How real projects configure their agents

23,222 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
dalmaktube-creator/DV-Moory Self-hosted, security-hardened MCP server connecting Notion AI to approved Git repositorie 1 Codex, OpenCode 1 131 tok
KevinTrinhDev/gaze It sees the page, and it acts. Drive a real, already logged-in browser from the CLI or ove 1 Codex, OpenCode 1 1,394 tok
onlyoasis/gzh-mcp WeChat Official Account publishing MCP server: media upload, draft management, and freepub 1 Claude Code, Codex, OpenCode 2 493 tok
spacerocket3/gbrain-code Selective, diff-aware repository cartography for coding agents 1 Codex, OpenCode 1 114 tok
useburrow/furrow-forms furrowforms.com The form backend for vibe-coded websites — MCP server, agent skill, and examples for 33 st 1 Codex, OpenCode 1 203 tok
code4161/memgit memgit.dev Git for AI memory — version-controlled context persistence across Claude, GPT, Gemini, Cur 1 Claude Code, Codex, OpenCode 2 579 tok
matematicsolutions/mcp-eureka MCP server for Polish tax interpretations (KIS/MF) via EUREKA (eureka.mf.gov.pl). 550k+ do 1 Claude Code, Codex, OpenCode 2 953 tok
frankxai/awesome-motion-design-agent-skills Web-first catalog for interface motion, web interaction, programmatic video, and motion-de 1 Codex, OpenCode 1 925 tok
fetcher-sh/fetcher-skills 1 Claude Code, Codex, OpenCode 1 2,162 tok
Callicrate/skills Semi-dynamic context enrichment for AI 1 Codex, OpenCode 1 622 tok
link0-o/PerfLens Evidence-driven Linux performance analysis toolkit with a CLI, MCP server, and Codex Skill 1 Codex, OpenCode 1 1,002 tok
eic/xrootd-mcp-server eic.github.io An MCP server that allows for querying XRootD servers by LLM agents. 1 Codex, GitHub Copilot, OpenCode 2 3,032 tok
ximenchuifeng/codex-kimi-bridge Codex plugin and MCP bridge for delegating implementation work to Kimi Code 1 Codex, OpenCode 1 2,444 tok
jcharveyjr/claude-chatgpt-agent-bridge Private MCP task broker for delegated work between Claude and ChatGPT/Codex agents. 1 Claude Code, Codex, OpenCode 3 382 tok
ministryofjustice/hmpps-contacts-ui Frontend UI to create and maintain contacts within DPS, including potential visitors and d 1 Codex, OpenCode 1 1,344 tok
Edison-Watch/Custom-MCPs 0 Claude Code, Codex, OpenCode 19 3,080 tok
hsb3/opencode-sandbox Isolated opencode instances from prebuilt GHCR images, consumable as MCP servers 0 Claude Code, Codex, OpenCode 5 980 tok
radthenone/ai-instruction-kit-mcp Projekt MCP który zbiera instrukcje dla cursor, vscode, github copilot, codex, kiro, kilo, 0 Claude Code, Codex, Cursor, OpenCode 68 2,269 tok
francemazzi/frasma frasma.org my website 0 Claude Code, Codex 1
rilldata/agent-skills docs.rilldata.com Agent skills for developing a Rill project 0 Codex, OpenCode 1 53 tok
sairam0424/ag-bash npmjs.com 🐚 Ag-Bash: The AI-Native Shell Gateway. A production-grade, sandboxed Bash environment de 0 Claude Code, Codex, OpenCode 2 3,472 tok
webmaxru/enonic-agent-skills Agent skills for Enonic XP CMS development — API reference, content migration, content typ 0 Codex, OpenCode 1 507 tok
knocklabs/skills 0 Claude Code, Codex, OpenCode 2 1,295 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
AnEntrypoint/agentgui Multi-agent GUI for AI coding assistants — Claude Code, Gemini CLI, OpenCode & more. npx a 0 Claude Code, Codex, OpenCode 3 5,511 tok
AnEntrypoint/freddie ƒreddie is not a harness, its a jacket 0 Claude Code, Codex, OpenCode 11 2,127 tok
dbhq-uk/verve-skill 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 1,937 tok
kleosr/kleosrules Cursor harness pack: user rules, skills, Bash hooks, local HANDOFF memory. macOS, Linux, W 0 Codex, OpenCode 1 476 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
twzrd-sol/twzrd-trust TWZRD buyer-side x402 trust packages: x402 trust gate, elizaOS trust plugin, and the agent 0 Codex, OpenCode 1 1,157 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
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
lesterppo/hermes-gem-pw Gemini Gem CLI & browser automation — chat, CRUD, image generation, deep research. No API 0 Codex, OpenCode 1 1,492 tok
EtanHey/voicelayer voicelayer.etanheyman.com Voice I/O MCP for AI coding agents — local TTS + STT, 2 tools (`voice_speak`, `voice_ask`) 0 Claude Code, Codex, OpenCode 2 2,694 tok
Magnus-Gille/munin-memory gille.ai Persistent memory for AI assistants, self-hosted and provider-portable. MCP server with SQ 0 Claude Code, Codex, OpenCode 2 2,987 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
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
motozero/repofinder.io repofinder.io Find maintained open source repositories that complement your project, built with Codex an 0 Claude Code, Codex, OpenCode 3 510 tok
dylansantwani/openbrowser openbrowser.pulse-core.com Browser automation for AI agents - a Chrome extension plus a zero-dependency MCP server th 0 Claude Code, Codex, OpenCode 2 14,684 tok
Nagi-Inaba/pmgs-reference A versioned patent classification reference for accessing JPO PMGS data from Codex, Claude 0 Codex, OpenCode 1 1,441 tok
nympheon/grok-MCP An unofficial single-user Grok search MCP service deployed on Cloudflare Workers 0 Codex, OpenCode 1 2,486 tok