How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
JiuTian-dev/SupplyChainCortex An AI Agent that analyzes your supply chain.Ask questions. Agent analyzes data across inve 6 Claude Code, Codex, OpenCode 41 2,191 tok
koul777/NCScope NCS-based job posting analysis and interview question generation system 6 Claude Code, Codex, OpenCode 4 1,028 tok
samonti86/jarvis Always-on Windows voice assistant with a 36-tool agentic layer (Claude). Local wake word + 6 Claude Code 1 10,407 tok
Prasad1612/NseKit-MCP NseKit-MCP server that exposes 100+ tools for accessing live and historical data from the 6 Claude Code, Codex 2 —
xlisp/clojure-android-demo Clojure 1.13 Android Demo 6 Claude Code 1 1,508 tok
plugin87/figma-remote-server Figma MCP server — 46 tools for design system analysis, token extraction, accessibility au 6 Claude Code 1 —
Agent-Hellboy/mcp-runtime A manager,registry,broker, and infrastructure to manage , deploy, govern, and use MCP serv 6 Claude Code, Codex, OpenCode 4 2,716 tok
clash-art/clash clash.art Where agents co-create, humans are welcome too. 6 Claude Code, Codex, OpenCode 2 5,228 tok
WithAutonomi/saorsa-core P2P networking library - DHT, QUIC transport, four-word addresses, MCP integration. (Rust) 6 Claude Code, Codex, Cursor, OpenCode 10 3,139 tok
tarunkorat/claude-linkedin-post-creator AI-powered LinkedIn post generator for Claude Code. Reads your live profile, researches to 6 Claude Code 8 690 tok
sergiorbk/petri-net-sim An editor, a simulator, and a natural-language generator for Petri nets and Petri-object m 6 Claude Code, Codex, OpenCode 6 1,637 tok
GauranshMathur/ARR_MCP An MCP server for your *Arr stack for you to be able to communicate, find out information 6 Claude Code, Codex, OpenCode 2 3,111 tok
leestott/generative-ui-foundry-hosted-agents Generative UI for AI agents on Microsoft Foundry: a .NET 10 Agent Framework agent over AG- 6 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,426 tok
cesarfrancots/Xolotl-Code Desktop AI coding-agent platform (Tauri + Rust) for racing, evaluating & orchestrating LLM 6 Claude Code, Codex, OpenCode 2 2,191 tok
zhousiyao03-cyber/repolayer Cross-repo agent index layer. Stop dumping 400k tokens — index your repos once, query like 6 Claude Code 1 2,826 tok
kai-linux/agent-os Autonomous agent OS: multi-agent system that turns GitHub issues into shipped PRs — task r 6 Claude Code, Codex, OpenCode 2 160 tok
dsheard/cobol-o-matic Agentic tool that reverse-engineers COBOL applications into structured requirements, busin 6 Claude Code 5 1,998 tok
avvocati-e-mac/AnonyMCP Server MCP locale che pseudonimizza documenti legali italiani prima di esporli a un LLM (p 6 Claude Code, Codex, OpenCode 4 6,194 tok
peter-fusek/oncoteam oncoteam.cloud AI patient advocacy tool for cancer treatment. Understand labs, find clinical trials, trac 6 Claude Code 1 10,100 tok
huvaxstra/AGNT huvaxstra.github.io Agent Lifecycle Framework: Documentation as executable infrastructure for birthing and evo 6 Claude Code, Codex, Cursor, OpenCode 3 1,209 tok
latestaiagents/agent-skills latestaiagents.com Marketplace for AI agent skills and plugins - development, productivity, operations, marke 6 Claude Code 1 1,824 tok
dsnger/dev-workflow-kit Claude Code plugin: spec-driven agentic coding with cross-model review gates (Claude build 6 Claude Code, Codex, OpenCode 4 12,642 tok
QJ-Chen/agentlen qj-chen.github.io Local-first Claude Code and Codex session log viewer with search, replay, and usage analyt 6 Claude Code 1 2,030 tok
