How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
bimwright/dwg-mcp MCP gateway for AutoCAD 2022-2027 - text reading, spatial clustering, translation rewritin 27 Codex, OpenCode 1 1,641 tok
tandryukha/aidemo aidemo.top Your coding agent makes the demo video — a narrated, captioned MP4 from one storyboard.jso 27 Claude Code, Codex, OpenCode 10 3,363 tok
dyeoman2/tanstack-start-template tanstack-start-convex.netlify.app TanStack Start template with Convex real-time DB, BetterAuth, Tailwind, ShadcnUI, AI playg 27 Claude Code, Codex, OpenCode 2 2,689 tok
yungwood/ical-filter-proxy yungwood.github.io iCal proxy with support for user-defined filtering rules 27 Codex, OpenCode 1 523 tok
icyleaf/dotfiles icyleaf's dotfiles apply for macOS (includes macos tricks) and Linux 27 Codex, OpenCode 1 170 tok
tonkeeper/ios 27 Claude Code, Codex, OpenCode 2 4,448 tok
thepartly/pgroles thepartly.github.io Declarative PostgreSQL role graph manager. Define roles, memberships, object privileges, a 27 Codex, OpenCode 1 3,123 tok
surrealdb/surrealfs Virtual file system for AI agents built on SurrealDB 27 Claude Code, Codex, OpenCode 8 7,724 tok
vincentlaucsb/svg vincentlaucsb.github.io A simple header-only library for generating SVG files from C++ 27 Codex, OpenCode 1 95 tok
QuantClimate/Impulso impulso.quantclimate.com Bayesian VAR and SVAR models in Python. 27 Claude Code, Codex, OpenCode 6 2,668 tok
edochi/mdvs edochi.github.io Schema inference, frontmatter validation, and semantic search for markdown directories 27 Claude Code, Codex, OpenCode 22 1,642 tok
textura-agency/ai-design-vault 27 Claude Code, Codex, Cursor, OpenCode 34 1,571 tok
cardstack/boxel A new approach to building composable software, from Cardstack. 27 Claude Code, Codex, OpenCode 69 8,246 tok
am385/Lineup An app for interacting with your Network TV Tuner, generating XMLTV guides, watching your 27 Codex, GitHub Copilot, OpenCode 2 795 tok
Cyrax321/CONTINUUM continuum-nu-six.vercel.app CONTINUUM: Verifiable semantic recovery for long-running AI agents. Semantic checkpoints ( 26 Codex, OpenCode 1 558 tok
hackafterdark/context-sherpa Context Sherpa MCP server provides code mapping, deterministic feedback loops, and tiered 26 Claude Code, Codex, OpenCode 3 2,907 tok
joehaddad2000/claude-todo-emulator This is an MCP server that emulates Claude Code's task management system, providing persis 26 Claude Code, Codex, OpenCode 2 1,441 tok
InDreamer/telegram-codex-bridge Control Codex from Telegram — project-aware sessions, runtime cards, approval flows, and o 26 Codex, OpenCode 1 2,218 tok
phisanti/MCPR phisanti.github.io MCPR enables AI agents to participate in interactive R sessions for professional analysis 26 Claude Code, Codex, OpenCode 2 3,219 tok
nvandessel/floop Spreading activation memory for AI coding agents - corrections in, context-aware behaviors 26 Claude Code, Codex, OpenCode 3 3,488 tok
habedi/omni-lpr A multi-interface (REST and MCP) server for automatic license plate recognition 🚗 26 Codex, OpenCode 1 1,309 tok
oozoofrog/mcp-baepsae MCP server with direct iOS simulator implementation 26 Claude Code, Codex, OpenCode 8 2,280 tok
james2doyle/godot-docs-mcp godot-docs-mcp.j2d.workers.dev A hosted MCP for searching and fetching the Godot docs 26 Codex, OpenCode 1 1,813 tok
universal-mcp/universal-mcp Universal MCP acts as a middle ware for your API applications. It can store your credentia 26 Claude Code, Codex, Gemini CLI, OpenCode 3 683 tok
withLinda/puppeteer-real-browser-mcp-server Provides AI assistants with powerful, detection-resistant browser automation capabilities 26 Claude Code, Codex, OpenCode 2 10,848 tok
hairyf/skills Hairy's curated collection of agent skills. 26 Codex, OpenCode 1 2,469 tok
