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A Skill/MCP to access any open-source repo's code and docs
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krytro
3024d ago
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Which public repos are friendliest to an AI coding agent?
by hsnice16·May 2, 2026·5 points·0 comments
AI Analysis
●●SolidNiche GemBig Brain
Static heuristics beat running actual agents for scoring repo readiness.
Strengths
- •Cross-platform support for GitHub, GitLab, and Bitbucket in one leaderboard.
- •Per-model breakdowns show which agents prefer which repo structures.
- •Package lookup feature lets you check npm/PyPI/Cargo dependencies directly.
Weaknesses
- •Static heuristics may miss nuanced agent behaviors that real execution reveals.
- •Weight values are pre-benchmark, not yet validated against actual agent performance.
Category
Target Audience
Open source maintainers, AI tool developers
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Sourcegraph · CodeT5 · RepoBench
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