How real projects configure their agents

24,815 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
onceMisery/seahorse-agent Seahorse Agent is an engineering platform for enterprise knowledge, long-term memory, and 12 Claude Code, Codex 4 1,438 tok
chintan-diwakar/zentickr-yahoo-query-mcp MCP server exposing financial data using Yahoo Finance via yahooquery. Provides stock insi 12 Claude Code, Codex, OpenCode 2 300 tok
saketananddotme/ai-dev-toolkit A toolkit that makes developers’ lives easier with AI 12 Claude Code, Codex, OpenCode 2 582 tok
CarlosEGuerraSilva/AGENTS.md AGENTS.md template to improve response structure, reduce input and output tokens, correct 12 Codex, OpenCode 1 1,637 tok
angrysky56/advanced-reasoning-mcp Allows AI to perform advanced reasoning, store the reasoning automatically, and can create 12 Codex, OpenCode 1 1,470 tok
geekjourneyx/imgcli A pure Go, Agent-oriented image post-processing CLI. Designed for scripts, Workers, and au 12 Codex, OpenCode 1 583 tok
ngvoicu/specmint-core specmint.io Persistent, resumable specs for AI coding agents. Deep research, iterative interviews, pha 12 Claude Code, Codex, OpenCode 2 1,455 tok
MSiccDev/ai-context-kit AI Context Kit provides a structured, instruction-based framework for context-aware AI col 12 Codex, OpenCode 1 2,380 tok
yiwen65/SkillDock Local-first Git workspace and symlink installer for AI agent skills across Claude Code, 12 Codex, OpenCode 1 657 tok
ch1109/portable-agent-skills Three portable Agent Skills for research, repository deployment, and pre-install safety re 12 Codex, OpenCode 1 143 tok
barleviatias/toolkit-ai npmjs.com Package manager for AI coding assistants — manage skills, agents & MCPs across Claude Code 12 Claude Code, Codex, OpenCode 2 4,932 tok
ismaelkedir/knowit useknowit.dev Shared, structured memory for AI coding agents — MCP server + CLI. One memory layer for Cl 12 Claude Code, Codex, OpenCode 2 270 tok
sachinshelke/codevira sachinshelke.github.io Stop re-explaining your project to AI agents every session. One memory layer for Claude Co 12 Claude Code, Codex, Gemini CLI, OpenCode, Windsurf 11 7,837 tok
tygryso/hypotree pypi.org Memory that forgets: a persistent, self-revising belief-state MCP server and Python API fo 12 Claude Code, Codex, GitHub Copilot 2 1,749 tok
byh3071-cpu/vhk yohanstudio.co VHK — a Korean CLI that organizes AI coding sessions around goals, evidence, memory, and r 12 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 19 12,188 tok
wellknownmcp/cortex-gateway Federated MCP gateway: one OAuth 2.1-protected, spec-compliant MCP server in front of all 12 Codex, OpenCode 1 1,098 tok
whitebeardit/.cursor Cursor's config: skills, rules, subagents, commands 12 Codex, OpenCode 1 1,029 tok
naichilab/discord-bridge-server npmjs.com A relay server and skill for remotely controlling Claude Code / Codex CLI via Discord 12 Claude Code, Codex, OpenCode 2 245 tok
ivklgn/ai-kit Every day carry for AI agents 12 Claude Code, Codex, OpenCode 3 265 tok
sonomirco/agents-and-commands A curated list of agents, commands, and prompts for Claude Code and Codex. This compilatio 12 Claude Code, Codex, OpenCode 2 822 tok
ravikant1918/sharepoint-mcp Production-grade MCP Server for Microsoft SharePoint — give your AI agent (Claude, Cursor, 12 Claude Code, Codex 5 —
var-gg/pindoc Where agent work becomes lasting memory. The wiki you never type into. 12 Codex, OpenCode 1 352 tok
vre/flow-state Flow State - a Claude Plugin Marketplace 12 Claude Code, Codex, OpenCode 2 3,645 tok
knitli/codeweaver knitli.com Semantic code search for AI agents — 166+ languages, hybrid search, works offline 12 Claude Code, Codex, OpenCode 11 8,010 tok
lagz0ne/c3-skill C3 (Context-Container-Component) architecture design methodology plugin for Claude Code 12 Claude Code, Codex, OpenCode 3 2,400 tok
