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
zircote/human-voice Detect and eliminate AI writing patterns in your content. This Claude Code plugin performs 11 Claude Code, GitHub Copilot 3 1,793 tok
masterleopold/book-capture Claude Code plugin for capturing books from Kindle, Apple Books, or PDF — screenshot, OCR 11 Claude Code 1 1,109 tok
dongsheng123132/task-passport Open task handoff protocol for DeepSeek Harness, WorkBuddy, Claude Code and Codex — verifi 11 Claude Code, Codex, OpenCode 2 1,513 tok
usewire/wire-memory usewire.io Persistent memory plugin for AI coding agents. Captures decisions, corrections, and patter 11 Claude Code 1 480 tok
YGao2005/scholar-feed-mcp scholarfeed.org MCP server for searching 600,000+ CS/AI research papers with citation graphs, full text, e 11 Claude Code 1 2,034 tok
victorzhong0110/skill-evolution pypi.org Evolve AI agent skills through iterative meta-skill-driven optimization. Inspired by Skill 11 Claude Code 1 210 tok
aws-samples/sample-claude-code-multi-model Run Claude Code with any foundation model on Amazon Bedrock (43 models) or a self-hosted m 11 Claude Code, Codex, OpenCode 6 527 tok
arcobaleno64/agy-plugin-cc agy-plugin-cc is a Claude Code companion for running Gemini CLI or Antigravity CLI (agy) a 11 Claude Code 1
second-state/vibetty vibekeys.dev Share a live AI agent terminal to smart hardware (vibekeys, vibewatch, etc.) over MQTT; ca 11 Claude Code 1 4,578 tok
Akshat2634/Codelens-AI codelensai-dev.vercel.app Local-first ROI analytics for Claude Code, OpenAI Codex, and GitHub Copilot 11 Claude Code, Codex 2 4,204 tok
karnstack/flue flue.sh terminal multiplexer in the browser accessible from any device you own. 11 Claude Code 1 351 tok
Habib0x0/spec-driven-plugin habib0x0.github.io Spec-Driven Development Plugins For ClaudeCode/Codex 11 Claude Code 1 2,414 tok
n24q02m/mnemo-mcp mcp.n24q02m.com Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited. 11 Claude Code, Codex, OpenCode 2 5,981 tok
kentaccn/paste-to-tmux Drop a clipboard screenshot or a local file into a remote tmux pane over SSH — straight in 11 Claude Code 1 5 tok
julienamorgan/signal-prospecting-kit climategrowthadvisors.com Find B2B prospects the moment they're in-market. Six Claude Code skills that detect buying 11 Claude Code 5
PayRequest/copana copana.ai personal AI assistant that works inside Claude Code. 11 Claude Code 11 1,415 tok
Artexis10/exomem substratesystems.io Self-hosted MCP server that makes your Obsidian/markdown vault searchable — text, PDFs, Of 11 Claude Code, Codex, OpenCode 22 915 tok
kcgdz/mcp-print pypi.org MCP server for professional print & color workflows — 2400+ Pantone colors, CMYK/RGB, ink 11 Claude Code 1
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
andreapollastri/newsletter newsletter.web.ap.it Open Source Newsletter System 11 Claude Code, Codex, OpenCode 2 7,530 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
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
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
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
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
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
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
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 3,528 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
DaveVoyles/resume-builder Evidence-backed resume workspace tooling for AI-assisted job searches. 11 Claude Code, Codex, OpenCode 2 1,314 tok
Shashank2577/hesoyam-for-claude-code HESOYAM — The cheat code for Claude Code. Health + Armor + $250K. One install for orchestr 11 Claude Code 5
TrainLCD/StationAPI 🤖 The GraphQL API for nearby Japanese train stations and bus stops, powered by Rust and C 11 Claude Code, Codex, OpenCode 3 5,767 tok
Coldensjo/MONx A monster editor for OpenTibia servers. Open a workspace, pick a monster, edit, save. Supp 11 Claude Code, Codex, OpenCode 3 7,831 tok
UtroYAKQ/AI-Friendly-Project-Template 11 Claude Code, Codex, OpenCode 2 444 tok
kiaquila/dreamboard dreamboard.ks-design.art A lightweight web app that helps you visually organize your goals, dreams, and intentions 11 Claude Code, Codex, OpenCode 2 2,855 tok
CognicellAI/Cognition cognition-black.vercel.app The foundational layer for trusted, executable AI platforms. 11 Claude Code, Codex, OpenCode 3 4,360 tok