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lacuna-research-mcp

PyPI·Infrastructure

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.

Open SourceMITWebCLISelf-hostedAPI
Llacuna-research-mcp preview
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Overview

4 features

lacuna-research-mcp is an AI & ML project. It focuses on navigating and querying the vast landscape of machine learning research papers, authors, venues, and generating new research directions. lacuna-research-mcp is an open-source project aimed at machine learning researchers. lacuna-research-mcp is open source under the MIT license. 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. Key capabilities include Literature Search, Research Mapping, and AI Proposals. It exposes integrations via an MCP server.

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

  • ✓Literature Search
  • ✓Research Mapping
  • ✓AI Proposals
  • ✓Paper Discovery
Tags
research-mapml-literaturemcp-serverpaper-searchresearch-proposals
AI capabilities
Text
Inference: Cloud API

Built with & integrations

Connectors
MCP
Runs on
BrowserCLISelf-hostedAPI-only

Trust & compliance

License
MIT
Verified signals
✓HTTPS✓Open Source✓Free tier✓GitHub✓Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed23 Jul · 15:09 UTC
    lacuna-research-mcp verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about lacuna-research-mcp

What does lacuna-research-mcp do?
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 AI & ML on PulseGate.
Who is lacuna-research-mcp for?
lacuna-research-mcp is an open-source project built for machine learning researchers.
Is lacuna-research-mcp free?
Yes — lacuna-research-mcp is open source under the MIT license and free to use.
What platforms does lacuna-research-mcp run on?
lacuna-research-mcp runs on the web, the command line, and API. It can also be self-hosted.
Is lacuna-research-mcp still active?
The GitHub repository shows 55 commits in the last 90 days.
What are alternatives to lacuna-research-mcp?
Similar projects tracked by PulseGate include contextl-mcp, zra-mcp, and projectmind-mcp.contextl-mcpzra-mcpprojectmind-mcp
How long has lacuna-research-mcp been around?
lacuna-research-mcp first shipped in 2026.
Is lacuna-research-mcp open source?
Yes — lacuna-research-mcp is open source under the MIT license, developed on GitHub.

At a glance

Platforms
Cli · Web
Languages
English
Open source
Yes (GitHub)
License
MIT
First seen
23 Jul 2026
Built for
machine learning researchers
Model
Open source
Solves
Navigating and querying the vast landscape of machine learning research papers, authors, venues, and generating new research directions.

Registered as

GitHub
tiptreesystems/lacuna-research-mcp
PyPI
lacuna-research-mcp

Developer

Tiptreesystems
Small team
↗ GitHub

Open source

View on GitHub →
Stars
0
Forks
0
Open issues
0
Last commit
23 Jul 2026
Commits 90d
55
Contributors
2
Authorship
Small team
Default branch
main
Latest release
v0.1.0 · 23 Jul 2026

Live coverage

Identity confidence
Low · 64
Indexed
23 Jul 2026
Lifecycle
Alive
First seen
Jul 2026
Last seen
23 Jul 2026
Identity audit (13)
Slug
lacuna-research-mcp-pypi-org
Lifecycle state recorded
23 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
23 Jul 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Name from
Written by a language model from the project's public pages.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
29 Jul 2026
Canonical URL
https://lacuna.tiptreesystems.com

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