How real projects configure their agents

23,196 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
alexastrum/skl A lightweight, single-binary Agent Skills CLI manager written in Go 11 Codex, OpenCode 1 1,052 tok
devnullvoid/mcp-ssh-session MCP server for persistent SSH sessions 11 Codex, OpenCode 1 2,939 tok
fraylabs/possible possible.sh Open-source Outcome Packs that turn rough ideas into coordinated, independently verified o 11 Codex, OpenCode 1 225 tok
DefaultPerson/agent-setup Universal setup for Claude Code & Codex CLI — security guard, TTS notifications, status li 11 Claude Code, Codex, OpenCode 2 3,369 tok
carloluisito/mindkeg-mcp A persistent memory MCP server for AI coding agents — stores, searches, and retrieves atom 11 Claude Code, Codex, OpenCode 3 11,155 tok
CyannSHI/ai-interview-kit Engineer user-research methodologies into AI prompts — professional-grade phone interviews 11 Claude Code, Codex, GitHub Copilot, OpenCode 3 911 tok
ashp15205/vibe-coding-essentials The workflow framework for AI-assisted development. Four operating modes, 25 golden rules, 11 Codex, OpenCode 1 1,394 tok
kks0488/vibe-codex Evidence-first workflow skills and durable coordination utilities for Codex CLI. 11 Codex, OpenCode 1 454 tok
hburaktasyurek/karpathy-interaction-guidelines Behavioral guidelines for LLM tools (AGENTS.md). Installer wires Claude Code, Codex, OpenC 11 Claude Code, Codex, OpenCode 2 1,281 tok
MustafaKadhim/Coding-Agent-Guidelines-Radiotherapy This is my personal coding guidelines optimized for radiotherapy research and inspired by 11 Claude Code, Codex, OpenCode 2 4,472 tok
tykisgod/quick-question The control plane for game-dev agents — close the loop with verified compile, test, and cr 11 Claude Code, Codex, OpenCode 4 3,605 tok
cyb213/Lab-Zero nikoloz.limon10.com A clone-and-go workspace that gives your AI coding agent a memory — semantic recall, built 11 Claude Code, Codex, OpenCode 16 1,498 tok
tickets-forge-dev/loop-lang loopflow.live An open, natural-language DSL for self-correcting AI coding loops — say what an AI coding 11 Claude Code, Codex, OpenCode 5 5,516 tok
tenondecrpc/cc-statusline Claude Statusline: a lightweight Bash + jq statusline for Claude Code with model, context, 11 Claude Code, Codex, OpenCode 2 2,734 tok
Dallionking/agent-goal-skill Claude Code skill that shapes rough goal descriptions into polished /goal prompts for Code 11 Codex, OpenCode 1 857 tok
d13/vscode-web-components-ai marketplace.visualstudio.com Supercharge your AI coding assistants with web component information from your workspace a 11 Codex, OpenCode 1 1,377 tok
sixteen-dev/obai openbell.ai OBaI is an open-source multi-agent platform for stock research, strategy backtesting, an 11 Claude Code, Codex 3 1,584 tok
AnayDhawan/oss-launch Skill letting Agents scan a repo, ask what it cannot infer, then generate a complete open 11 Codex, OpenCode 1 1,868 tok
bostonaholic/team team.bostonaholic.dev Orchestrates specialized agents to autonomously implement entire features end-to-end 11 Claude Code, Codex, OpenCode 5 4,478 tok
IdraDev/Diagrammer 📐 A minimal viewer for LLM-authored diagrams. Local-first, schema-driven, no account, no 11 Claude Code, Codex, OpenCode 2 573 tok
schemacrawler/SchemaCrawler-AI Free database schema discovery and comprehension tool 11 Codex, GitHub Copilot, OpenCode 2 1,257 tok
tse-wei-chen/hs-sql-agent sql-agent.net .NET SQL Agent MCP server featuring raw SQL input, strict AST validation, and an embedded 11 Codex, OpenCode 1 855 tok
joe-broadhead/open-cowork joe-broadhead.github.io Open Cowork is a desktop, cloud and gateway workspace for OpenCode. 11 Codex, OpenCode 1 1,466 tok
docxology/codomyrmex doi.org Modular Python 3.11+ coding and agent platform — 130 modules spanning LLM agents (13+ prov 11 Claude Code, Codex, Cursor, OpenCode 20 12,500 tok
