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
exasol-labs/exasol-agent-skills Exasol skills for AI agents. Optimized for Claude Code and OpenAI Codex 🤖 10 Claude Code, Codex, OpenCode 2 4,270 tok
rube-de/cc-skills A curated collection of Claude Code plugins: multi-agent dev team, AI council code reviews 10 Claude Code, Codex, OpenCode 2 1,370 tok
bdmorin/the-no-shop Ixian technology for Claude Code. Invisible marketplace where you get tech that probably b 10 Claude Code, Codex, OpenCode 2 1,547 tok
muzafferkadir/nextjs-loop-engineering-starter A Next.js starter showing how to run Claude Code / Codex in safe, verified loops — plan → 10 Claude Code, Codex, OpenCode 4 1,479 tok
goondocks-co/open-agent-kit openagentkit.app | Maintenance Mode | OAK automatically captures the plans, decisions, and trade-offs that 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 23 3,455 tok
sheppoko/kawaii-terminal kawaii-terminal.dev The terminal for Claude Code & Codex 10 Codex, OpenCode 1 45 tok
mantacron/manta mantacron.github.io 20 AI agents in your git workflow. Secrets, injection flaws and unsafe migrations are bloc 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 5,371 tok
haroontrailblazer/EduOrchestrate eolearn.vercel.app Turn any AI coding agent into a daily learning command center — adaptive role plans, sourc 10 Claude Code, Codex, Gemini CLI, OpenCode 10 1,081 tok
crypdick/pynchy pynchy.ricardodecal.com OpenClaw alternative with strict container isolation for security measures. Connects to Wh 10 Claude Code, Codex, OpenCode 4 1,021 tok
ChainAware/behavioral-prediction-mcp chainaware.ai AI-powered tools to analyze wallet behaviour prediction,fraud detection and rug pull predi 10 Claude Code, Codex, OpenCode 2 13,695 tok
teehooai/spidershield spidershield.dev Scan, rate, and harden MCP servers for AI agent safety 10 Claude Code, Codex, OpenCode 2 2,869 tok
inetgas/arch-compiler An architecture-level AI harness that compiles constraints and NFRs into explicit, reviewa 10 Claude Code, Codex, OpenCode 2 1,375 tok
kunbo928/kflow kunbo928.github.io Platform-neutral engineering Skills and deterministic tooling for AI coding agents. 10 Claude Code, Codex, OpenCode 2 874 tok
segentic-lab/periscope-mcp lab.segentic.dev Web-app QA, testing & analysis for AI agents — 74 Playwright tools: authenticated flows (2 10 Claude Code, Codex, OpenCode 2 8,976 tok
AlanOgic/mcp-odoo-adv Enhanced Odoo MCP server (STDIO, SSE, Streamable HTTP) 10 Claude Code, Codex, OpenCode 10 4,934 tok
reshaprio/reshapr.io reshapr.io reShapr website and documentation: turn your APIs AI-Native, without rebuilding them 10 Codex, OpenCode 1 666 tok
aryankeluskar/polymarket-mcp smithery.ai MCP Server for Polymarket API. #6 most used MCP on Smithey leaderboards. 50.4k users in Ma 10 Codex, OpenCode 1 3,841 tok
Knuckles-Team/gitlab-api GitLab MCP Server and Python API Wrapper 10 Claude Code, Codex, OpenCode 2 3,937 tok
gitcoder89431/tuitube ruixen.app YouTube catalog TUI — browse curated channels, stream via mpv, download on demand. 10 Codex, OpenCode 1 1,807 tok
modeldriveprotocol/modeldriveprotocol modeldriveprotocol.github.io Model Drive Protocol (MDP): MDP turns runtime-local capabilities into MCP-reachable capabi 10 Codex, OpenCode 1 625 tok
Scaffoldic/agentforge-py pypi.org Production-grade, contracts-first framework for AI agents in Python — vendor-neutral, audi 10 Codex, OpenCode 1 2,434 tok
DesignPipe/exfig designpipe.github.io ExFig — fast design-to-code CLI for Figma & Penpot with parallel exports, batch processing 10 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 34 2,210 tok
MCPWorks-Technologies-Inc/mcpworks-api mcpworks.io Open-source platform for token-efficient AI agents. Self-host with docker compose up. 10 Claude Code, Codex, OpenCode 12 4,187 tok
onEnterFrame/lobsterroll lobsterroll.chat 🦞 Agent-native messaging — where AI agents and humans are equal participants. Open source 10 Claude Code, Codex, OpenCode 2 3,245 tok
