How real projects configure their agents

23,157 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
beixiyo/vsc-lsp-mcp Expose VS Code language intelligence to AI agents via MCP, with automatic routing across m 40 Codex, OpenCode 1 1,652 tok
alexk-dev/golemcore-bot golemcore.me Agent Platform for AI-Native Companies 40 Claude Code, Codex, OpenCode 2 3,732 tok
HaseebKhalid1507/SynapsCLI A terminal-native AI agent runtime built in Rust. Interactive chat, parallel agent orchest 40 Codex, OpenCode 1 12,858 tok
mpazik/Binder binder.do Headless knowledge base with bidirectional Markdown sync 40 Codex, OpenCode 1 655 tok
hoangnb24/better-agents-md 40 Codex, OpenCode 1 2,824 tok
adonyssantos/dotsync ⚙️ Sync your git & shell dotfiles across machines with a Git repo + symlinks. Zero depende 40 Codex, OpenCode 1 772 tok
Degenapetrader/EVClaw OpenClaw AI Trading Agent, based on EVPlus.AI data. 40 Codex, OpenCode 1 1,755 tok
kevbite/CompaniesHouse.NET A simple .NET client wrapper for CompaniesHouse API 40 Codex, OpenCode 1 1,930 tok
piebro/openstreetmap-statistics piebro.github.io Monthly updated interactive statistics about OpenStreetMap. 40 Codex, OpenCode 1 5,736 tok
arturseo-geo/llm-knowledge-base thegeolab.net A schema standard for LLM-compiled personal knowledge bases. AGENTS.md spec, templates, wo 40 Codex, OpenCode 1 3,028 tok
benadrasni/abherbs_flutter 40 Codex, OpenCode 1 1,310 tok
SiyaoZheng/GEZHI siyaozheng.org GEZHI (格致): a scholar-centered agent architecture for traceable, reviewable, and verifiabl 40 Codex 1
Rai220/anima_sdk Minimal runtime for long-running autonomous agent experiments 40 Codex, OpenCode 1 1,334 tok
paidinesh7/onepager Two-stage financial analysis workflow — executive briefing first, detailed deep dive on re 40 Claude Code, Codex, OpenCode 2 27,062 tok
marcfargas/odoo-toolbox marcfargas.com TypeScript SDK for Odoo; CLI; Skill modules and MCP server for AI agents. CI-tested agains 40 Claude Code, Codex, OpenCode 2 1,968 tok
KasarLabs/cairo-coder cairo-coder.com Vibe. Prove. Verify. 40 Claude Code, Codex, OpenCode 4 1,560 tok
bdouble/pm-vibecode-ops An agentic, AI-powered workflow for Product Managers and other non-engineers to build bett 40 Codex, OpenCode 1 4,809 tok
Doulor/Clawd-Companion Claude Code desktop pet companion — a transparent desktop pet window that displays Claude 40 Claude Code, Codex, OpenCode 2 2,666 tok
Senuto/nodeshub-seo-skills 40 Claude Code, Codex, OpenCode 21 3,027 tok
pavelzw/pixi-skills Manage coding agent skills using pixi 40 Codex, OpenCode 1 85 tok
hodgesmr/agent-fecfile A Claude Code plugin + Agent Skill + MCP Server for analyzing Federal Election Commission 40 Claude Code, Codex, OpenCode 2 1,308 tok
koki-develop/mmcp npmjs.com 🛠️ Manage your MCP (Model Context Protocol) server definitions in one place and apply the 40 Claude Code, Codex, OpenCode 2 995 tok
eqtylab/real-a2a p2p is all you need 40 Codex 1
Kewton/CommandMate kewton.github.io Issue-driven AI development IDE for Claude Code and Codex CLI. Run multiple issues in para 40 Claude Code, Codex, OpenCode 46 6,177 tok
kargnas/vscode-ext-tmux-worktree Let's work on 5 projects in parallels 40 Claude Code, Codex, OpenCode 2 4,025 tok
honeydew-ai/honeydew-ai-coding-agents-plugins honeydew.ai Honeydew AI plugins for coding agents (Claude Code, Codex, Cursor, Github Copilot, Gemini, 40 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,103 tok
