How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
100yenadmin/Lossless-Codex-Orchestrator-LCO Index, search, summarize, and approval-gate local Codex sessions through OpenClaw/MCP. Age 32 Codex, OpenCode 1 819 tok
jmxt3/gitscape.ai gitscape.ai Scan any agent skill — authored or compiled — for prompt injection, secrets, and malicious 32 Claude Code, Codex 56 —
evan966890/openclaw-bestroll-skills Executive Feishu OpenClaw 4-agent suite with questionnaire, provisioning and onboarding 32 Codex, OpenCode 1 383 tok
aywengo/kafka-schema-reg-mcp A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry. 32 Claude Code, Codex, Cursor, OpenCode 3 2,940 tok
dososo/agent-loop-skill A skill for long-running AI agent loops with contracts, traces, restarts, scoring, and cle 32 Claude Code, Codex, OpenCode 2 1,588 tok
dodobrands/Peekie swiftpackageindex.com An xcresult parser CLI for CI and AI coding agents. 32 Claude Code, Codex, OpenCode 2 1,490 tok
vakovalskii/phantom-agent Autonomous AI agent for BitGN PAC1 Challenge — ~86% score with 12 hot-reloadable skills, l 32 Claude Code, Codex, OpenCode 2 2,613 tok
mverab/metaclaw clawbiz.io Founder-first meta-layer to generate production-ready OpenClaw multi-agent setups from one 32 Claude Code, Codex 1 —
floomhq/moto Floom's terminal IDE for AI agents: Claude control plane, Codex workers, Docker runtime, h 32 Codex, OpenCode 1 868 tok
anatomia-dev/anatomia anatomia.dev Spec-driven agent harness for Claude Code and Codex — five-agent pipeline (scope, plan, bu 32 Claude Code, Codex, OpenCode 10 129 tok
asynkron/asynkron-skills ASYNKRON developer tools skills — profiler, test runner, code duplication detector, and li 32 Codex, GitHub Copilot, OpenCode 2 1,111 tok
SUSE/suse-ai-up A comprehensive platform for managing and proxying Model Context Protocol (MCP) servers, p 32 Codex, OpenCode 1 1,026 tok
Uncle-Gao/Live-Translator-Hub One-click localization for Cursor and Claude, covering all pages, with an AI translation e 32 Claude Code, Codex, Gemini CLI, OpenCode 4 2,870 tok
tbdavid2019/openclaw-docs-skill Automatically updated daily, giving your LLM the ability to handle OpenClaw issues. This i 32 Claude Code, Codex, GitHub Copilot 8 —
rustic-ai/codeprism rustic-ai.github.io An experimental, 100% AI-generated, high-performance code intelligence server providing AI 32 Codex, OpenCode 1 655 tok
cyanheads/workflows-mcp-server npmjs.com Store, query, and create YAML workflow playbooks for LLM agents via MCP. STDIO or Streamab 32 Claude Code, Codex, OpenCode 2 16,832 tok
frmoretto/hardstop Don't let AI destroy your hard work! HardStop is a rock-solid protection for AI-generated 32 Claude Code, Codex, OpenCode 2 2,887 tok
Bahgs/Self-Improving-Obsidian-LLM-Wiki An Obsidian-first, agent-maintained LLM Wiki framework that turns raw sources into linked 32 Claude Code, Codex, Gemini CLI, OpenCode 3 671 tok
SergKam/FlyCrys Native Linux GUI for Claude Code agents. Rust + GTK4. Fast, light, no Electron. 32 Codex, OpenCode 1 3,102 tok
nirholas/lyra-tool-discovery lyra-tool-discovery.modelcontextprotocol.name AI powered automation toolkit which acts as an agent that discovers MCP servers for you. P 32 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 813 tok
samilozturk/agentlint npmjs.com ESLint for your coding agents. Keep AGENTS.md, rules, and skills structured, current, and 32 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,913 tok
5kahoisaac/opencode-configs Personal configs of OpenCode, including agents, skills, commands and plugins 32 Claude Code, Codex, OpenCode 2 291 tok
timfewi/tentaflake tentaflake.dev Declaratively deploy & manage multiple isolated AI agents on a single NixOS machine — each 32 Claude Code, Codex, OpenCode 5 2,119 tok
redis-developer/adk-redis redis-developer.github.io Redis integration for Google Agent Development Kit (ADK) - Memory, Sessions, Search Tools, 32 Claude Code, Codex, OpenCode 2 259 tok
nirholas/crypto-market-data crypto-market-data.modelcontextprotocol.name Live cryptocurrency and DeFi market data. Simple, easy, straight to the point. Market dat 32 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 795 tok
