MCP Paperswithcode

🚀 AI Paper Search and Context Retrieval Tool

This project allows AI assistants to search for and read research papers, and access relevant code repositories for additional context. It provides a Model Context Protocol (MCP) client that interacts with the PapersWithCode API, along with auxiliary tools to help AI agents better utilize the information provided by the API.

🚀 Quick Start

Installation via Smithery

To automatically install mcp-paperswithcode for Claude Desktop, visit Smithery and run the following command:

npx -y @smithery/cli install @hbg/mcp-paperswithcode --client claude

💻 Usage Examples

Basic Usage

Paper Search and Retrieval

• Search Papers: Search for papers by abstract, title, or arXiv ID.

result = await search_papers(
    abstract="神经网络",
    title="注意力机制",
    arxiv_id=None,
    page=1,
    items_per_page=20
)

• Get Paper Details: Retrieve detailed information about a paper using its ID.

result = await get_paper(
    paper_id="paper123"
)

• Read Paper from URL: Extract and read the content of a paper from its URL.

result = await read_paper_from_url(
    paper_url="https://arxiv.org/pdf/1706.03762.pdf"
)

Paper Components

• List Paper Results: Get PapersWithCode search results for a specific paper ID.

result = await list_paper_results(
    paper_id="paper123",
    page=1,
    items_per_page=20
)

• List Paper Tasks: Retrieve tasks related to a specific paper ID.

result = await list_paper_tasks(
    paper_id="paper123",
    page=1,
    items_per_page=20
)

• List Paper Methods: List methods related to a specific paper ID.

result = await list_paper_methods(
    paper_id="paper123",
    page=1,
    items_per_page=20
)

• List Paper Repositories: Get links to code repositories related to a paper.

result = await list_paper_repositories(
    paper_id="paper123"
)

Academic Conferences

• Search Conferences: Search for academic conferences by name or year.

result = await search_conferences(
    name="Neural Information Processing Systems",
    year=2023
)

• Get Conference Information: Retrieve detailed information about a conference using its ID.

result = await get_conference(
    conference_id="conf123"
)

• List Conference Proceedings: Get all proceedings of a specific conference.

result = await listConferenceProceedings(
    conference_id="conf123"
)

• Get Conference Proceeding Information: Retrieve detailed information about a conference proceeding using its ID.

result = await get_conference_proceeding(
    conference_id="conf123",
    proceeding_id="proc123"
)

• List Conference Papers: Get a list of all papers in a specific conference proceeding.

result = await list_conference_papers(
    conference_id="conf123",
    proceeding_id="proc123",
    page=1,
    items_per_page=20
)