How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
PayRequest/copana copana.ai personal AI assistant that works inside Claude Code. 11 Claude Code 11 1,415 tok
ArabAgentSkills/Skills arabskills.info Public source-backed Arab-world agent skills: APIs, marketing, sales, support, localizatio 11 Codex, OpenCode 1 192 tok
Auran0s/Sklm auran0s.github.io Sklm is a CLI tool that centralizes management of skills (SKILL.md files) for your AI agen 11 Codex, OpenCode 1 1,443 tok
akasecurity/ai-tc akasecurity.io Guardrails for the agent harness. Regulated data stays on your machine, and every prompt a 11 Codex, Gemini CLI, OpenCode 2 313 tok
kcgdz/mcp-print pypi.org MCP server for professional print & color workflows — 2400+ Pantone colors, CMYK/RGB, ink 11 Claude Code 1
pwya/md-paper Word-to-Markdown-to-Word revision workflow for academic manuscripts; keeps Zotero citation 11 Codex, OpenCode 1 1,359 tok
Sardor-M/lumen Local-first persistent brain for AI coding agents - SQLite knowledge graph + replayable tr 11 Claude Code 1 1,272 tok
muhammadhaseebiqbal-dev/claude-code-leak-source-code 🚨 The leaked source code of Anthropic's Claude Code. Explore 512k+ lines of TypeScript re 11 Claude Code, GitHub Copilot 2 1,106 tok
vagkaratzas/token-saviour Agent skill that routes each coding task to the most token-efficient tool per layer: seren 11 Codex, OpenCode 1 575 tok
andreapollastri/newsletter newsletter.web.ap.it Open Source Newsletter System 11 Claude Code, Codex, OpenCode 2 7,530 tok
rajyraman/mcp-dataverse MCP Server for querying Dataverse using SQL 11 GitHub Copilot 1 1,162 tok
KinoThe-Kafkaesque/ssh-mcp-server this is a collection of tools that allows your agent to execute commands on your remote se 11 Claude Code, Codex, OpenCode 2 1,366 tok
Anselmoo/mcp-server-analyzer anselmoo.github.io MCP server for Python code analysis with RUFF linting and VULTURE dead code detection 11 Claude Code, GitHub Copilot 2 796 tok
YunyueLi/greenroom greenroom.ungetsu.net Seven agent skills for interview preparation, a 27-role knowledge base, and an open Markdo 11 Claude Code, Codex, OpenCode 2 1,146 tok
dromologue/workflowyMCP An MCP server that uses Workflowy and Claude to manage Tasks & Information in Workflowy an 11 Claude Code 3 30,254 tok
geoffdavis/omnifocus-claude-extension Omnifocus integration in Desktop Extension Format suitable for Claude Desktop on Mac 11 Claude Code 1 971 tok
bakissation/mcp-google-multi berkati.xyz Multi-account Google MCP server for Claude Code: Gmail, Drive, Calendar, Sheets, Docs, Con 11 Claude Code 1 3,764 tok
Calhooon/bsv-wallet-cli Self-hosted BSV wallet and BRC-100 server in a single Rust binary — non-custodial, CLI-fir 11 Claude Code 1 1,579 tok
MCPRUNNER/mssqlMCP MCP Server for MSSQL (Microsoft SQL Server) 11 GitHub Copilot 3 605 tok
Windsland52/create-maa-project MaaFW project scaffolding CLI & MCP Server for interactively creating and incrementally ma 11 Codex, OpenCode 1 2,116 tok
Aryanpanwar10005/seo-geo-optimizer Universal SEO & GEO skill for AI IDEs — Google, Bing, AI Overviews, Bing Copilot, ChatGPT, 11 GitHub Copilot 1 18,875 tok
Deepractice/UIX uix-c3n.pages.dev AI-to-UI IR Protocol Layer — The Last Mile from AI to Human. Includes Lucid UI Skill for p 11 Claude Code 1 365 tok
greynewell/mcpbr Benchmark your MCP server. 11 Claude Code, Codex, OpenCode 3 4,699 tok
asyrjasalo/dynamic-mcp pypi.org MCP proxy server that reduces LLM context overhead with on-demand tool loading from multip 11 Claude Code, Codex, OpenCode 3 783 tok
RealistSec/mpa-first-guidelines MPA-First Development Mandate | Guiding principles for building performant, resilient Mult 11 GitHub Copilot 1 1,197 tok
