How real projects configure their agents

44,996 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
standardbeagle/mcp-tui standardbeagle.github.io Fast terminal UI and CLI for testing, debugging, and automating Model Context Protocol (MC 12 Claude Code, Codex, OpenCode 5 3,853 tok
squadcodercom/squadcoder squadcoder.com Your AI dev team in a box — parallel specialist agents, persistent memory, 820+ skills. Op 12 Claude Code, Codex, OpenCode 2 2,009 tok
u9401066/med-paper-assistant u9401066.github.io Auditable MCP + cross-agent harness for autonomous and human-guided academic writing—from 12 Claude Code, Codex, GitHub Copilot, OpenCode 61 8,748 tok
mingtheanlay/charon Stop manually editing config files every time you test a different API key or endpoint. Sa 12 Codex, OpenCode 1 1,393 tok
standardapplied/sail standardapplied.com Isolated development environments for AI agents 12 Codex, OpenCode 1 2,133 tok
arielshad/balagan-agent Chaos Engineering for AI Agents 12 Claude Code, Codex 8 —
Arenukvern/skill_steward docs.page “What’s the thing?” You’d answer: “Skills that teach you how to maintain skills & repos”. 12 Claude Code, Codex, OpenCode 2 1,998 tok
shehryarsaroya/agent-eve agenteve.io A persistent world where AI agents build, trade, ally and betray — every promise public, f 12 Claude Code 1 9,509 tok
hugefiver/OAI2LMApi marketplace.visualstudio.com OpenAI to Language Model API Bridge - Use OpenAI-Compatible API in Copilot - [VScode Exten 12 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,748 tok
simonlpaige/commonweave simonlpaige.com An open-source blueprint for the peaceful transition to a post-scarcity, ecologically sust 12 Codex, GitHub Copilot, OpenCode 2 1,827 tok
vgmakeev/katana Source-free architecture maps and deterministic polyglot refactoring for AI coding agents 12 Codex, OpenCode 1 397 tok
OpenShift-Fleet/rehor openshift-fleet.github.io Rehor 12 Claude Code 6 391 tok
lucab85/Claude-Code-Bootcamp Claude Code Extended: Build 10 Real-World Projects with Claude Code 12 Claude Code, GitHub Copilot 20 131 tok
okx/plugin-store 12 Claude Code 1 815 tok
devfullcycle/mba-ia-dev-workflow 12 Claude Code, GitHub Copilot 14 4,948 tok
ShothikTest/claude-code-src Claude Code CLI full source — made public 2026-03-31 (github.com/nirholas/claude-code) 12 Claude Code, GitHub Copilot 2 1,106 tok
mohamed-benoughidene/openreview-cli AI contract review tool for private, on-device analysis of legal agreements. Review contra 12 Codex, OpenCode 1 82 tok
usabarashi/voicevox-cli voicevox.hiroshiba.jp Japanese text-to-speech using VOICEVOX Core 12 Codex, OpenCode 1 454 tok
quinnjr/google-mcp Model Context Protocol (MCP) server for Google Workspace - Calendar, Gmail, Drive, Docs, S 12 Claude Code 1 847 tok
nullxnothing/claude-auto-tok AI-powered TikTok content factory — 6 autonomous agents, one command, one video 12 Claude Code 1 —
druide67/asiai Multi-engine LLM benchmark & monitoring CLI for Apple Silicon 12 Codex, OpenCode 1 2,032 tok
orthogonalhq/nous-core docs.nue.orthg.nl NueOS is a local-first Agent OS application for everyday people and families. 12 Codex, OpenCode 1 118 tok
hAcKlyc/openmino A ready-to-use workspace template that turns any AI agent into a persistent, evolving comp 12 Claude Code 1 1,339 tok
Jaan-Mustafa/10x-Team AI coding plugin that gives you an entire engineering team — CTO, SRE, DBA, Security Engi 12 Codex, OpenCode 1 905 tok
