How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
yuanlang12/Kite Run kite instead of claude — same terminal, plus IM control from Telegram, WeChat, Feishu 19 Claude Code 7 554 tok
leeguooooo/misonote-markdown docs.misonote.com A next-generation AI team collaboration platform. 19 Claude Code, Codex, OpenCode 4 3,570 tok
apache/solr-mcp solr.apache.org Solr MCP Server 19 Claude Code, Codex, OpenCode 2 6,114 tok
IronSecCo/ironclaw ironsecco.github.io Security-first, self-hosted AI agents - isolation you can prove, not just promise. 19 Claude Code, Codex, OpenCode 2 315 tok
a-church-ai/church achurch.ai A digital sanctuary for human-AI fellowship. Prayers, practices, rituals, hymns, and philo 19 Claude Code, Codex, OpenCode 2 4,829 tok
buildinternet/uploads uploads.sh Lightweight upload host and tool for coding agents to add files to pull requests. Cloud an 19 Claude Code, Codex, OpenCode 2 4,378 tok
nativesoil/handover nativesoil.dev An open JSON format and local toolchain for carrying an AI assisted project's working stat 19 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,002 tok
AI-by-design/primitiv primitiv.design The design system infrastructure keeping teams and agents in sync. 19 Claude Code 1 1,940 tok
RobithYusuf/mcp-camoufox MCP server for stealth browser automation via Camoufox — 100+ tools, npx install, anti-bot 19 Claude Code, Codex, OpenCode 2 4,341 tok
Knuckles-Team/servicenow-api ServiceNow MCP Server and API Wrapper 19 Claude Code, Codex, OpenCode 2 4,271 tok
docdyhr/simplenote-mcp-server MCP Server for Simplenote integration with Claude Desktop 19 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,943 tok
nickzren/opentargets-mcp MCP server for Open Targets data 19 Claude Code, Codex, OpenCode 2 680 tok
ben-rogerson/git-worktree-toolbox Easily manage git worktrees, launch tasks and work on multiple features in parallel. 19 Claude Code 5 291 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 19 Claude Code, Codex, OpenCode 7 11,439 tok
iwamot/marp-agent-mcp An experimental MCP Apps version of PowerPoint Maker. 19 Claude Code 1 876 tok
nemanjavlahovic/instruments-mcp-server MCP server for Xcode Instruments — AI agents get structured performance profiling (CPU, Sw 19 Claude Code 1 480 tok
wxkingstar/doc-hub-mcp An MCP Server that mainly aggregates complete developer documentation for the WeCom and Fe 19 Claude Code 1 1,001 tok
Signal-Loop/UnityCodeMCPServer Unity Code MCP Server is a powerful tool for the Unity Editor that gives AI Agents ability 19 Claude Code, Codex, OpenCode 4 729 tok
Damecek/salesforce-mcp-lib context7.com Salesforce MCP Library is a local stdio bridge for Salesforce MCP endpoints using OAuth cl 19 Claude Code 11 1,062 tok
opencrawling/opencrawling opencrawling.org Reference Java & Spring implementation of the Open Ingestion Standard (OIS). It provides a 19 Claude Code 1 1,867 tok
rahmanef63/control-room Mobile-first PWA for driving a single VPS from the browser — up to 16 concurrent terminals 19 Claude Code, Codex, OpenCode 13 1,162 tok
Bugb-Technologies/guardlink guardlink.bugb.io AI-maintained security annotations for code. Continuous threat modeling, enforced in CI. 19 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 4 14,996 tok
husniadil/ultrathink MCP server for sequential thinking and complex problem-solving. Built iteratively using it 19 Claude Code 3 2,854 tok
LinChuang2008/nightmend demo.lchuangnet.com AI-powered open-source monitoring platform with auto-remediation. 6 built-in runbooks, MCP 19 Claude Code 1 1,271 tok
