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.

Live on Peerlist Launchpad
Gemini CLIReads 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.
Leaderboard — page 4 of 9 for Gemini CLI
RankRepoStarsScoreExternal link
97continuedev/continueGitHub34.3k ★
71.6
open
98MaterializeInc/materializeGitHub6.3k ★
71.6
open
99All-Hands-AI/OpenHandsGitHub78.1k ★
71.0
open
100appwrite/appwriteGitHub56.4k ★
71.0
open
101PowerShell/PowerShellGitHub54.1k ★
70.9
open
102langflow-ai/langflowGitHub150k ★
70.8
open
103gin-gonic/ginGitHub88.7k ★
70.7
open
104run-llama/llama_indexGitHub50.3k ★
70.7
open
105spf13/cobraGitHub44.2k ★
70.7
open
106privy-io/go-sdkGitHub2 ★
70.7
open
107trpc/trpcGitHub40.4k ★
70.3
open
108pandas-dev/pandasGitHub49k ★
70.2
open
109pola-rs/polarsGitHub38.9k ★
70.2
open
110modelcontextprotocol/serversGitHub87.6k ★
69.9
open
111solidjs/solidGitHub35.7k ★
69.9
open
112refinedev/refineGitHub34.9k ★
69.9
open
113honojs/honoGitHub31.1k ★
69.9
open
114sharkdp/fdGitHub43.4k ★
69.8
open
115delta-io/deltaGitHub8.9k ★
69.5
open
116tldraw/tldrawGitHub48.2k ★
69.3
open
117plausible/analyticsGitHub27.3k ★
69.3
open
118electric-sql/electricGitHub10.2k ★
69.3
open
119sharkdp/batGitHub59.4k ★
69.2
open
120nlohmann/jsonGitHub50k ★
69.2
open
121SigNoz/signozGitHub27.4k ★
69.2
open
122huggingface/diffusersGitHub33.9k ★
68.6
open
123hashicorp/vaultGitHub35.8k ★
68.5
open
124prettier/prettierGitHub52.1k ★
68.4
open
125simstudioai/simGitHub28.9k ★
68.4
open
126godotengine/godotGitHub113k ★
68.2
open
127BurntSushi/ripgrepGitHub65.4k ★
68.2
open
128nats-io/nats-serverGitHub20.1k ★
68.2
open

Tracking 284 repos · last updated