How real projects configure their agents

23,799 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
amplifthq/opentag openmeld.ai Legacy OpenTag source history, branches, and tags. No active development or deployment. 0 Claude Code, Codex, OpenCode 4 6,155 tok
unifyai/unify Unify: an AI assistant built as a back office of cooperating LLM-driven state managers (ar 0 Claude Code, Codex, OpenCode 3 37,137 tok
jonnyzzz/mcp-steroid devrig.dev Give your AI Agent a whole IDE, not just the files 0 Claude Code, Codex, OpenCode 2 6,920 tok
tools-for-agents/anvil tools-for-agents.github.io 🔨 Throwaway Docker sandbox for agents: run code/commands in isolated, resource-limited co 0 Codex, OpenCode 1 854 tok
vanppsa/oracle-models This project transforms the `oracle-models` skill into a **local MCP Server**. It classifi 0 Codex, Gemini CLI, OpenCode 2 3,793 tok
huaqing0/obsidian-mcp-server Custom Obsidian MCP server with workspace control, vault structure tools, and native Excal 0 Claude Code, Codex, OpenCode 2 13,450 tok
Ace627/vite-vue3-template A basic configuration template based on Vue3, TypeScript, and Vite, suitable for quickly s 0 Codex, OpenCode 1 1,215 tok
Weaverse/.agents weaverse.io Agents, skills, commands, and rules for AI-powered coding tools — used daily to supercharg 0 Codex, OpenCode 1 413 tok
AgentsORG/design-engineering skills.sh Design engineering for AI agents: a skill graph, 13 agents that loop (with a cross-model d 0 Claude Code, Codex, OpenCode 1 8,995 tok
yuxiaoji30-lang/ai-maintainer-copilot-skill A public, evidence-first agent skill for open-source maintainers: AI-assisted issue triage 0 Codex, OpenCode 1 348 tok
ma2za/google-news-api pypi.org Google News API Python client for Google News RSS search, top stories, async clients, URL 0 Claude Code, Codex, OpenCode 3 867 tok
daveepope/arena A cross platform sandboxing framework with built in profiling workflows. 0 Claude Code, Codex, OpenCode 3 13,522 tok
elvis-ndubuisi/lazypr 0 Codex, OpenCode 1 1,207 tok
sturlese/stigmergy A team's knowledge, captured where the work happens, filed by an agent, and answered with 0 Claude Code, Codex, OpenCode 4 1,893 tok
simonwong/writing-skills 沉淀并写出个人风格的写作 skills 0 Claude Code, Codex, OpenCode 2 876 tok
thomastron/personal-constitution Personal belief accountability system + Socratic debate-prep toolkit for agentic AI (Claud 0 Claude Code, Codex, OpenCode 2 1,980 tok
SeanHogg/Builderforce.ai Agentic AI Coding Platform that enables everyone to train, design and embed custom LLMs in 0 Claude Code, Codex, OpenCode 3 376 tok
dbhq-uk/verve-skill skills.dbhq.uk Agent skill that strips AI tells from prose and puts a human voice back, pitched at the re 0 Claude Code, Codex, OpenCode 1 2,340 tok
shno-labs/mem-forge Give every agent your team's brain on day one. The memory layer for AI agents. Everything 0 Claude Code, Codex, OpenCode 2 2,602 tok
harshanandak/forge Forge — an open building-block platform for AI coding agents: blocks declare operations on 0 Codex, OpenCode 1 488 tok
LinVireo/browsertap-mcp 0 Codex, OpenCode 1 1,167 tok
tony/skills 0 Claude Code, Codex, Gemini CLI, OpenCode 3 3,885 tok
Paul-hengChen/agent-governance-mcp MCP server for multi-IDE AI agents — server-side gates for shared state, rule drift, and l 0 Claude Code, Codex, OpenCode 2 4,471 tok
ariffazil/AAA aaa.arif-fazil.com A2A v1.0 federation gateway and state plane. Routes intent. Displays state. Never judges, 0 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,158 tok
rahmanef63/connectors One MCP server, several ways to register and ship it. A guide repo an AI agent reads befor 0 Claude Code, Codex, OpenCode 2 2,901 tok
