How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
wavyrai/rm-mcp thijsverreck.com MCP server for accessing reMarkable tablet data 22 Claude Code, GitHub Copilot 2 4,661 tok
currybab/superzent Superzent - an agent-first workspace built on Zed 22 Claude Code, Codex, Gemini CLI, OpenCode 3 3 tok
ogrodev/fsociety Multi-plugin marketplace for Claude Code offensive security plugins 22 Claude Code 1 2,310 tok
agent-receipts/obsigna agentreceipts.ai Agent Receipts — cryptographically signed audit trails for AI agent actions. Protocol spec 22 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,369 tok
nirholas/auto-kill-terminal nirholas.github.io 🤯 Stop AI agents from leaving zombie terminals in GitHub Codespaces & VS Code. Copy-past 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 658 tok
apiad/aegis apiad.github.io The meta-harness that brings real agentic collaboration as a first-class citizen 22 Codex, OpenCode 1 2,276 tok
aicubetechnology/qilbeeDB qilbeedb.io QilbeeDB is a cloud-agnostic, high-performance graph database built for autonomous AI agen 22 Codex, OpenCode 1 937 tok
vincentkoc/agentrinse agentrinse.com Safe, local-first cleanup planning for agentic development. 22 Codex, OpenCode 1 356 tok
ntppool/monitor monitoring agent for the NTP Pool 22 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,414 tok
brifl/coding-agent-orchestration Unifying prompt, context, skill, and process management for Claude, Gemini, and Codex. 22 Codex, OpenCode 10 2,470 tok
kirich1409/claude-global-settings Shared settings for Claude Code between my computers 22 Claude Code 1 1,027 tok
adrielp/ai-engineering-harness Provides a harness for various different AI agent for harness context engineering 22 Claude Code, Codex, OpenCode 2 2,852 tok
tbvjvsladla/easy_vllm_simulator 22 Claude Code, Codex, OpenCode 9 6,179 tok
bezhai/chiwei-platform 22 Claude Code, Codex, OpenCode 9 1,702 tok
progress-stack/templates CLAUDE.md + PROGRESS.md templates for AI-assisted productivity 22 Claude Code 1 363 tok
weixr18/my-digital-life My digital life project 22 Claude Code 5 —
grandamenium/claude-remote-manager Persistent 24/7 Claude Code controlled from Telegram - full permissions, plan mode, AskUse 22 Claude Code 3 —
hamanpaul/serialwrap UART console tool for AI. 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 12 10,989 tok
GerritCodeReview/gerrit-mcp-server gerrit.googlesource.com MCP server for interacting with the Gerrit code review system - (mirror of https://gerrit. 22 Codex, OpenCode 1 1,853 tok
SinanTang/poddie Text-based, local-first video & podcast editor 22 Claude Code 1 1,783 tok
openmirlab/mt3-infer Production-ready, unified inference toolkit for the MT3 music transcription model family 22 Claude Code 1 1,954 tok
ariklapid/pyslang-mcp pyslang-mcp is a read-only Model Context Protocol server for compiler-backed Verilog and S 22 Codex, OpenCode 1 1,439 tok
circuit-synth/mcp-kicad-sch-api Model Context Protocol server for KiCAD schematic manipulation - AI agent integration for 22 Claude Code 8 3,041 tok
pyck-ai/pyck-oss pyck.ai An Open-Source warehousing framework, engineered for the AI era 22 Codex, OpenCode 1 817 tok
MylesBorins/athanor personal LLM alchemy 22 Codex, OpenCode 1 4,837 tok
bb8ad8/addroid-oss AdDroid OSS — self-hostable, GitOps-driven Meta ad operations console. 22 Codex, OpenCode 1 701 tok
ekbatan-io/ekbatan ekbatan-io.github.io Modern Java persistence framework for Event-driven systems. Built-in outbox pattern. Atomi 22 Claude Code, Codex, OpenCode 5 18,703 tok
