How real projects configure their agents

23,733 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
ashaychangwani/imprint Record a browser workflow once, get a deterministic MCP tool your AI agent can call. Zero 24 Claude Code, Codex, OpenCode 12 2,888 tok
visnia-ai/browser-agent A powerful & efficient browser agent that automates any task on the web 24 Codex, OpenCode 1 529 tok
silvrblt/legal-case-research Research report on retrieving similar cases for specified case types | Comprehensive resea 24 Codex, OpenCode 1 1,908 tok
simple-agent-lab/AutoTrainess simpleagentlab.com Repo for "AutoTrainess: Teaching Language Models to Improve Language Models Autonomously" 24 Codex, OpenCode 1 1,265 tok
kikakkz/wait-agent Agent mux terminal. 24 Claude Code, Codex, OpenCode 8 2,945 tok
crewrig/crewrig crewrig.org A layered AI assistant configuration with shared skill sandbox and built-in harness engine 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 47 4,122 tok
JKorf/HyperLiquid.Net cryptoexchange.jkorf.dev C#/.NET client library for the HyperLiquid.com decentralized cryptocurrency exchange REST 24 Codex, GitHub Copilot, OpenCode 2 3,454 tok
Sunrisepeak/mbun Rewrite Bun in MC++ - Just for fun 24 Claude Code, Codex, OpenCode 7 112 tok
mohsenhariri/scorio mohsenhariri.github.io Bayes@N [ICLR'26], Ranking LLMs [ACL'26 Main]: Statistical evaluation, comparison, and ran 24 Claude Code, Codex, OpenCode 2 4,044 tok
h0rv/d2-mcp d2-mcp 24 Codex, OpenCode 1 723 tok
Proteusiq/unthinking proteusiq.github.io Unveiling Causal Reasoning in LLMs: Reality or Mirage? 24 Codex, OpenCode 1 7,300 tok
zhouwei713/WorkBuddy-Dream-Skin Community image-driven skin for Tencent WorkBuddy desktop. External CDP injection, fully r 24 Codex, OpenCode 1 826 tok
streamer45/streamkit streamkit.dev StreamKit is a self-hosted real-time media processing engine with pluggable node-based pip 24 Claude Code, Codex, OpenCode 15 3,799 tok
ZanebonoAlter/Syntopica Use AI to semantically categorize your RSS subscriptions, so you only need to follow the t 24 Claude Code, Codex, OpenCode 14 4,717 tok
wedsamuel1230/arduino-skills Arduino/embedded systems skills and maker tools. 24 Claude Code, Codex, Gemini CLI, OpenCode 6 342 tok
Dicklesworthstone/frankenfs Memory-safe Rust userspace filesystems via FUSE and offline-image tools: a mature ext4 + b 24 Codex, OpenCode 1 11,420 tok
rtb-1005/Course_Weight-Optimizer Northeastern University course selection weighting assistant 24 Codex, OpenCode 1 2,402 tok
hosanxiv/kiasumiles kiasumiles.space Kiasu Miles — A Singapore credit card rewards optimization MCP. Real-time card matching, m 24 Codex, OpenCode 1 284 tok
frankbria/codeframe codeframe.sh Your coding agent can’t quietly undo what you already decided. PROOF9(TM) records a bug as 24 Claude Code, Codex, OpenCode 3 9,640 tok
appautomaton/automaton appautomaton.com AI coding agent framework — portable, stage-gated harness for Claude Code, Codex, and Open 24 Claude Code, Codex, OpenCode 2 847 tok
lukacf/meerkat Meerkat - an operational agent platform. 24 Claude Code, Codex, OpenCode 18 24,718 tok
anivar/zod-skill skills.sh AI agent skill for Zod v4 — 27 rules: schema design, parsing, error handling, type inferen 24 Codex, OpenCode 1 14,918 tok
aws-samples/sample-drawio-mcp aws-samples.github.io 24 Codex, OpenCode 1 30 tok
nirholas/pumpfun-claims-bot nirholas.github.io PumpFun GitHub social fee claim monitor — real-time Telegram feed for first-time creator f 24 Claude Code, Codex, GitHub Copilot, OpenCode 3 621 tok
kunchenguid/programbench-bench 24 Claude Code, Codex, OpenCode 2 11,045 tok