whinc/super-skills Gives AI coding agents expert knowledge in specific technical domains. 40 Codex, OpenCode 1 205 tok
yusong652/flac-mcp pypi.org MCP server connecting AI agents to ITASCA FLAC — run continuum simulations through natural 40 Claude Code, Codex, Gemini CLI, OpenCode 3 3,549 tok
Exadra37/ai-intent-driven-development AI Intent Driven Development (IDD) guidelines and instructions for AI Coding Agents, AI Co 40 Codex, OpenCode 1 1,959 tok
permacommons/chabeau OpenAI-API compatible terminal chatbot and MCP client in Rust 40 Codex, OpenCode 1 506 tok
rretsiem/opencode-hive opencode.ai Multi-agent architecture for Opencode — cost-optimized model routing, parallel specialist 40 Codex, OpenCode 1 1,233 tok
RajjjAryan/career-copilot AI-powered job search pipeline for AI coding agents 40 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 465 tok
yeet-src/agent-lock Confine an AI coding agent to one directory with a BPF-LSM program, and watch every escape 40 Codex, OpenCode 1 7,310 tok
theam/limina Autonomous research harness for AI agents. Give it a measurable goal — it hypothesizes, ex 40 Claude Code, Codex, OpenCode 7 2,170 tok
jayminwest/canopy Git-native prompt management for AI agent workflows 40 Claude Code, Codex, OpenCode 7 5,734 tok
Patrick-Healy/tikz-diagrams-skill 40 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 589 tok
TheMattBerman/landing-page-factory Strategy-first landing page generation kit for Claude Cowork & OpenClaw. Extract, route, w 40 Codex, OpenCode 1 1,233 tok
demml/opsml docs.demml.io AI lifecycle platform for classical ML and agentic systems. Versioned, encrypted registrie 40 Claude Code, Codex, OpenCode 5 6,068 tok
laststance/skills-desktop skills-desktop.vercel.app Visualize installed Skills and symlink status across AI agents 40 Claude Code, Codex, OpenCode 3 2,187 tok
dmmulroy/opensrc-mcp MCP server for fetching and querying dependency source code 40 Codex, OpenCode 1 907 tok
DezXBT/AgentX Agent-first X/Twitter client in Go — JSON envelope per command, multi-account, cookie-safe 40 Codex, OpenCode 1 760 tok
evanlong-me/nvidia-anthropic-proxy A Cloudflare Worker proxy that enables Claude Code to use NVIDIA NIM API models 40 Codex, OpenCode 1 284 tok
songyang0603/ds-spec-loop Portable Agent Skill for repository-native Spec programming, informed by public DeepSeek H 40 Codex, OpenCode 1 281 tok
frankxai/claude-skills-library frankx.ai Professional-grade skills for Claude Code & Claude AI - Transform Claude into a domain exp 40 Codex, OpenCode 1 392 tok
basher83/Zammad-MCP A Model Context Protocol (MCP) server for Zammad integration, enabling AI assistants to in 40 Claude Code, Codex, OpenCode 11 5,269 tok
buriedsignals/spotlight spotlight.buriedsignals.com OSINT investigation orchestrator for journalists — structured briefs, methodology approval 40 Codex, OpenCode 1 5,045 tok
bparlan/omp-agent OhMyPi (OMP) Agent Framework Spec-Driven Development infrastructure for Oh My Pi. Skills t 40 Codex, OpenCode 1 1,551 tok
NikiforovAll/pi-inspect nikiforovall.blog Introspection dashboard for the pi coding agent — tools, prompts, skills, and the system p 40 Claude Code, Codex, OpenCode 2 196 tok
getsentry/plausible-mcp MCP server for Plausible Analytics — query traffic, conversions, and compare periods from 40 Claude Code, Codex, OpenCode 2 268 tok
Abhigyan-Shekhar/Waggle-mcp pypi.org MCP server for external memory layer for AI agents + more . Download from pypi , and get s 40 Codex, OpenCode 1 242 tok