Welcoming Repositories Index Al Ecosystem

Top Welcoming Open-Source Al Repositories

Top welcoming Al repositories. Scored by real 90-day external PR merge rates, maintainer review turnaround speed, and first-time contributor success.

Updated daily • Fri, 09 Oct 2026 UTC
Tracked Repos
5
>100 stars verified
Avg Merge Rate
53%
90-day external PRs
Open GFIs
0
Beginner friendly issues
Welcoming Tier
2
S & A Tier maintainers

Ranked Al Repositories

Showing top 5 of 5 ranked repositories

RankRepositoryTierScoreMerge RateGood First Issues
#1
Quality skills and knowledge for Business Central development. The shared bar for humans and agents alike.
A•Welcoming64.954.5% -
#2
Repository for collaboration on Microsoft Dynamics 365 Business Central applications.
A•Welcoming61.67.4% -
#3
Business Central extensibility requests only. New pull requests are no longer accepted; application contributions have moved to BCApps.
B•Solid54.280.0% -
#4
Exporting data from Dynamics 365 Business Central to Azure data lake storage or MS Fabric lakehouse
B•Solid48.775.0% -
#5
Data Editor Tool is a free, open-source tool for Microsoft Dynamics 365 Business Central that simplifies table data management. It allows users to easily view, edit, import, export, and manipulate table records with an intuitive interface. Designed for flexibility and efficiency.
B•Solid44.850.0% -

How to Get Your Al PR Merged

1
Check C-Rank™ First: Pick projects with S or A tiers to avoid maintainer ghosts and slow review cycles.
2
Run Local Verification: Ensure test suites and formatting linters pass before opening a pull request.
3
Submit in Maintainer Windows: Check the repository report card to submit when maintainers are most active.

Top Al Frameworks & Stacks

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Frequently Asked Questions: Al Open Source

What is the most welcoming Al open-source repository?

The highest-ranked Al repository on GetMerged is currently microsoft/BCQuality, with a C-Rank score of 64.9/100 and a 54.5% PR merge rate.

How can I find good first issues in Al?

You can browse verified beginner-friendly issues in Al by visiting our curated Good First Issues directory at getmerged.abhishekco.de/good-first-issue/al.

What makes a Al repository ‘Super Welcoming’ on GetMerged?

A ‘Super Welcoming’ (S-Tier) Al repository demonstrates an external PR merge rate above 80%, a median first response time within 24 to 48 hours, active review feedback, and clear onboarding documentation.