appian/dev-mcp-skills 11 Codex, OpenCode 1 947 tok
Lommix/blitzdenk blitzdenk.com The neovim of harnesses. Everything is Lua 11 Codex, OpenCode 1 1,112 tok
kagan-sh/kagan kagan.sh OpenCode Plugin for supervised agentic software development on a Kanban board 11 Codex, OpenCode 1 2,051 tok
fengseekling-coder/mosa mosa.azhuilab.com Local-first visual memory for AI creation: images, prompts, provenance, and version histor 11 Codex, OpenCode 1 416 tok
ailinter/ailinter ailinter.dev Open-source AI linter and safety visor for AI-assisted development 11 Codex, GitHub Copilot, OpenCode 2 3,514 tok
m18h/kanea m18h.github.io Container orchestration in one binary - containerd, its own eBPF datapath, Let's Encrypt T 11 Claude Code, Codex, OpenCode 2 4,826 tok
flowing-abyss/obsidian-hybrid-search-plugin Obsidian plugin with live preview and local graph in hybrid search modal 11 Codex, OpenCode 1 2,378 tok
yourhq/yourhq yourhq.ai Self-hosted AI agent operations platform. One UI, many agents, your infrastructure. Apache 11 Claude Code, Codex, OpenCode 2 3,928 tok
up2itnow0822/agent-wallet-sdk npmjs.com Non-custodial crypto wallets for AI agents with on-chain spending limits. ERC-6551, x402 c 11 Codex, OpenCode 1 310 tok
agent-sh/agent-knowledge Research guides and RAG indexes for AI agent development 11 Claude Code, Codex, OpenCode 2 27,378 tok
amitshekhariitbhu/language-experiments outcomeschool.com AI Agent that deepens your understanding of programming languages through experiments that 11 Claude Code 1 633 tok
redhat-et/rhdp-rca-plugin Claude skills for automated root cause analysis of infrastructure failures. 11 Claude Code 1 192 tok
mishrasanjeev/agentic-org Agentic-Org is an open-source, enterprise-grade AI agent orchestration platform. It deploy 11 Claude Code 3 2,855 tok
Tyler-R-Kendrick/agent-skills My personal agent-skills. 11 Codex, OpenCode 1 5,499 tok
TheDartsCo/orbit A cross-platform desktop app for searching, reading, and resuming local AI coding-agent se 11 Codex, OpenCode 1 2,041 tok
jkeskikangas/skills Portable, rubric‑graded authoring + review workflows for AI agent skills 11 Claude Code, Codex, OpenCode 2 1,641 tok
superduck-ai/open-managed-agents Open Source version of Claude Managed Agents. Anthropic SDK compatible. Supports agents, 11 Claude Code, Codex, OpenCode 3 6,365 tok
AgentInsight/agentinsight-sdk-python agentinsight.goldebridge.com AgentInsight Python SDK provides a Python client for the AgentInsight platform, supporting 11 Codex, OpenCode 1 6,332 tok
Joakimpalm-Zen/xyntetik-runner huggingface.co Local inference you can prove. A single-binary GGUF engine in C: serves, scores, and train 11 Claude Code, Codex, OpenCode 2 4,294 tok
baz-scm/baz-plugin baz.ai Install baz and empower your coding agent to be faster, cheaper and more precise 11 Claude Code 1 7,276 tok
businesslens/pdd businesslens.io Product-Driven Development for coding agents 11 Claude Code, Codex, OpenCode 6 3,707 tok
openshift-online/agent-control-plane openshift-online.github.io Agent control plane for managed OpenShift services 11 Claude Code, Codex, OpenCode 10 2,581 tok
ShaerWare/AI_Secretary_System shaerware.github.io 📞 Local AI secretary, technical support, and sales manager with voice cloning via XTTS v2 11 Claude Code 1 17,310 tok
CodeInfinity1/Stram A proactive, local-first cognitive agent with approval-gated tools, memory, and collectors 11 Codex, OpenCode 1 962 tok
DaveVoyles/resume-builder Evidence-backed resume workspace tooling for AI-assisted job searches. 11 Claude Code, Codex, OpenCode 2 1,314 tok