How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
AgriciDaniel/local-competitor-map agricidaniel.github.io AI-powered local-competitor intelligence on a photorealistic Google 3D map. Ask in plain E 34 Codex, OpenCode 1 380 tok
X1AOX1A/ZoFiles Connect Claude to your Zotero library — Zotero plugin that mirrors collections as agent-re 34 Claude Code 1 2,420 tok
warpforgehq/warpforge warpforge.app Local-first desktop command center for Claude Code, Codex, OpenCode, and other coding agen 34 Claude Code, Codex, OpenCode 2 3,072 tok
moeru-ai/auv 📱🐭 No we are not computer use, it's Application Use Via... a unified orchestration layer 34 Claude Code, Codex, OpenCode 2 5,971 tok
zmylol/MiniClaude MiniClaude is a lightweight Claude Code-style terminal AI programming assistant supporting 34 Claude Code 1 1,336 tok
waylondev/kb-pilot A lightweight, Git-native knowledge base skill for AI Agents — no vector DB, no chunking, 34 Codex, OpenCode 1 1,802 tok
Walker152/navi_minco_bit 2026 latest developed navigation stack based on minco and super 34 Codex, OpenCode 1 5,879 tok
conorbronsdon/substack-mcp conorbronsdon.com MCP server for Substack: rich drafts, Notes, analytics, and consented subscriber managemen 34 Claude Code, Codex, OpenCode 2 925 tok
surendranb/writing-skills Procedural writing-style skills for AI agents: official frameworks (plain language, busine 34 Codex, OpenCode 1 513 tok
humaidhahm/opencode-pentester Full-spectrum security assessment tool for opencode — defensive code audit (17 vulnerabili 34 Claude Code, Codex, OpenCode 3 2,263 tok
awrshift/agent-memory-kit Built-in memory decides what to remember. This one asks. Agent memory as plain files in yo 34 Claude Code 1 594 tok
cyj0920/jlink_mcp A powerful Model Context Protocol (MCP) server for J-Link debuggers that provides comprehe 34 Codex, OpenCode 1 2,567 tok
jonapoul/aktual Unofficial client for Actual Budget - supporting Android and JVM desktop 34 Claude Code 10 1,905 tok
maxyeh0817/Forge Turn a single Claude Code CLI into a full AI development team — with PM, Architect, Fronte 34 Claude Code 17
whtoo/How_to_implment_PL_in_Antlr4 whtoo.github.io A concise tutorial on building a programming language, also serving as an unofficial ANTLR 34 Claude Code, Codex, OpenCode 11 4,269 tok
RuiRomano/powerbi-agentic-mcp-cloud-agent 34 Claude Code, Codex, GitHub Copilot 4 345 tok
jujunjun110/claude-looper A sample workflow for developing with Claude Code running in parallel loops 34 Claude Code 4 143 tok
xcota/pos Give Claude Code a persistent memory — it remembers you, your projects, and your decisions 33 Claude Code, Codex, OpenCode 21 1,615 tok
tristan-mcinnis/PPT-Translator-Formatting-Intact-with-LLMs A powerful PowerPoint translation tool that preserves all formatting while translating con 33 Claude Code 1
akiojin/unity-mcp-server [DEPRECATED] Unity MCP server — successor: akiojin/unity-cli 33 Claude Code, Codex, OpenCode 18 14,401 tok
algorand-devrel/algorand-agent-skills Canonical collection of Agent Skills for for AI-assisted development on Algorand 33 Codex, OpenCode 1 578 tok
xSAVIKx/okf-skills xsavikx.github.io Open Knowledge format agentic skills 33 Codex, OpenCode 1 3,959 tok
tomeraitz/claude-slack-bridge vibki.com MCP server that lets Claude Code pause mid-task and ask a human a question via Slack — the 33 Claude Code 1 501 tok
Zulut30/Wordpress-skills Professional Agent Skill for building, auditing, testing, and releasing modern WordPress p 33 Codex, OpenCode 1 638 tok
AppsVortex/arness arness.appsvortex.com Structured AI workflows for Claude Code — from first idea to production deploy. Three plug 33 Claude Code 1 3,527 tok
