claude

Lacuna Research

A knowledge graph of machine learning and AI research: 2.3 million papers from arXiv, OpenReview and major ML venues, 215,000 authors, 6,200 venues and 28,000 research directions. Use it for literature reviews, related-work sections, and finding out who is working on what.

10 on GitHubby Tiptree Systemsv0.2.0MITupdated todayproductivity
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Plugin lacuna-research from marketplace lacuna-research in tiptreesystems/lacuna-claude-plugin. Commands read from the repo's manifest — today.

What it installs

Skills (6)

  • lacuna-find-researchers

    Use when the user wants to find ML/AI researchers or understand one: who works on a topic, researchers similar to someone, possible collaborators or reviewers, who works on what at an institution, who publishes at a venue and on what, or whether a person has worked on a topic (e.g. 'who is working o

  • lacuna-find-resources

    Use when the user wants code, datasets, models or demos from ML/AI research: the GitHub repository or Hugging Face model for a paper, datasets or benchmarks for a task, open implementations of a method, or which papers use a given dataset or codebase (e.g. 'is there code or a Hugging Face model for

  • lacuna-literature-review

    Use when the user asks for a report-style survey of an ML/AI topic: a literature review, related-work section, survey, state-of-the-art report or bibliography, often with date bounds, venues, required sections or a file format (e.g. 'write a literature review of LLM unlearning since 2023', 'survey o

  • lacuna-novelty-check

    Use when the user describes an ML/AI research idea and asks whether it has been done, how novel it is, what the closest prior work is, or how to position it (e.g. 'has anyone tried X', 'is this idea new', 'closest work to my project', 'how is my approach different from'). Uses the Lacuna Research to

  • lacuna-paper-context

    Use when the user gives an ML/AI paper (arXiv ID or URL, OpenReview link, Lacuna link, or title) and wants it explained, summarized, placed in context, compared to related work, or wants its figures or other versions (e.g. 'what is 2603.01092 about', 'explain this paper', 'what is this paper related

  • lacuna-research-map

    Use when the user asks what has been tried on an ML/AI research topic, what the main lines of work are, what is still open, or wants a map of or reading path through a research area (e.g. 'what has been tried on test-time training', 'open problems in diffusion distillation', 'map out work on SAE int

MCP servers (1)

  • lacuna-research

    connects to: https://lacuna.tiptreesystems.com/api/mcp

View source on GitHub lacuna.tiptreesystems.com

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