kurone-kito/idd-skill 🤖 An automated setup kit for implementing loop engineering based on issue-driven developm 11 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 23 105,791 tok
r3-yamauchi/kintone-mcp-server r3it.com MCP server sample for kintone (Unofficial) https://www.r3it.com/blog/kintone-mcp-server-20 11 Claude Code, Codex, OpenCode 2 13,084 tok
asimons81/wp-chatgpt-publisher Finally, a way to let ChatGPT touch your WordPress site that doesn't involve handing over 11 Codex, OpenCode 1 370 tok
agno-agi/context agno.com A self-hosted context manager. @context organizes your work into a private CRM and knowled 11 Claude Code, Codex, OpenCode 7 10,801 tok
madeindigio/remembrances-mcp madeindigio.github.io A multimodal memory MCP server for made that your AI assistant learn from you and itself. 11 Claude Code, Codex, GitHub Copilot, OpenCode 4 675 tok
jeonghwanko/onesub npmjs.com Server-side receipt validation for react-native-iap. Apple StoreKit 2 + Google Play Billin 11 Claude Code, Codex, OpenCode 3 7,623 tok
Be1zebub/PerfGraph npmjs.com CDP-powered perf CLI: goes beyond Lighthouse scores, builds causal degradation graphs. Tel 11 Codex, OpenCode 1 915 tok
Dexter-DAO/dexter-mcp Source for the hosted Dexter and OpenDexter MCP runtimes, including OAuth-bound Wallet, x4 11 Claude Code, Codex, OpenCode 2 1,803 tok
gael55x/Grape npmjs.com Better context transport for AI coding agents. 11 Codex, OpenCode 1 2,431 tok
elbruno/ElBruno.MempalaceNet MemPalace.NET — local-first AI memory in .NET (port of MemPalace) 11 Claude Code, Codex, GitHub Copilot 5 2,605 tok
ConflictHQ/navegador navegador.dev AST + knowledge graph context engine for AI coding agents 11 Claude Code, Codex, OpenCode 2 1,081 tok
NERVsystems/cotlib cotlib is a secure, high-performance Go library for parsing, validating, and generating Cu 11 Claude Code, Codex, OpenCode 2 1,170 tok
marzukia/charted charted.mrzk.io Zero-dependency Python SVG chart generator. Generate beautiful, customisable charts in SVG 11 Codex, OpenCode 1 2,996 tok
trakli/webservice trakli.app AI-native and modern personal income tracking. 11 Codex, OpenCode 1 1,808 tok
juanibiapina/mcpli A command-line interface for interacting with MCP (Model Context Protocol) servers 11 Codex, OpenCode 1 55 tok
pr1m8/haive-mcp pypi.org Dynamic MCP integration for AI agents — search 1,960+ servers, install with HITL approval 11 Claude Code, Codex, OpenCode 2 3,311 tok
sh1nj1/plan42 collavre.com Workspace for humans and AI agents. Every block is a doc, a task, a discussion, and agent 11 Codex, OpenCode 1 549 tok
OATH-md/OathMCP mcp.oath.md Agent-native MCP server for evidence-backed clinical calculators. 11 Codex, OpenCode 2 1,920 tok
termlnk/termlnk termlnk.com Termlnk is a modern terminal reimagined with AI agents, SSH workflows, and a rich extensio 11 Codex, OpenCode 1 4,818 tok
qurtai/qurt qurt.ai Your AI coworker powered by every model 11 Codex, OpenCode 1 476 tok
SchmiedmayerLab/heartwood schmiedmayerlab.github.io Compliance-first coding harness for working with sensitive biomedical research data. 11 Claude Code, Codex, OpenCode 2 2,182 tok
edgestorage/web-cap Web-Capability: Script-first web capabilities for AI agents. Run in-page scripts, save wo 11 Codex, OpenCode 1 414 tok
sane-apps/SaneProcess saneapps.com Workflow guardrails for coding agents and LLM-assisted development: AGENTS.md, native hook 11 Claude Code, Codex, GitHub Copilot, OpenCode 9 4,998 tok
Syphon1205/Modesto Modesto 1.0.0 Aloha — Alpha Release Candidate. Chat + Work for Codex, Claude, Cursor, Gemi 11 Claude Code, Codex, OpenCode 2 4,450 tok
Shangri-la-0428/oasyce_psyche psyche.oasyce.com AI-first subjectivity kernel for agents — persistent emotional state, relation dynamics, a 11 Claude Code, Codex, OpenCode 2 2,091 tok
standardbeagle/mcp-tui standardbeagle.github.io Fast terminal UI and CLI for testing, debugging, and automating Model Context Protocol (MC 11 Claude Code, Codex, OpenCode 2 2,034 tok