Skip to content
Back to the index

lacuna-research-mcp

tiptreesystems.comInfrastructure

PulseGate's liveness check found it on 14 Sep 2026; it is registered on GitHub and PyPI and has been in the index since 23 Jul 2026. How this is checked

Lacuna Research MCP is a Model Context Protocol server that provides structured access to a comprehensive research map for machine learning. Users and agents can search directions, papers, authors, venues, and retrieve AI-generated research proposals. It is open source with a public GitHub repository.

Inferred · not functionally tested

Open SourceMITWebCLISelf-hostedAPI
lacuna-research-mcp preview
Visit tiptreesystems.com

Overview

4 features

Purpose: Navigating and querying the vast landscape of machine learning research papers, authors, venues, and generating new research directions.

Inferred · not functionally tested

Audience: machine learning researchers

Inferred · not functionally tested

Functions: rag, data_extraction

Inferred · not functionally tested

Interfaces: API: indicated (inferred, not tested) · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: MIT · platforms: CLI, WEB · deployment: browser, cli, self_hosted, api_only

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: lacuna.tiptreesystems.com · github.com. These links do not verify the individual claims.

lacuna-research-mcp is a RAG, search & retrieval project. Inferred · not functionally tested: It focuses on navigating and querying the vast landscape of machine learning research papers, authors, venues, and generating new research directions. Inferred · not functionally tested: lacuna-research-mcp is an open-source project aimed at machine learning researchers. Basis unknown · not verified: lacuna-research-mcp is open source under the MIT license. Basis unknown · not verified: lacuna-research-mcp is available on the web, the command line, and API, and it can be self-hosted.

lacuna-research-mcp first shipped in 2026. The project is developed in the open on GitHub with 55 commits in the last 90 days. Inferred · not functionally tested: Key capabilities include Literature Search, Research Mapping, and AI Proposals. Inferred · not functionally tested: Catalogued interfaces include an MCP server.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Literature Search
  • Research Mapping
  • AI Proposals
  • Paper Discovery

Topics: Inferred · not functionally tested

Tags
research-mapml-literaturemcp-serverpaper-searchresearch-proposals
AI capabilities
Text
Inference: Cloud API

JSON profile · Text profile · Access guide

Built with & integrations

Connectors
MCP
Runs on
BrowserCLISelf-hostedAPI-only

Trust & compliance

License
MIT
Public signals
HTTPSOpen SourceFree tierGitHubActive maintenance

Indexing history

6

What PulseGate has recorded for this listing

  1. Indexed9 Oct · 02:33 UTC
    lacuna-research-mcp seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  2. Indexed8 Oct · 18:31 UTC
    lacuna-research-mcp seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  3. Indexed27 Sep · 21:52 UTC
    lacuna-research-mcp seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  4. Indexed26 Sep · 16:24 UTC
    lacuna-research-mcp seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  5. Indexed23 Sep · 21:05 UTC
    lacuna-research-mcp seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  6. Indexed23 Jul · 15:09 UTC
    lacuna-research-mcp seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open

Frequently asked questions about lacuna-research-mcp

What does lacuna-research-mcp do?
Inferred · not functionally tested: Lacuna-research-mcp focuses on navigating and querying the vast landscape of machine learning research papers, authors, venues, and generating new research directions. It is catalogued under RAG, search & retrieval on PulseGate.
Who is lacuna-research-mcp for?
Inferred · not functionally tested: lacuna-research-mcp is an open-source project built for machine learning researchers.
Is lacuna-research-mcp free?
Basis unknown · not verified: Yes — lacuna-research-mcp is open source under the MIT license and free to use.
What platforms does lacuna-research-mcp run on?
Basis unknown · not verified: lacuna-research-mcp runs on the web, the command line, and API. It can also be self-hosted.
Is lacuna-research-mcp still active?
PulseGate's liveness check found it on 14 Sep 2026. Its GitHub repository shows 55 commits in the last 90 days.
What are alternatives to lacuna-research-mcp?
Similar projects tracked by PulseGate include Lacuna Research MCP, contextl-mcp, and dataset-analysis-mcp.Lacuna Research MCPcontextl-mcpdataset-analysis-mcp
How long has lacuna-research-mcp been around?
lacuna-research-mcp first shipped in 2026.
Is lacuna-research-mcp open source?
Basis unknown · not verified: Yes — lacuna-research-mcp is open source under the MIT license, developed on GitHub.

Similar projects

Closest matches by what these projects do