How real projects configure their agents

23,733 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
hyqhyq3/dsh-mcp-manager MCP server manager plugin for DeepSeek Harness: Settings → MCP page, OAuth (PKCE + dynamic 28 Codex, OpenCode 1 5,206 tok
superduck-ai/open-managed-agents Open Source version of Claude Managed Agents. Anthropic SDK compatible. Supports agents, 28 Claude Code, Codex, OpenCode 4 8,413 tok
AloneNanNan/Halo-Theme-Ethereal nanzhiy.cn An enhanced Fuwari-style theme for Halo, developed from Fuwari 28 Codex, OpenCode 1 11,594 tok
novoads/agent-skills novoads.ai AI video and image ads for marketers, built in Claude Code or Cursor and priced by a live 28 Claude Code, Codex, OpenCode 4 5,212 tok
suntay44/plannable Plannable is a Spec-Driven Development planning CLI for AI coding agents. It creates a MAS 28 Claude Code, Codex, Cursor, OpenCode 11 412 tok
manti-by/demetra Software factory (runtime over harness) 28 Codex, OpenCode 1 4,533 tok
DGatoM/DG-Claw DG Claw: instalador, painel com chat e agentes de IA em containers, no seu servidor. 28 Claude Code, Codex, OpenCode 2 2,992 tok
eddmann/strava-cli eddmann.com Strava from your terminal. Pipe it, script it, automate it. 28 Claude Code, Codex, OpenCode 2 88 tok
jmanhype/speckit Specification-Driven Development with Beads Integration - A comprehensive workflow system 28 Claude Code, Codex, OpenCode 33 8,372 tok
majiayu000/claude-skill-registry-data majiayu000.github.io Archived Claude Code skill files and metadata consumed by the Claude Skills Registry pipel 28 Claude Code, Codex, OpenCode 2 599 tok
orecus/faber The AI Architect for your codebase 28 Claude Code, Codex, Gemini CLI, OpenCode 3 3,013 tok
eiriksgata/wc3-map-ts-template Warcraft III 1.27a TypeScript development template. Users are expected to have general tec 28 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 8 7,789 tok
Raftersecurity/rafter-cli rafter.so Multi-language CLI for Rafter — the security toolkit built for AI coding agents and the de 28 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,033 tok
JamesonRGrieve/ServerFramework Automatically generate database models, GraphQL schema, REST endpoints, MCPs, SDKs and tes 28 Claude Code, Codex, OpenCode 2 2,238 tok
myyimu/codex-session-transfer Local-first desktop utility for exporting, importing, syncing, and restoring Codex task an 28 Codex, OpenCode 1 1,248 tok
omoinoki/sekaisync Local knowledge base & MCP AI context service for Project SEKAI fandom. | Essential local 28 Codex, OpenCode 1 2,407 tok
opengovsg/plumber plumber.gov.sg Automate your pipelines, streamline your workflows. 28 Claude Code, Codex, OpenCode 10 2,382 tok
dtammam/arcade_station arcade-station is a front-end interface for managing and interacting with the games you lo 28 Claude Code, Codex, OpenCode 13 2,049 tok
texttile-blog/texttile The Multiplayer Blog Engine 28 Claude Code, Codex, OpenCode 2 4,844 tok
davidmigloz/ai_clients_dart A collection of Dart client libraries for popular AI APIs. Provides type-safe, well-docume 27 Claude Code, Codex, OpenCode 4 1,181 tok
1024XEngineer/bytemind 1024xengineer.github.io ByteMind is a lightweight Coding Agent designed to help users complete the software engine 27 Claude Code, Codex, OpenCode 7 524 tok
mideco-tech/codex-tg Telegram remote UI and observer for OpenAI Codex App Server. Control Codex threads, tools, 27 Codex, OpenCode 1 2,868 tok
Icarus603/claude-code Refactored fork of the sourcemap-leaked Claude Code CLI 27 Claude Code, Codex, OpenCode 2 12,622 tok
shidesheng0218/repo-ready npmjs.com Make your repo ready for Codex, Claude Code, Cursor, and contributors. 27 Claude Code, Codex, OpenCode 2 323 tok
SharkyND/mcp-atlassian MCP for Atlassian servers 27 Codex, OpenCode 1 733 tok