microsoft/Build26-BRK242-turn-your-agents-into-action-connect-tools-apis-and-documents build.microsoft.com Resources for connecting agents to the right tools, APIs, and documents with context-aware 10 Codex, GitHub Copilot, OpenCode 2 752 tok
yujiachen-y/agent-bundle agent-bundle.com Bundle agent skills into a single deployable agent — sandboxed execution, token-scoped dat 10 Claude Code, Codex, OpenCode 2 1,101 tok
alexylon/sofos-code Terminal-based AI coding assistant with Claude/OpenAI support, secure local tools, web sea 10 Claude Code, Codex, OpenCode 2 4,931 tok
yllibed/repl repl.yllibed.org One .NET command graph. CLI, REPL, remote sessions, MCP. 10 Codex, OpenCode 1 74 tok
C4AL/CodexCliPlus All-in-one Codex CLI manager for Windows based on CLIProxyAPI 10 Codex, OpenCode 1 172 tok
projectbluefin/website projectbluefin.io Website 10 Codex, OpenCode 1 3,332 tok
milisp/codexsm Manage codex cli session base on project, Tauri app, view, rename, delete, resume session 10 Codex, OpenCode 1 88 tok
OtterlySpaceLabs/speekify otterlyspacelabs.github.io Speekify turns CLI text, stdin, local .txt/.md/.pdf files and YouTube video transcripts or 10 Codex, OpenCode 1 218 tok
nobrainer-tech/langflow-mcp nobrainer.tech MCP server for Langflow — gives AI assistants full access to Langflow workflow automation 10 Claude Code, Codex, OpenCode 14 1,990 tok
codingwithriha/ai-email-agent ai-email-agent-blue.vercel.app MailMind AI is a modern AI powered email generation platform built with Next.js 16, TypeSc 10 Claude Code, Codex, OpenCode 2 79 tok
theSharque/mcp-jperf Java profiler and perfomance tool MCP 10 Codex, OpenCode 1 632 tok
xavyo/xavyo xavyo.net The Identity Platform for the AI Agent Era. Secure humans, machines, and AI agents with a 10 Claude Code, Codex, OpenCode 3 2,582 tok
pmbstyle/Octopal octopal.ca A local AI agent platform for people who want broad, real-world automation with a design t 10 Codex, OpenCode 1 2,634 tok
jperrello/Saturn jperrello.github.io AI endpoints discoverable on local networks. 10 Codex, OpenCode 1 350 tok
xhwSkhizein/agiwo docs.agiwo.o-ai.tech Open-source streaming-first Python AI agent framework and console for building, orchestrat 10 Codex, OpenCode 1 6,762 tok
emrecanozturk/intentflow-ios Workflow-first, AI-ready iOS architecture with typed effects, manifests, SwiftUI/UIKit exa 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,359 tok
rsoutar/claw-screener Stock screener using technical and fundamental analysis. Finding oversold stocks, screenin 10 Codex, OpenCode 1 517 tok
bitcoinalexis/Lotokens-Skill-Claude-Code "Lotokens" es un skill para ahorrar tokens al momento de utilizar claude code 10 Codex, OpenCode 1 616 tok
aknochow/ogo aknochow.github.io OGO (OpenShell Gateway Operator): Deploy and manage NVIDIA OpenShell Gateway instances on 10 Claude Code, Codex, OpenCode 2 950 tok
arcayne/agentic-delivery-playbook Spec first workflow for coding agents: choose the right model per task, use strong reasoni 10 Codex, OpenCode 1 111 tok
kwanpham2195/symphony-go Autonomous agent orchestrator — polls Linear issues, creates workspaces, runs Codex sessio 10 Claude Code, Codex, OpenCode 7 2,021 tok
openshift-hyperfleet/kartograph openshift-hyperfleet.github.io Enterprise-Ready Bi-Temporal Knowledge Graph Platform 10 Claude Code, Codex, OpenCode 3 1,823 tok
codeready-toolchain/tarsy Intelligent Site Reliability Engineering agent for automatic alert processing 10 Claude Code, Codex, OpenCode 2 1,368 tok
zhangyu94/humanfile Declare boundaries for coding agents with .human files. 10 Claude Code, Codex, GitHub Copilot, OpenCode 9 1,003 tok
microsoft/Build26-BRK241-from-prototype-to-production-build-and-run-agents-at-scale build.microsoft.com Engineering patterns for taking AI agents to production — deployment, tools, memory, long- 10 Codex, GitHub Copilot, OpenCode 2 1,029 tok
CodeInfinity1/Stram A proactive, local-first cognitive agent with approval-gated tools, memory, and collectors 10 Codex, OpenCode 1 962 tok