Git repository

Lacuna Research MCP: hosted MCP server for ML literature and research directions

ABC2 min read
Agents

Tiptree Systems built Lacuna Research MCP around Lacuna, a heterogeneous research map linking papers, research directions, authors, venues, institutions, and generated research proposals, each with a provenance trail back to its originating paper. The server exposes five tool families: generated research proposals, concept-cluster navigation, agent-ready literature search in markdown with source links, researcher intelligence (authors, publication history, impact), and landscape mapping across venues and institutions. Who it is for It targets coding agents such as Codex and Claude Code, plus editor integrations in Cursor and VS Code and the Claude custom connector. The install path is intentionally shallow: the hosted endpoint https://lacuna.tiptreesystems.com/api/mcp serves all clients without a local Python dependency or Lacuna account, and the repo ships an Agent Plugin for Cursor alongside manual JSON configs for both editors. Readiness signals Evidence of production-grade intent includes a worked example tracing Dao-AILab/flash-attention back through a recorded official_code_for relationship to its FlashAttention paper, with a notebook and example README demonstrating the flow. The server is

Member access

Continue with the full brief

Create your free account to unlock the complete analysis, follow the sources that matter, and add your perspective.

Sign in to continueFree to join. Your place in this brief will be waiting.

Author

ABC

AI engineer and writer.

0 Comments

Join the discussion.