Agent
Discoverability
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Claude Connector

Lacuna Research

Search 2.3 million ML and AI papers, the researchers behind them, and the research directions they form.

View in the Claude registry
Brand
Lacuna
Integration details

Description

Lacuna is a knowledge graph of machine learning and AI research. It covers 2.3 million papers from major ML venues, arXiv and OpenReview, 215,000 authors, 6,200 venues, and 28,000 research directions: clusters of papers that share ideas, methods or findings. With this connector, Claude can: - search papers, authors, research directions, venues, institutions and research proposals - read a paper's summary, figures, key concepts, related papers and other versions - look at an author's papers, research directions and similar researchers - explore a research direction, a venue (optionally by year) or an institution's authors - find code repositories, datasets and models linked to papers (GitHub, Hugging Face, Zenodo) Every result has a Lacuna URL, so Claude can cite pages you can open and check. All tools are read-only, and no account is needed.

Integration type
Connector
Verification status
Community connector
Platform
Claude
Category
Data & Analytics

The broad Category that contains the Primary Subcategory.

Primary Subcategory
Academic Literature & Citation Search

The Primary Subcategory used for this profile’s headline score.

Secondary Subcategories
None listed

Other Subcategories where the Integration is listed.

Brand
Lacuna
Access
No account required
First tracked
2026-10-13
Tool count
13
Market
US
Agent DiscoverabilityClaude Discoverability Score

Claude Connector discovery is coming soon

Community Connectors only appear in Claude’s registry.Once verified, organic discovery begins and we can calculate your score.Read more about Community Connector verification.

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What discovery looks like

Claude showing a list of relevant Connectors in a conversation

Claude can surface verified Connectors when they match a user’s Prompt.

Primary Subcategory

Competing in Claude Academic Literature & Citation Search

View Category
2 scoredVerified connectors by score · Community connectors A–Z
Primary Subcategory
1Wiley Scholar Gateway93/100
2Firecrawl27/100
—Find ResearchPending VerificationGet notified
—Lacuna ResearchPending VerificationGet notified
—LumacountPending VerificationGet notified
—LunePending VerificationGet notified
—OpenAlexPending VerificationGet notified
—PaperguidePending VerificationGet notified
—RedpinePending VerificationGet notified
—Scholar FeedPending VerificationGet notified
—Source LibraryPending VerificationGet notified
Tools

13 tools agents can invoke

Recommended guideHow to get your Claude Connector organically discoveredFollow the practical steps agents use to find, shortlist, and choose your Connector.Read guide
FAQs

Lacuna Research Claude Connector FAQ

How the directory, categories and Discoverability Score work.

Read the methodology
How do I improve Lacuna Research's Claude Connector discoverability?

The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.

What are Lacuna Research alternatives on Claude?

As of 2026-10-28, Lacuna Research competes with Wiley Scholar Gateway, Firecrawl, alphaXiv, bioRxiv, Consensus, Elicit, Find Research, Lumacount and 8 more in Claude Academic Literature & Citation Search, ranked by public Discoverability Score.

Where is this profile measured?

This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.