Lacuna Research
Claude connectorCommunitySearch 2.3 million ML and AI papers, the researchers behind them, and the research directions they form.
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.
- Tools
- 13
exposed by this connector
Movement
From our daily snapshots over the last 30 days.
Rank by popularity
Rank by trending score
Popularity score
Trending score
In its categories
How this connector compares with others in the same category. Positions are counted within the category, not across the whole directory.
Data analytics1,342nd of 3,282 by popularity · 12th of 1,426 by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 1340 | 6,267 | — | 93places down | |
| 1341 |  Kavara Kirk | 6,267 | — | 399places down |
| 1342 | 6,267 | 207,555 #12 | 1,731places up | |
| 1343 | 6,267 | — | 310places down | |
| 1344 |  Waniwani | 6,267 | 9,343 #1159 | 291places down |
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 10 |  EasyScan | 227,903 | 6,539 #1245 | — |
| 11 | 227,903 | 5,858 #1485 | 318places up | |
| 12 | 207,555 | 6,267 #1342 | — | |
| 13 | 200,845 | 6,600 #1228 | — | |
| 14 | 197,760 | 10,174 #409 | 18places down |
Education184th of 552 by popularity · 8th of 188 by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 182 |  Gov Relations | 6,304 | 9,966 #141 | 39places up |
| 183 | 6,285 | — | 9places up | |
| 184 | 6,267 | 207,555 #8 | 1,731places up | |
| 185 | 6,209 | — | 90places up | |
| 186 |  PM Career Desk | 6,209 | — | 93places down |
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 6 |  LaTeX Compiler | 400,664 | 9,014 #76 | — |
| 7 | 207,690 | 7,170 #141 | 7places up | |
| 8 | 207,555 | 6,267 #184 | — | |
| 9 | 194,173 | 7,555 #128 | — | |
| 10 |  Find Research | 136,023 | 7,931 #116 | — |
Tools
- get_author_context
- get_author_directions
- get_author_neighbors
- get_author_papers
- get_direction
- get_direction_papers
- get_hypothesis
- get_institution_authors
- get_institution_context
- get_paper
- get_resource
- get_venue_context
- search_lacuna
- Categories
- Made by
- Tiptree Systems · Website
- Sign-in
- Not required
- Connector URL
- https://lacuna.tiptreesystems.com/api/mcp
- Transport
- Streamable HTTP
- Works with
- Claude, Claude API, Claude Code, Claude Desktop
- Added
- October 13, 2026
- More info
- Sponsorship
- Promote this connector