mikiships/agentmd pypi.org Generate high-quality AI agent context files (CLAUDE.md, AGENTS.md, .cursorrules, copilot- 12 Claude Code, Codex, Cursor, OpenCode 3 1,751 tok
FarzamMohammadi/the-engineer farzammohammadi.github.io The orchestration layer that turns Claude Code, OpenCode, and other AI coding CLIs into au 12 Codex, OpenCode 1 3,170 tok
parlance-labs/super-oracle A review council for coding agents. Claude and Codex GPT-6 Astra review independently, ref 12 Codex, OpenCode 1 1,822 tok
cass-2003/local-workflow-skill A local workflow orchestrator skill for routing project tasks, validation gates, authority 12 Claude Code, Codex, OpenCode 2 1,846 tok
reason-healthcare/rh-skills An agentic workflow toolset providing superpowers for healthcare informaticists 12 Claude Code, Codex, GitHub Copilot, OpenCode 22 1,206 tok
frankekn/george-hotz-skills Unofficial George Hotz–inspired radical-simplicity coding guidelines for AI agents — Claud 12 Claude Code, Codex, OpenCode 2 1,013 tok
Kazuki-tam/next-stage Next-Stage is a starter template with Next.js. 12 Claude Code, Codex, Gemini CLI, OpenCode 3 6,035 tok
samibs/skillfoundry skillfoundry.work AI engineering framework with quality gates, persistent memory, and multi-platform support 12 Claude Code, Codex, GitHub Copilot, OpenCode 8 9,508 tok
mutewinter/.dot 📑 My non-vim dot files. 12 Claude Code, Codex, OpenCode 3 508 tok
jstxn/rein REIN is a lightweight and hands-off harness for stricter, more explicit agentic coding wor 12 Claude Code, Codex, OpenCode 21 203 tok
specmatic/specmatic-mcp-server A Model Context Protocol (MCP) server that exposes Specmatic's contract testing capabiliti 12 Claude Code, Codex, OpenCode 4 3,625 tok
boar-network/blockchain-mcp Free blockchain MCP provided by Boar infrastructure - setup, guides and configuration 12 Claude Code, Codex, OpenCode 2 590 tok
kingdomseed/structured-workflow An MCP server that tries to force an AI agent to follow structured problem solving steps t 12 Codex, OpenCode 1 877 tok
Auriora/activitywatch-mcp 12 Codex, OpenCode 1 646 tok
G42-Careers/Agent-Jobs careers.g42.ai Official G42 recruitment hub for production-ready AI agents across Finance, Procurement, M 12 Codex, OpenCode 1 376 tok
SylphxAI/coderag sylphx.com Lightning-fast semantic code search with AST chunking (15+ languages) - Hybrid TF-IDF + Ve 12 Claude Code, Codex, OpenCode 10 392 tok
catoncat/workspace-agent-relay-mcp Local relay MCP and dashboard for ChatGPT Workspace Agent trigger callbacks — plan, progre 12 Codex, OpenCode 1 1,835 tok
rornic/zweig Throw ballast overboard! Claude Code and Codex skill to refine all forms of writing like S 12 Claude Code, Codex, OpenCode 2 595 tok
dotneet/agent-session-view A coding agent session viewer for browsing, viewing, and exporting conversation history fr 12 Claude Code, Codex, OpenCode 4 693 tok
reidemeister94/development-skills Makes Agents produce staff-engineer-quality code 12 Claude Code, Codex, OpenCode 3 572 tok
JinPLu/Teamwork [DEPRECATED] Deprecated; please use https://github.com/JinPLu/teamwork-simplify instead — 12 Claude Code, Codex, OpenCode 2 1,235 tok
mrstev3n/balise-skills Catalogue francophone de skills portables pour Claude Code, Codex, Cursor, le Figma Agent 12 Codex, OpenCode 1 188 tok
victorsodre/remotion-agent-catalog victorsodre.github.io Catalog of Remotion components, previews, integration guidance, and documented limitations 12 Codex, OpenCode 1 2,416 tok
FortiumPartners/ensemble Ensemble Plugin Ecosystem - Modular Claude Code plugins for AI-augmented development workf 12 Claude Code, Codex, OpenCode 5 5,880 tok
fending/context-engineering brianfending.com Context engineering patterns and templates for AI coding agents. CLAUDE.md / AGENTS.md exa 12 Claude Code, Codex, OpenCode 2 828 tok