fluttersdk/wind fluttersdk.com Tailwind CSS for Flutter. Utility classes like flex, p-4 and dark:bg-gray-800 compose into 33 Claude Code, GitHub Copilot 10 10,977 tok
Nagarjuna2997/ios-agent-skill nagarjuna2997.github.io Swift source, Apple guides and MCP tools for AI coding agents. Review iOS code, scaffold a 33 Claude Code, Codex, Gemini CLI, OpenCode 7 2,475 tok
FlyFission/nuclear-grade-context-engineering AI agents now operate with authority. Authority without discipline is how complex systems 33 Codex, OpenCode 1 1,038 tok
codeaashu/claude-code-info claude-code-os.vercel.app Leaked Claude Code source tree, documented: every file under claude/src with generated sum 33 Claude Code, Codex, OpenCode 2 79 tok
itsmostafa/gskill 33 Claude Code 1 1,205 tok
blackblue-labs/skill2 Skills for your skills. Create, test, audit, package, and visualize Agent Skill libraries— 33 Codex, OpenCode 1 348 tok
dreamiurg/claude-mountaineering-skills Automates mountain route research for North American peaks. Aggregates data from 10+ mount 33 Claude Code, Codex, OpenCode 2 1,504 tok
ggwhite/4x ggwhite.github.io Agentic AI development loop that splits Design, Code, Review, and Test into isolated roles 33 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 8 2,160 tok
arcadeai-labs/mcpx A command-line interface for MCP servers. curl for MCP. 33 Claude Code 1 424 tok
tcmartin/gemmit gemmit.org GUI-based AI vibe coding for free with no vendor lock-in, mcp support, no need for api key 33 Gemini CLI 1 26 tok
thought2code/mcp-java-sdk-examples A collection of MCP server examples developed with Java SDKs 33 Codex, OpenCode 1 141 tok
abhishekbhakat/airflow-mcp-server pypi.org MCP Server for Apache Airflow 33 Codex, OpenCode 1 1,369 tok
machinesoul11/anti-sycophant-ai-agent-skills Skills that get AI assistants to stop agreeing with bad product ideas by default — pressur 33 Claude Code, Codex, OpenCode 4 1,152 tok
possible055/relace-mcp Unofficial Relace MCP client with AI features. Personal project; not affiliated with or en 33 GitHub Copilot 1 1,507 tok
mjun0812/python-project-template A simple modern Python project template with uv, Docker, Claude Code, Cursor, devcontainer 33 Claude Code, Codex, OpenCode 4 500 tok
PlateerLab/synaptic-memory pypi.org Knowledge graph + MCP tool server for LLM agents with hybrid retrieval, live DB sync, Kore 33 Claude Code 1 5,735 tok
oculus-samples/Unity-MetaXRAudioSDK This project contains Unity samples for Meta's Presence Platform Audio SDK. The Oculus SDK 33 Codex, GitHub Copilot, Gemini CLI, OpenCode 4 998 tok
nonatofabio/local_faiss_mcp Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search fo 33 Claude Code 1 1,676 tok
tosin2013/mcp-adr-analysis-server tosin2013.github.io Your ADRs are lying to you. MCP server with live drift detection, content safety, and deci 33 GitHub Copilot 1 2,852 tok
z0gSh1u/oh-my-writing-skill A content creation assistant built with Claude Agent Skills, supporting user requirement c 33 Claude Code 1 1,839 tok
userFRM/rpg-encoder npmjs.com MCP server that gives AI coding agents semantic understanding of any codebase. Search by i 33 Claude Code 6 807 tok
weAAAre/a11y-agents-kit Accessibility tools and agent skills for AI coding agents 33 Codex, OpenCode 1 1,531 tok
bikeread/promethos A skills-first framework for agent-system design, governance, evaluation, and evolution ac 33 Claude Code, Codex, Gemini CLI, OpenCode 3 1,474 tok
AIhubmix/skills-repo skills.aihubmix.com One registry, every agent. Browse and share skills across Claude Code, Cursor, Codex, and 33 Claude Code 1
tmchow/illo-characters Community character packs for the illo editorial-illustration agent skill 33 Claude Code, Codex, OpenCode 2 1,761 tok