sinewaveai/prooflayer-rules proof-layer.com Open-source runtime security rules engine for MCP servers and AI agents. Detects prompt in 19 Claude Code 1 1,938 tok
camunda/skills camunda.com Camunda AI Agent skills 19 Claude Code, Codex, OpenCode 2 1,833 tok
thixpin/pitway pitway.thixpin.me The pit crew for agentic coding. 19 Claude Code, Codex, OpenCode 2 2,002 tok
jhd3197/CachiBot cachibot.ai The Armored AI Agent — visual dashboard, sandboxed execution, multi-provider LLM support. 19 Claude Code 10 835 tok
a-tokyo/aiworkspace 🧑‍💻 Set up and manage AI agent skills and configs for Cursor, Claude Code, Codex and mor 19 Claude Code, Codex, OpenCode 6 391 tok
ng-galien/maket ng-galien.github.io Visual design workspace for AI assistants: create posters, flyers, labels and social posts 19 Claude Code, Codex, OpenCode 2 3,913 tok
willianpinho/large-file-mcp large-file-mcp.dev.willianpinho.com MCP server for intelligent handling of large files — smart chunking, search, navigation, a 19 Claude Code 1 606 tok
byte5ai/palaia palaia.ai Self-hosted hub that gives all your AI tools one shared memory, one toolbox, and a way to 19 Claude Code, Codex, OpenCode 2 807 tok
itsmostafa/hivemind 19 Claude Code, Codex, OpenCode 2 1,053 tok
grafana/grafana-pathfinder-app grafana.com Get help exactly when and where you need it. Grafana Interactive Learning brings contextua 19 Claude Code, Codex, OpenCode 18 3,258 tok
EnkrateiaLucca/cursor-course Source code & materials for my cursor course 19 Claude Code 2 574 tok
wunki/amplify 19 Claude Code, Codex, OpenCode 2 422 tok
accordproject/apap Accord Project Agreement Protocol. Agreement Runtime and MCP Server 19 Claude Code 1 2,196 tok
zqushair/Frontapp-MCP MCP server and client for Frontapp 19 Claude Code 1 1,730 tok
SihyunAdventure/dubyduby Dub any YouTube video into Korean — agent-based, with two-person voices and subtitles. Son 19 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 19 Claude Code 1 992 tok
Cumulocity-IoT/cumulocity-dynamic-mapper The ultimate Mapper for building the bridge between any Message Broker and Cumulocity IoT 19 Claude Code, Codex, OpenCode 3 646 tok
growilabs/growi-mcp-server A Model Context Protocol (MCP) server that connects AI models to GROWI wiki content. Enabl 19 Claude Code 13 523 tok
ClawStackStudios/GitLobster 🦞 The Capability Layer for Autonomous Agents. A decentralized registry for cryptographica 19 Claude Code, Gemini CLI 2 9,311 tok
nevir/agentfill agentfill.dev A "polyfill" that standardizes and centralizes AGENTS.md configuration and Agent Skills su 19 Claude Code, Codex, OpenCode 6 676 tok
bonnguyenitc/antigravity-superpowers npmjs.com Superpowers for Google Antigravity — composable skills, smart workflows, and always-on rul 19 Claude Code, Codex 24
uberskillsdev/uberSKILLS uberskills.dev Design, test, and deploy Claude Code Agent Skills through a visual, AI-assisted workflow. 19 Claude Code 1 3,915 tok
hamsurang/kit Agent skill set of Hamsurang 19 Claude Code 2
TheMattBerman/brand-shoot-kit AI product photography agent / OpenClaw skill for complete brand shoot kits 19 Claude Code, Codex, OpenCode 2 4,531 tok
denyherianto/gitlab-ai-code-review Analyzes code changes via the Gemini API with a structured review prompt, then posts sever 19 Claude Code 1 918 tok
cotect-dev/cotect cotect.dev A fast, read-first code inspector for the agent era: watch AI-written changes land live an 19 Claude Code 1 309 tok