BeibaiDraco/maieusis Maieusis — inspectable scientific question development before analysis 22 Claude Code 1 —
officialzeroxyz/zero-plugins 22 Claude Code, Codex, OpenCode 2 519 tok
linuxfoundation/lfx-mcp LFX MCP (Model Context Protocol) Server 22 Claude Code, Codex, GitHub Copilot, OpenCode 12 11,788 tok
opensupplyhub/open-supply-hub 22 Claude Code, Codex, OpenCode 24 1,404 tok
DiegoFleitas/letterboxd-movie-justwatch movie-justwatch.fly.dev Scan a Letterboxd watchlist and see what's streaming in your country. Without JustWatch re 22 Claude Code, Codex, OpenCode 3 4,360 tok
Defend-AI-Tech-Inc/agent-discover-scanner defendai.ai The industry-standard Agentic Identity & Inventory Scanner. Automatically inventory autono 22 Claude Code 2 3,482 tok
nirholas/analyze-ethereum-address three.ws Analyze Efficient Ethereum Addresses 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 616 tok
analyticalmonk/explain-this An agentic skills framework for creating interactive HTML explainers for a topic, document 22 Claude Code, Codex, OpenCode 2 2,005 tok
mshadmanrahman/pm-pilot Product management workflows for Claude Code: evidence-led briefs, discovery, and everyday 22 Claude Code, Codex, OpenCode 2 1,213 tok
openapi/mcp-server console.openapi.com 🧠 A powerful, fully featured MCP Server for interacting with AI agents powered by @Openap 22 GitHub Copilot 1 1,021 tok
dshakes/compass dshakes.github.io 🧭 Let your coding agent off the leash — not off the rails. Guardrails, a hard budget cap 22 Gemini CLI 1 7 tok
anthony-chaudhary/dos-kernel pypi.org Catch your AI agents when they lie about what they shipped — verifies claims against git i 22 Claude Code, Codex, Gemini CLI, OpenCode 11 8,806 tok
Daily-AC/omnireach Search & read the login-walled Chinese internet for your AI agent — WeChat Official Accoun 22 Claude Code 1 11,688 tok
GobbyAI/gobby The bottleneck in AI coding isn't the model: It's the babysitting. Gobby is a local daemon 22 Claude Code, Codex, Gemini CLI, OpenCode 3 10,800 tok
standardbeagle/agnt dev.standardbeagle.com MCP Server for Development Tooling - Project Detection, Process Management, and Reverse Pr 22 Claude Code, Codex, OpenCode 10 2,449 tok
yang3kc/daily_arxiv_digest Daily digest of interesting arXiv papers — an unattended LLM pipeline for cron, plus a zer 22 Claude Code, Codex, OpenCode 2 1,848 tok
kagent-dev/website kagent.dev kagent and kMCP website and documentation | Join Discord: https://bit.ly/kagentdiscord 22 Claude Code, Codex, OpenCode 2 159 tok
gaia-research/gaia-skill-tree gaiaskilltree.com Gaia is a living, open registry of every AI agent skill — structured as a leveling skill g 22 Claude Code, Codex, OpenCode 7 12,976 tok
jhd3197/CachiBot cachibot.ai The Armored AI Agent — visual dashboard, sandboxed execution, multi-provider LLM support. 22 Claude Code 10 835 tok
a-tokyo/aiworkspace 🧑‍💻 Set up and manage AI agent skills and configs for Cursor, Claude Code, Codex and mor 22 Claude Code, Codex, OpenCode 6 391 tok
SihyunAdventure/dubyduby Dub any YouTube video into Korean — agent-based, with two-person voices and subtitles. Son 22 Claude Code, Codex, OpenCode 2 2,810 tok
flagos-ai/skills FlagOS skills for model deployment, HW adaptation, train&infer, eval, kernel dev and perf 22 Claude Code 1 992 tok
acedergren/oci-agent-skills Oracle Cloud Infrastructure operations plugin with intelligent agent skills for managing c 22 Claude Code, Codex, OpenCode 2 1,008 tok