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MCP SERVER Listed

hbg/mcp-paperswithcode

The mcp-paperswithcode tool bridges the gap between LLMs and the latest academic research by providing direct access to the PapersWithCode API. For developers building AI agents or researching SOTA (State-of-the-Art) architectures, this MCP server eliminates the need to manually browse benchmarks or search for implementation links. Instead of relying on the model's training cutoff, you can programmatically query current leaderboards, find specific paper implementations, and track metric trends across different ML tasks. It integrates seamlessly into any MCP-compliant host, turning your AI assistant into a real-time research assistant that can verify claims against empirical data and link directly to GitHub repositories.

Open ecosystemWeb
View GitHub
01 / SERVER DETAIL

Server detail

The mcp-paperswithcode tool bridges the gap between LLMs and the latest academic research by providing direct access to the PapersWithCode API. For developers building AI agents or researching SOTA (State-of-the-Art) architectures, this MCP server eliminates the need to manually browse benchmarks or search for implementation links. Instead of relying on the model's training cutoff, you can programmatically query current leaderboards, find specific paper implementations, and track metric trends across different ML tasks. It integrates seamlessly into any MCP-compliant host, turning your AI assistant into a real-time research assistant that can verify claims against empirical data and link directly to GitHub repositories.

An MCP server that exposes hbg/mcp-paperswithcode capabilities to MCP-compatible AI clients.

CapabilitiesWebMCPOpen source
ProtocolModel Context Protocol
Developer ecosystemOpen ecosystem
LicenseMIT / check source
SourceGitHub
COLLECTIONS

Collections featuring this MCP

Popular MCP2026.03.30Listed
My MCP2026.03.31Listed
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02 / TOOL TESTING

Tool testing

AVAILABLE TOOL

hbg-mcp-paperswithcode

Callable

Call the MCP capabilities provided by hbg/mcp-paperswithcode and return a structured result.

PARAMETERS
inputPass arguments according to the server tool schema.
Tip: the tool may truncate responses. Use pagination parameters such as start_index to read long content in chunks.
03 / SERVICE CONFIGURATION

Connection modes

Remote
{
  "mcpServers": {
    "hbg/mcp-paperswithcode": {
      "url": "Generated by the provider after deployment"
    }
  }
}

The Remote endpoint is generated by the provider after deployment; this page does not fabricate an unusable endpoint.

03 / WORKFLOW

How to use

  1. 01
    Step 1

    Review server capabilities and permission scope.

  2. 02
    Step 2

    Copy the install command or JSON configuration.

  3. 03
    Step 3

    Run a small connection test in your client.

  4. 04
    Step 4

    Adopt it long term only after reviewing access and maintenance.

04 / DISCUSSIONS

Discussions

Use this space to keep checking source information, usage experience and maintenance status.

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