vishalguptax/claude-code-manager claudecodemanager.vishalg.in Claude Code Manager: a VS Code sidebar for Claude Code sessions, usage and limits, account 32 Claude Code, Codex 4 —
Daghis/teamcity-mcp Model Context Protocol (MCP) server for JetBrains TeamCity: control builds, tests, agents 32 Claude Code, Codex, OpenCode 2 2,706 tok
nirholas/mcp-notify mcp-notify.modelcontextprotocol.name Monitor the Model Context Protocol (MCP) Registry for new, updated, and removed servers. G 32 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 827 tok
9crusher/mcp-server-kalshi A MCP server to interact with Kalshi prediction markets 32 Claude Code, Codex, OpenCode 2 1,471 tok
rcarmo/python-office-mcp-server rcarmo.github.io An MCP server for OOXML documents 32 Codex, OpenCode 1 344 tok
derive-to/derive derive.to Review and approval for work made by AI agents. Fair Source, self-hostable, and MCP-native 32 Claude Code, Codex, OpenCode 6 1,506 tok
DollarDill/beads-superpowers algocents.com Superpowers & Beads task memory for AI coding agents - supports Claude Code, Codex, OpenCo 32 Claude Code, Codex, Gemini CLI, OpenCode 3 6,322 tok
indranilbanerjee/contentforge indranil.in An open-source editorial production system that researches, verifies, drafts, and delivers 32 Codex, OpenCode 1 1,826 tok
mercadopago/mercadopago-claude-marketplace Claude Code plugin marketplace for Mercado Pago payment integrations — checkout, webhooks, 32 Claude Code, Codex, OpenCode 3 1,920 tok
Cognitic-Labs/geoskills aivsrank.com Open-source Agent Skills for GEO — 6 skills to diagnose, fix, and monitor AI visibility fo 32 Claude Code, Codex, OpenCode 2 1,603 tok
frostyard/snosi A bootable container image build system using mkosi for creating Debian-based bootable con 32 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 13 4,685 tok
mudler/face-detect.cpp face-detect.cpp is a from-scratch C++17 port of the insightface buffalo face-recognition p 32 Codex, OpenCode 1 1,571 tok
braiins/llm-jail A Nix script for running CLI coding tools in an isolated MicroVM environment 32 Claude Code, Codex, OpenCode 2 2,287 tok
sseshachala/conductai conductai.ai Runtime governance for AI agents. Allow, warn, or block every model and tool call before i 32 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 11 5,722 tok
pinchen147/system-design-skill System design from evidence, not vibes — reads your repo as the current architecture, runs 32 Claude Code, Codex, OpenCode 2 860 tok
EthereumPhone/PQ1 32 Claude Code, Codex, OpenCode 3 28,369 tok
Dicklesworthstone/storage_ballast_helper Cross-platform Rust daemon that prevents disk-full incidents for AI coding workloads using 32 Claude Code, Codex, OpenCode 2 18,964 tok
mainwp/mainwp-mcp mainwp.com Official MainWP MCP server: manage your WordPress sites from Claude, Cursor, Codex, and ot 32 Claude Code, Codex 1 —
davidbuenov/dbv-specs-ops The blueprint that turns any AI assistant into a disciplined Senior Engineer. 32 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 12 2,425 tok
tskovlund/mcp-score MCP server for AI-driven music score generation and manipulation. Natural language to nota 32 Claude Code, Codex, OpenCode 2 1,755 tok
caomengxuan666/cxxmcp A conformance-tested C++17 SDK for Model Context Protocol servers and clients. 32 Codex, OpenCode 1 2,073 tok
krogh-jacobsen/unity-code-style-guide A C# code style guide for Unity projects 32 Claude Code, Codex, OpenCode 2 3,463 tok
AoleiC/ai-mock-trade stock.objie.com Youzi AI · A-share AI research project package: market data queries, AI monitoring, AI mar 32 Codex, OpenCode 1 16,586 tok
brightwave-inc/tidebreak tidebreak.io Open-source, local-first desktop for AI coding agents and document work. Run Claude Code, 32 Claude Code, Codex, OpenCode 2 1,147 tok
PyModel/claude-architect Claude Code delegates coding to isolated CLI agents it doesn't trust (Codex, OpenCode, Pi, 32 Claude Code, Codex, OpenCode 2 4,416 tok