "Papers With Code paper ID"
          },
          "arxiv_id": {
            "type": [
              "string",
              "null"
            ],
            "description": "ArXiv ID of the paper"
          },
          "title": {
            "type": [
              "string",
              "null"
            ],
            "description": "Paper title"
          },
          "abstract": {
            "type": [
              "string",
              "null"
            ],
            "description": "Paper abstract"
          },
          "authors": {
            "type": "array",
            "description": "List of paper authors",
            "items": {
              "type": "string"
            }
          },
          "published": {
            "type": [
              "string",
              "null"
            ],
            "description": "Publication date"
          },
          "conference": {
            "type": [
              "string",
              "null"
            ],
            "description": "Conference name"
          },
          "proceeding": {
            "type": [
              "string",
              "null"
            ],
            "description": "Proceeding identifier"
          },
          "url_abs": {
            "type": [
              "string",
              "null"
            ],
            "description": "URL to paper abstract"
          },
          "url_pdf": {
            "type": [
              "string",
              "null"
            ],
            "description": "URL to paper PDF"
          }
        },
        "required": [
          "id",
          "arxiv_id",
          "title",
          "abstract",
          "authors",
          "published",
          "conference",
          "proceeding",
          "url_abs",
          "url_pdf"
        ]
      }
    }
  },
  "required": [
    "total",
    "returned",
    "papers"
  ]
}

Connect

Add this to your MCP client config, or use one-click install buttons:

{
  "mcpServers": {
    "paperswithcode": {
      "url": "https://gateway.pipeworx.io/paperswithcode/mcp"
    }
  }
}

See Getting Started for client-specific install steps.

trending_papers