Open Knowledge Maps
Free nonprofit tool that visualizes scientific literature as topic maps, clustering papers to speed research discovery.
What it does
Open Knowledge Maps is a charitable non-profit running an AI-based search engine for scientific knowledge. Enter a research topic and it generates a visual knowledge map that clusters related papers into themes, helping researchers get an overview and find relevant open-access resources quickly. The software is open source.
How to use: Users can start their literature search by entering a research topic. The platform then generates a visual overview, allowing users to explore relevant papers and identify key concepts. Users can refine their search by specifying the time range, document types, and metadata quality.
Core features
AI-generated visual maps of research topics
Clusters papers into themes
Open-access resource discovery
Open-source and nonprofit
Custom integrations/embedding for organizations
Best for
→Get an overview of a research field
→Find relevant papers faster
→Identify key concepts in the literature
→Embed discovery tools in library systems
Toolspool rankingby monthly traffic