likecoin/epub.ts likecoin.github.io A TypeScript fork of epubjs — parse and render EPUB documents in the browser. 24 Claude Code, Codex, GitHub Copilot, OpenCode 4 765 tok
osolmaz/slophammer (Work in progress) Boilerplate reference implementations and tooling for coding projects, 24 Codex, OpenCode 1 330 tok
skwashd/ccodolo Multi-Agent Coding Environment 24 Claude Code, Codex, OpenCode 2 3,367 tok
niyazmft/droid-ai-toolkit High-performance toolkit for running AI tools (OpenClaw, Pi Agent, n8n, Ollama, Hermes) na 24 Codex, OpenCode 1 10,920 tok
JoeChen2me/RK-MediaProject 24 Claude Code, Codex, OpenCode 2 650 tok
obetomuniz/web-ai-sdk web-ai-sdk.dev web-ai-sdk: TypeScript SDK for the Web AI surface (Prompt, Writer, Rewriter, Proofreader, 24 Codex, OpenCode 1 5 tok
Fail-Safe/Noema noemacortex.com The intentional memory layer for your AI agents. 24 Codex, OpenCode 1 928 tok
netresearch/docker-development-skill Agent Skill: Docker image development patterns - Dockerfile best practices, CI testing, co 24 Codex, OpenCode 1 1,338 tok
whyiyhw/seek seek.whyiyhw.com Not just an agent demo — a local coding-agent platform: plan mode, sub-agent teams, cron, 24 Claude Code, Codex, OpenCode 2 9,968 tok
samson-art/transcriptor-mcp transcriptor-mcp.org One MCP server that gives Claude, ChatGPT, Cursor and any other AI app transcripts, chapte 24 Claude Code, Codex, OpenCode 8 3,343 tok
Abel-ai-lab/predict-anything predict.abel.ai Quant AI and trading AI skills for quant agents and AI trading agents: causal market analy 24 Codex, OpenCode 1 310 tok
sandraschi/ocr-mcp FastMCP server providing advanced OCR capabilities with current state-of-the-art models (D 24 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 822 tok
zowe/zowe-mcp Zowe MCP Server 24 Claude Code, Codex, Cursor, OpenCode 2 41,239 tok
Soushi888/holochain-agent-skills soushi888.github.io Agent skills for Holochain hApp development on Holochain 0.7. Agent Skills Open Standard: 24 Claude Code, Codex, OpenCode 2 3,652 tok
lizhiyao/oh-my-knowledge oh-my-knowledge.pages.dev OMK helps people and agents build, maintain, and reuse valuable knowledge from real work a 24 Claude Code, Codex, OpenCode 3 3,544 tok
MohamedAbdallah-14/prompt-to-asset npmjs.com MCP server + CLI for production-grade software assets (logos, app icons, favicons, OG, ill 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 17 20,707 tok
XCode-NLP/KodaSkills kodacode.ru Skills for KodaCode. 24 Codex, OpenCode 1 3 tok
nexus-substrate/nexus-agents nexus-substrate.github.io Governance substrate for your AI coding agents — adversarial review, drift-detected rules, 24 Claude Code, Codex, Gemini CLI, OpenCode 7 32,193 tok
danishashko/yahoo-finance-mcp npmjs.com Free Yahoo Finance MCP server, no API key. 18 tools: stock quotes, historical prices, fina 24 Codex, OpenCode 1 967 tok
Kashkovsky/threadnote threadnote.io Local-first engineering memory and large-scale polyglot graph search for Codex, Claude, Cu 24 Codex, Cursor, OpenCode 5 1,898 tok
EodHistoricalData/EODHD-MCP-Server EODHD MCP Server for AI assistants 24 Claude Code, Codex, OpenCode 2 2,817 tok
mayflower/contextmine Documentation & Code Indexing with MCP - Open-source Context7 alternative 24 Claude Code, Codex, OpenCode 3 3,649 tok
robhunter/agentdeals agentdeals.dev Catalogue of developer infrastructure free tiers, startup credits and pricing, with side-b 24 Codex, OpenCode 1 2,879 tok
opennote-org/opennote An AI native notebook app built with pure Rust and GPUI 24 Codex, OpenCode 1 128 tok
ckorhonen/claude-skills cdd.dev A curated collection of skills for Claude Code and Codex — specialized capabilities across 24 Claude Code, Codex, OpenCode 2 801 tok