kleosr/kleosrules Cursor harness pack: user rules, skills, Bash hooks, local HANDOFF memory. macOS, Linux, W 0 Codex, OpenCode 1 476 tok
jmenzies722/shua-labs shua-labs.vercel.app Tools for running AI agents in production — safe, observable, cheap to operate. 0 Claude Code, Codex, Cursor, OpenCode 16 471 tok
osac-project/osac-ai-skills 0 Claude Code, Codex, OpenCode 3 2,051 tok
hon454/grimoire A spellbook of plugins for Claude Code and Codex. Each plugin is a book; archmage is the r 0 Claude Code, Codex, OpenCode 2 1,988 tok
Tamaz-sujashvili/senior-code-mcp MCP server giving coding agents semantic + structural search over your codebase, so they r 0 Codex, OpenCode 1 852 tok
noktohq/nokto-agent-orchestrator noktohq.github.io AI agents that deliver code through pull requests — Claude Code + Codex with worktree isol 0 Claude Code, Codex, OpenCode 2 406 tok
AgentTanuki/agent-guild agent-guild-5d5r.onrender.com The trust + settlement layer for AI agents — discover, vet, pay, and build portable reputa 0 Codex, Gemini CLI, OpenCode 2 2,238 tok
Mimirs402/bountyverdict mimirs402.github.io GitHub Actions failure diagnosis, bounty checks, and AGENTS.md audits for AI coding agents 0 Codex, OpenCode 1 324 tok
gCuadros/hevy-mcp 0 Claude Code, Codex, GitHub Copilot, OpenCode 4 5,216 tok
littleblakew/msds-chain-mcp 0 Claude Code, Codex, OpenCode 2 1,451 tok
twzrd-sol/twzrd-trust TWZRD buyer-side x402 trust packages: x402 trust gate, elizaOS trust plugin, and the agent 0 Claude Code, Codex, OpenCode 8 1,434 tok
vncent786/bounty-api bountyapi.com Agent-native API marketplace with x402 micropayments. AI agents discover via MCP, pay per 0 Codex, OpenCode 1 4,722 tok
srmackey/context-forge Context Forge gives every AI project a local memory of its sessions, so the next session, 0 Claude Code, Codex, OpenCode 2 956 tok
lukasrepublic/agentic-foundry The factory: a Claude Code plugin for governed, spec-driven delivery — frozen acceptance c 0 Claude Code, Codex, OpenCode 1 952 tok
shibu003/talkingclaw [Active] A local voice room where multiple coding agents (Claude Code / Codex / Gemini CLI 0 Claude Code, Codex, OpenCode 2 1,675 tok
KevinBigham/codex-safe-starter Safe repo-local starter template for Codex guidance, skills, read-only agents, conservativ 0 Codex, OpenCode 1 1,484 tok
mheraskin/soloe Local-first agent development environment for solo developers coordinating CLI agents acro 0 Codex, OpenCode 1 344 tok
Gladisintelligible706/vibe-driven-dev Build TypeScript dev workflows that speed delivery, keep plans clear, and make handoff cle 0 Codex, OpenCode 1 4,099 tok
haiqigeng/1-web-analyst-mcp-setup Windows-first skill for safely connecting and verifying web analyst MCP tools across Codex 0 Codex, OpenCode 1 183 tok
Morningstar202604/awesome-skillkit morningstar202604.github.io Curated Agent Skills scene packs for AI tools: 57 packs / 403 skills / 27 domains / 108 ch 0 Codex, OpenCode 1 1,158 tok
kegelmeier/spliit-mcp-cloudflare deploy.workers.cloudflare.com Unofficial, secure Spliit MCP server for Cloudflare Workers 0 Codex, OpenCode 1 1,109 tok
claudiu-deving/workflow-atlas Visualize development workflows and animate algorithms as step-by-step storyboards. Zero-d 0 Codex, OpenCode 1 2,226 tok
mattackerman1/freecad-tool-server HTTP + MCP tool server that lets an AI agent drive FreeCAD to build, analyze, and export 3 0 Claude Code, Codex, OpenCode 2 4,294 tok
kitepon/aishell npmjs.com macOS-native MCP runtime for fresh workspace state, bounded context, and retained executio 0 Codex, OpenCode 1 1,919 tok
CaffNoir59/codex-seo npmjs.com Native Codex SEO CLI for technical audits, Lighthouse performance checks, Search Console w 0 Codex, OpenCode 1 120 tok