Mapping the Open Source Ecosystem
MLcollab LLC is developing an analytics platform to map and understand the open source ecosystem—improving community engagement, recognition systems, and strengthening cooperation with developers around the world. Your contributions help create better tools and insights for the entire community.
Comprehensive analytics for the open source ecosystem
We collect contribution data across repositories to analyze patterns, collaboration dynamics, and community engagement trends—and to foster stronger cooperation with developers worldwide.
Contribution Patterns
Understand how and when contributors engage across projects. Identify trends in commit frequency, PR activity, and code review patterns.
Collaboration Dynamics
Analyze who works together and how efficiently. Map collaboration networks and cross-project contributor flows.
Community Engagement Trends
Track growth, health, and participation over time. Surface insights that help projects improve recognition and engagement.
Built on trust and transparency
Read-only access
We only read public repository data. No write or modification capabilities.
No modifications
Your token has no modification capabilities. We never push, merge, or change anything.
Public data only
We collect data from public repositories only. Private repos are never accessed.
Your participation helps the entire open source community
We're requesting read-only GitHub tokens from project maintainers to access public repository data. Your contributions would provide valuable insights for this initiative.