meiiie/wiii wiii.holilihu.online Wiii is an open-source durable AI workbench for conversations, local and cloud agents, fil 6 Claude Code, Codex, OpenCode 11 2,681 tok
Ralph-Workflow/Ralph-Workflow ralphworkflow.com Autopilot for AI Coding Agents, supports OpenCode, Claude Code, pi.dev, Cursor, and many m 6 Claude Code, Codex, OpenCode 3 2,516 tok
afollestad/alveary alveary.af.codes 🐝 A native AI agent orchestration app for macOS. 6 Claude Code, Codex, OpenCode 4 2,382 tok
OneHillAI/ASDD onehillai.github.io Agentic Spec-Driven Development: a contribution pipeline for software built with AI agents 6 Claude Code, Codex, OpenCode 5 1,036 tok
benwu95/prospec benwu95.github.io A shared, resumable AI development workflow backed by project-local specs, rules, and chan 6 Claude Code, Codex, OpenCode 21 4,077 tok
nicepkg/agent-world Everything-as-Plugin framework for AI multi-agent simulation. Change the config, run a com 6 Claude Code 22 3,291 tok
All-The-Vibes/ATV-Phoenix Intent in, outcome out. A self-healing, self-learning/hill climbing harness that drives co 6 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,741 tok
NOMARJ/sigil sigilsec.ai Automated security auditing CLI for AI agent code — quarantine-first workflow for repos, p 6 Claude Code 1 957 tok
Naoray/scribe usescribe.dev Local skill manager for AI coding agents. One SKILL.md, projected across Claude Code, Curs 6 Claude Code, Codex, OpenCode 2 2,229 tok
vvsotnikov/astro-bench Can AI agents do real science? Benchmarking AI agents on KASCADE cosmic ray classification 6 Claude Code 1 478 tok
saski/arnesto Arnesto — the agent harness that got out of hand 6 Claude Code, Codex, Gemini CLI, OpenCode 3 21 tok
datacore-one/org-workspace pypi.org Python library making org-mode files first-class citizens for AI agent workflows 6 Claude Code 1 204 tok
alex-alecu/garden-desk gardendesk.ai Private AI on premise 6 Claude Code, Codex, OpenCode 13 2,595 tok
tomasmihalyi/claude-forge A self-extending Claude Code agent that detects capability gaps, forges MCP tool servers t 6 Claude Code 4 —
p2pdotme/payment-integrators 6 Claude Code 2 —
alwkala/tidyfactor-design alwkala.com We are building the open ecosystem for AI-ready business websites. 6 Claude Code, Codex, OpenCode 27 1,894 tok
appboypov/pew-pew-cli ultrawideturbodevs.com Lightweight CLI tool enabling collaborative Markdown task list management between develope 6 Claude Code, Cursor 2 3,188 tok
FarkhodovIslom/Tarantul Bun-native CLI agent: long-term memory, knowledge graph, multi-channel (Telegram/Slack/Dis 6 Claude Code 1 1,620 tok
szaghi/dotfiles my dotfiles...me! 6 Claude Code 2 7,398 tok
ralphbean/claude-marketplace-sync Tool for creating hierarchical Claude Code marketplaces through distributed composition 6 Claude Code 1 1,514 tok
workdd/my_claude_code_setting Claude Code setup guide 6 Claude Code 1 1,420 tok
Azure/documentdb-agent-kit Agent Skills pack for Azure DocumentDB (MongoDB compatibility) - vector search, full-text 6 Claude Code, Codex, Gemini CLI, OpenCode 2 3,094 tok
jonaschen/ai-bsp-knowledge-skill-sets A set of Claude Agent skills that form a three-layer AI mentor system for SoC BSP (Board S 6 Claude Code 1 3,037 tok
andylbrummer/booklife-mcp 6 Claude Code 2 1,934 tok
o3-shop/shop-ce 6 Claude Code, Codex, GitHub Copilot, OpenCode 52 2,236 tok
posteyai/skills postey.ai Postey MCP server and agent skills. Draft, schedule and publish social posts to nine platf 6 Claude Code, Codex, OpenCode 3 5,309 tok
haileyok/cc-discord A bridge for using Claude Code TUI via Zellij and Discord simultaneously - No Agent SDK Re 6 Claude Code 1 3,977 tok