LuiggiVal08/toon-memory luiggival08.github.io MCP server giving AI coding agents offline, token-efficient persistent memory — recall dec 12 Codex, OpenCode 1 666 tok
michaelrizvi/claude-config Personal CLAUDE.md and Claude Code skills 12 Claude Code 1 4,715 tok
pPrecel/pkup-gen Simple tool to generate PKUP report 12 Claude Code 1 678 tok
pedrol-cmd/brain-drin Brain Drin (60+ Agents, 100+ Skills) — The ultimate tactical suite for Claude Code. Fusing 12 Claude Code 4 —
danielraffel/generous-corp-marketplace Official Claude Code plugin marketplace for Generous Corp plugins 12 Claude Code 1 618 tok
challengekim/iros-registry-automation IROS Internet Registry Office corporate/real estate registry certificate automation tool. 12 Claude Code 1 —
prove-ai/agentpulse Reference implementation of drift investigation for multi-agent systems: which agent drift 12 Claude Code 3 —
PeterHdd/agent-skills 9 super-powered AI agent skills for Claude Code and Codex 12 Claude Code, Codex, OpenCode 2 659 tok
JasonYANG170/ch57x-dev-skill AI skill for WCH CH57X series main controller development. 12 Codex, OpenCode 1 1,090 tok
ai-analyst-lab/agentxp Open-source system for the design and analysis of controlled experiments, intended for use 12 Claude Code 6 3,971 tok
imgproxy/imgproxy-js-core imgproxy.net imgproxy-js-core package is designed to be used as part of framework-specific packages and 12 Claude Code 1 —
chyax98/twu 12 Claude Code 13 5,533 tok
dominion525/jetdb A pure Rust library for reading Microsoft Access databases (.mdb/.accdb) 12 Claude Code, Codex, OpenCode 2 772 tok
liortesta/ClawdAgent ClawdAgent 12 Claude Code 7 3,271 tok
ryancramerdesign/AgentTools Enables AI coding agents to access ProcessWire’s API and provides a database migration sys 12 Claude Code, Codex, OpenCode 2 2,808 tok
dfirtnt/Huntable-CTI-Studio dfirtnt.wordpress.com Huntable CTI Studio is an AI-assisted cyber threat intelligence workbench that turns open- 12 Claude Code, Codex, Cursor, OpenCode 32 4,458 tok
ht426/skillseed A skill factory — scaffolding, trigger validation, and self-evolution. Based on the Agent 12 Claude Code 1 303 tok
slb350/news-llama AI-powered news curation engine with personalized source discovery 12 Claude Code 1 5,306 tok
dengxu11111/dual-ai-paper-coach Claude Code writes the paper. Codex CLI independently reviews it. Together they produce a 12 Claude Code, Codex, OpenCode 10 3,597 tok
sonature-lab/timsquad AI Agent Development Process Framework - SSOT-based documentation system, optimized agent 12 Claude Code 2 410 tok
aaronjmars/aeon-agent t.me Live Aeon instance: the growth agent for aeonfun/aeon and $AEON, running skills on GitHub 12 Claude Code, Codex, OpenCode 2 8,521 tok
tushaarmehtaa/tushar-skills slashskills.xyz Reusable agent workflows from real projects. Browse, inspect, and install skills for Codex 12 Codex, OpenCode 1 199 tok
Abilityai/abilities High-quality Claude Code plugins from Ability.ai 12 Claude Code 1 1,935 tok
jiangyurong609/claude-code-any 12 Claude Code, GitHub Copilot 2 1,106 tok
RogerReed/agentlens marketplace.visualstudio.com Agentic AI monitoring and observability — OTEL traces and local log files from Copilot, Cl 12 Claude Code 1 85 tok
shinpr/ai-business-planner AI-assisted business planning in Cursor. Create market research, business plans, PRDs, pro 12 Claude Code, Codex, Cursor, OpenCode 9 765 tok