Which Python repositories are best for experienced developers?

Based on objective C-Rank data across merge rates, review turnaround, and first-PR success, the top Python repositories include SikamikanikoBG/homelab-monitor, 2i2c-org/infrastructure, MarketSquare/robotframework-robocop.

How does GetMerged rank repositories?

GetMerged scores public GitHub repos from S to D tier using objective metrics: external PR merge rate, time to first response, time to merge, and first-timer success rate.

Contributor Matchmaker

Best Python Repos to Contribute To

Matched to your experience level using real merge rates, maintainer response times, and first-PR success data.

First-time contributor Experienced contributor

71% matchS Tier 11 GFIs

SikamikanikoBG/homelab-monitor

Plug-and-play homelab dashboard in one container — GPU, local-AI VRAM, Docker, systemd, host health. Built-in read-only MCP server so AI agents can explore it too.

C-Rank 82.1 — top-tier maintainer discipline
Active in the last month
Merges 94% of outside pull requests

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69% matchS Tier

2i2c-org/infrastructure

Infrastructure for configuring and deploying our community JupyterHubs.

Active in the last month
Merges 92% of outside pull requests

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68% matchS Tier

MarketSquare/robotframework-robocop

Tool for static code analysis and formatting of Robot Framework language

C-Rank 80.7 — top-tier maintainer discipline
Active in the last month
Merges 97% of outside pull requests

View Scorecard How to Contribute

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