Which public repos are friendliest to an AI coding agent?
Ranked per model across GitHub, GitLab, and Bitbucket — because agents aren't interchangeable.
Looking up a dependency? Check any npm / PyPI / Cargo package by name.

Gemini CLI — Reads hierarchical `GEMINI.md` (global → workspace → component-level) at every prompt per Gemini CLI's docs. The long-context advantage favors repos that split context per directory rather than docs-heavy in general.
| Rank | Repo | Stars | Score | External link |
|---|---|---|---|---|
| 97 | continuedev/continueGitHub | 34.3k ★ | open | |
| 98 | MaterializeInc/materializeGitHub | 6.3k ★ | open | |
| 99 | All-Hands-AI/OpenHandsGitHub | 78.1k ★ | open | |
| 100 | appwrite/appwriteGitHub | 56.4k ★ | open | |
| 101 | PowerShell/PowerShellGitHub | 54.1k ★ | open | |
| 102 | langflow-ai/langflowGitHub | 150k ★ | open | |
| 103 | gin-gonic/ginGitHub | 88.7k ★ | open | |
| 104 | run-llama/llama_indexGitHub | 50.3k ★ | open | |
| 105 | spf13/cobraGitHub | 44.2k ★ | open | |
| 106 | privy-io/go-sdkGitHub | 2 ★ | open | |
| 107 | trpc/trpcGitHub | 40.4k ★ | open | |
| 108 | pandas-dev/pandasGitHub | 49k ★ | open | |
| 109 | pola-rs/polarsGitHub | 38.9k ★ | open | |
| 110 | modelcontextprotocol/serversGitHub | 87.6k ★ | open | |
| 111 | solidjs/solidGitHub | 35.7k ★ | open | |
| 112 | refinedev/refineGitHub | 34.9k ★ | open | |
| 113 | honojs/honoGitHub | 31.1k ★ | open | |
| 114 | sharkdp/fdGitHub | 43.4k ★ | open | |
| 115 | delta-io/deltaGitHub | 8.9k ★ | open | |
| 116 | tldraw/tldrawGitHub | 48.2k ★ | open | |
| 117 | plausible/analyticsGitHub | 27.3k ★ | open | |
| 118 | electric-sql/electricGitHub | 10.2k ★ | open | |
| 119 | sharkdp/batGitHub | 59.4k ★ | open | |
| 120 | nlohmann/jsonGitHub | 50k ★ | open | |
| 121 | SigNoz/signozGitHub | 27.4k ★ | open | |
| 122 | huggingface/diffusersGitHub | 33.9k ★ | open | |
| 123 | hashicorp/vaultGitHub | 35.8k ★ | open | |
| 124 | prettier/prettierGitHub | 52.1k ★ | open | |
| 125 | simstudioai/simGitHub | 28.9k ★ | open | |
| 126 | godotengine/godotGitHub | 113k ★ | open | |
| 127 | BurntSushi/ripgrepGitHub | 65.4k ★ | open | |
| 128 | nats-io/nats-serverGitHub | 20.1k ★ | open |
Tracking 284 repos · last updated