dahlia/ko-stdict-mcp jsr.io Standard Korean Language Dictionary MCP server 27 Codex, OpenCode 1 393 tok
initlabsai/vibekit getvibekit.ai The agentic stack for Algorand builders. 27 Codex, OpenCode 1 3,319 tok
ZhuoZhuoCrayon/ai-workspace zhuozhuocrayon.github.io A general-purpose workspace template for coding agents such as Cursor / Codex / Claude, pr 27 Claude Code, Codex, OpenCode 10 328 tok
himorishige/hatago-mcp-hub hatago.dev Hatago MCP Hub is a lightweight hub server that provides unified management for multiple M 27 Claude Code, Codex, Gemini CLI, OpenCode 4 7,904 tok
illscience/vibe-debug CLI debugger that lets coding agents inspect live Python runtime state, with optional MCP 27 Claude Code, Codex, OpenCode 2 430 tok
deslicer/mcp-for-splunk deslicer.ai Open-source Splunk MCP server: connect AI agents (Cursor, Claude Desktop, VS Code) to Splu 27 Claude Code, Codex, Cursor, OpenCode 3 2,070 tok
wazionapps/nexo nexo-desktop.com NEXO runtime core for NEXO Desktop: local memory, automation, MCP tools and update-managed 27 Claude Code, Codex, OpenCode 2 843 tok
repaera/chat Chat Client for Your Service's MCP Server 27 Claude Code, Codex, OpenCode 2 5,375 tok
stellarlinkco/skills stellarlink.co Agent skills for long-running execution, high-recall code review, and measurable self-impr 27 Codex, OpenCode 1 2,272 tok
eldermoraes/quarkus-agentic-scaffolding skills.sh Scaffolding skill + always-on conventions (CLAUDE.md/AGENTS.md) for Quarkus + LangChain4j 27 Claude Code, Codex, OpenCode 2 7,635 tok
vbarsoum1/llm-wiki-compiler Compile documents into a living Obsidian wiki. Any AI agent. Based on Karpathy's LLM Wiki 27 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,209 tok
nik1t7n/context-firewall Local-first context firewall for coding agents 27 Claude Code, Codex, Gemini CLI, OpenCode 3 358 tok
kdcube/kdcube kdcube.tech Open-source, self-hosted runtime and SDK for AI applications. One tenant/project deploymen 27 Codex, OpenCode 1 2,434 tok
opsmill/infrahub-skills AI skills for developing with Infrahub. These skills provide structured guidance to any AI 27 Codex, OpenCode 1 3,999 tok
aktsmm/vscode-agent-skill-ninja VS Code Extension for searching, installing and managing Agent Skills (SKILL.md) for GitHu 27 Codex, GitHub Copilot, OpenCode 4 8,465 tok
vallafederico/webflow-dev-setup webflow-dev-setup-xi.vercel.app 27 Claude Code, Codex, OpenCode 7 508 tok
alleneee/skill-agent A production-grade AI Agent framework based on FastAPI, supporting 100+ LLM providers, MCP 27 Claude Code, Codex, OpenCode 2 7,219 tok
nirholas/lyra-registry lyra-registry.modelcontextprotocol.name Lyra Registry is a standalone API + MCP service that catalogs, scores, and serves metadata 27 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 864 tok
LilithGames/a2wave a2wave.ai Turn the agent CLIs you already use into shared services your whole team can call. Natural 27 Claude Code, Codex, OpenCode 6 1,535 tok
kerbelp/metatron getmetatron.com Git-native context layer for AI coding agents. Your team's real engineering decisions — pa 27 Claude Code, Codex, OpenCode 2 1,962 tok
VoDaiLocz/kilo-kit-mcp glama.ai An MCP server for safer coding agents: skill routing, C4 workflow gates, memory checks, an 27 Claude Code, Codex, Gemini CLI, OpenCode 3 2,498 tok
vinnie357/claude-skills claude code skills 27 Claude Code, Codex, OpenCode 2 6,424 tok
AndreaGriffiths11/agent-context-system agents.mainbranch.dev Utilities for managing agent memory, context windows, and task-focused state 27 Codex, OpenCode 1 1,302 tok
peixl/ifq-design-skills Agent-native design skill: ordinary prompts -> verified HTML-first prototypes, decks, dash 27 Codex, OpenCode 1 1,460 tok
jxpeng98/qiongli rsk.jxpeng.dev Academic Research Skills: Plan the work, search the literature, draft and review manuscrip 27 Claude Code, Codex, OpenCode 2 3,819 tok