sgroy10/speclock sgroy10.github.io Action guardrails for AI coding agents — native Claude Code enforcement, MCP integrations, 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,035 tok
MachineWisdomAI/fava-trails fava-trails.org 🫛👣 FAVA Trails — Git-native, curated memory for AI agents via MCP. Draft isolation, prom 26 Claude Code, Codex, OpenCode 2 4,669 tok
vlad-ryzhkov/AI-QA-workshop-feb19 youtu.be AI prompts, agents, and anti-patterns for QA — from specification audits to API test gener 26 Claude Code, Codex, GitHub Copilot, OpenCode 21 2,657 tok
transcendr/pi-goals withbryan.work Persistent goal tracking for Pi with durable objectives, goal queues, budgets, reusable pr 26 Codex, OpenCode 1 1,191 tok
allsmog/vuln-scout AI-powered whitebox penetration testing plugin for Claude Code. 9 languages, 22 skills, 7 26 Claude Code, Codex, OpenCode 2 1,307 tok
abdulrbasit/job-hunter Automate your job search — find listings, score fit, tailor your resume, and draft cover l 26 Claude Code, Codex, Gemini CLI, OpenCode 8 1,105 tok
0xMaxMa/claude-gateway 0xmaxma.github.io Turn Claude Code into a voice-enabled, multi-channel assistant that runs tasks in parallel 26 Codex, OpenCode 1 474 tok
GTMify/aigtm AI agent skills for go-to-market and revenue teams — meeting prep, deal strategy, pipeline 26 Claude Code, Codex, OpenCode 2 1,193 tok
Blazity/atlas blazity.com Framework-agnostic AI documentation scaffold — one command gives any repo the shared instr 26 Claude Code, Codex, OpenCode 2 406 tok
dabit3/cloud-stacked-diffs Agent skill that turns big tasks into a reviewable stack of draft PRs. Works with Devin, C 26 Claude Code, Codex 1 —
nirholas/openbare openbare.xyz Decentralized web proxy network designed for censorship resistance, high availability. Dep 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 854 tok
punt-labs/prfaq Amazon Working Backwards PR/FAQ process — generate well-grounded professional documents fo 26 Claude Code, Codex, OpenCode 3 5,709 tok
nirholas/plugin.delivery plugin.delivery AI plugin marketplace. SDK, gateway & developer tools for building function-calling plugin 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 806 tok
nirholas/Binance-US-MCP A Model Context Protocol (MCP) server for Binance.US API. Provides standardized access to 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 861 tok
nirholas/x402-deploy x402-deploy.modelcontextprotocol.name Turn any API or MCP server into a paid service with x402 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 652 tok
RajX-dev/N3MO n3mo.shop A high-performance code intelligence engine that transforms repositories into queryable sy 26 Claude Code, Codex 1 —
Amsterdam/amsterdam-agent-skills 26 Codex, OpenCode 1 1,097 tok
J-StaR-Films-Studios/VibeCode-Protocol-Suite A comprehensive suite of protocols, meta-prompts, and orchestration tools designed to stre 26 Codex, OpenCode 1 745 tok
kkd927/kmux Terminal workspace for running parallel AI coding agents (Claude Code, Codex CLI, Antigrav 26 Codex, OpenCode 1 324 tok
huanyingtianhe/agents-chat wljytt.japaneast.cloudapp.azure.com An open-source AI agent platform for orchestrating, and collaborating with multiple AI age 26 Claude Code, Codex, GitHub Copilot 5 1,522 tok
Huskyauto/VisionClaw-Agent-Public-Release agenticcorporation.net Open-source multi-tenant AI agent workspace · 18 personas · 146 active capabilities · 889 26 Codex, OpenCode 1 3,062 tok
jyjeanne/crustly crates.io A blazingly fast, privacy first (work with local LLMs), memory-efficient terminal-based AI 26 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,137 tok
swm-gpu/swm swmgpu.com One CLI to search, provision, and manage cloud GPUs across 10 providers 26 Claude Code, Codex 1 —
metalagman/agent-skills Agent Skills. A collection of specialized expertise, workflows, and resources for LLM agen 26 Codex, OpenCode 1 441 tok