Best Papers With Code MCP Servers
Papers with Code is a platform that connects machine learning research papers with their associated code implementations. It helps researchers and developers discover state-of-the-art ML methods with working code, making AI research more accessible and reproducible.
Why this server?
Discovers code repositories associated with academic papers by querying the Papers With Code API.
AlicenseAqualityCmaintenanceEnables structured extraction of methods and reproducibility heuristics from academic papers, allowing AI agents to obtain metadata, full text, structured methods, code repository discovery, and a no-clone reproducibility verdict from a paper URL.8MITWhy this server?
Enables access to research papers paired with their code implementations, helping discover reproducible AI research with available source code.
AlicenseBqualityDmaintenanceEnables real-time tracking of AI/LLM research progress by searching and aggregating content from arXiv, GitHub, Hugging Face, and Papers with Code. Supports intelligent search, automated daily/weekly research summaries, and covers 15+ AI research areas with smart caching.8MITWhy this server?
Fetches trending ML/AI research papers from Papers with Code.
AlicenseAqualityCmaintenance一站式热门榜单聚合MCP服务器,让AI助手能够实时查询GitHub、Hacker News、Product Hunt等27+平台的热门内容,专为独立开发者和技术创业者设计。662MITWhy this server?
Planned integration to search and retrieve papers with associated code from Papers With Code.
AlicenseAqualityBmaintenanceA unified MCP server for academic paper discovery, citation exploration, and research intelligence workflows over multiple scientific knowledge sources.71MITWhy this server?
Allows searching Papers With Code papers, datasets, and code through Dataville.
AlicenseAqualityAmaintenanceEnables MCP clients to query Dataville's data sources using tools like list_dataville_sources and search_dataville.269MITWhy this server?
Provides access to ML/AI benchmarks and papers from Papers with Code, updated weekly.
AlicenseNot gradedqualityCmaintenanceEnables searching and exploring 340 million academic papers from 15+ databases with semantic search, citation graphs, and knowledge graph connections for biomedical entities.1MITWhy this server?
Provides access to datasets from Papers with Code, though currently degraded due to API shutdown.
Why this server?
Provides tools to browse ML research papers and their code repositories via Papers With Code.
AlicenseNot gradedqualityCmaintenancePapers With Code MCP — browse ML research papers and their code repositories.15MITWhy this server?
Integrates with Papers With Code to access machine learning research papers and benchmarks.
AlicenseNot gradedqualityBmaintenanceOpen-source research engine that extracts structured knowledge from any topic via MCP, enabling AI assistants to get verified, scored claims and entity graphs from live sources.143MIT