How real projects configure their agents

23,702 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
rojim666/SztuCode rojim666.github.io Local-first AI coding Agent supporting TUI/desktop clients, tool permissions, session memo 110 Claude Code, Codex, OpenCode 2 571 tok
bman654/clodex Bridge Claude Code to OpenAI models — OpenAI API key or ChatGPT/Codex-plan OAuth 110 Claude Code, Codex, OpenCode 4 4,244 tok
nikvdp/searxng-ai-kit Standalone SearXNG CLI for coding agents 110 Codex, OpenCode 1 3,282 tok
opendatahub-io/opendatahub-operator opendatahub.io Open Data Hub operator to manage ODH component integrations 110 Claude Code, Codex, OpenCode 3 794 tok
tswistak/Battery-Monitor Battery Monitor for Android 110 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 219 tok
KalarisLabs/research-agent-skills docs.kalarislabs.com Turn any AI agent into a research co-scientist: 280+ open-source agent skills for literatu 110 Claude Code, Codex, Gemini CLI, OpenCode 5 1,389 tok
csmar432/finai-research csmar432.github.io Evidence-first AI workflow for economic and financial research: literature → identificatio 109 Claude Code, Codex, GitHub Copilot, OpenCode 3 11,636 tok
butttons/dora dora-cli.dev CLI built for AI agents to help navigate codebases better. An alternative to grep/find/glo 109 Claude Code, Codex, OpenCode 2 833 tok
Gerstep/positioning-plugin 15-minute AI-agent positioning session for startups: forced choices, a sub-30-word stateme 109 Codex, OpenCode 1 260 tok
jiahuiqu17/paper-signal Subject-aware minimal-zine image production for Agent Skills: art direction, generation, s 109 Claude Code, Codex, Gemini CLI, OpenCode 3 566 tok
zhensherlock/sp500-mcp-server sp500-mcp.vercel.app An MCP server and Next.js web app for querying S&P 500 company data from Supabase, with to 109 Claude Code, Codex, OpenCode 2 1,487 tok
smartfrog/opencode-froggy 109 Claude Code, Codex, OpenCode 9 1,030 tok
ezefranca/campeonato-brasileiro-api API simples do Campeonato Brasileiro 109 Claude Code, Codex, OpenCode 3 306 tok
tonylofgren/aurora-smart-home instagram.com Independent Claude Skills for the whole smart home: Home Assistant, ESPHome, Node-RED, cus 109 Codex, OpenCode 1 576 tok
unraid/apprise-go Apprise, Ported to Go 109 Codex, OpenCode 1 306 tok
insistanan/GPT_Image_Playground A one-stop solution for visually adjusting GPT-Image-2 Image API / Response API parameters 109 Claude Code, Codex, OpenCode 2 3,436 tok
sirsjg/flux Ship with less chaos. Flux is a fast, simple Kanban board with MCP integration so your LLM 109 Claude Code, Codex, OpenCode 5 1,143 tok
UmairBaig8/okf-generator OKF v0.1 knowledge bundle generator — Claude skill + OpenCode integration 109 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 2,399 tok
dominik1001/caldav-mcp 🗓️ A CalDAV Model Context Protocol (MCP) server to expose calendar operations as tools fo 109 Claude Code, Codex, OpenCode 6 2,217 tok
antoinebou12/uml-mcp antoinebou12.github.io UML-MCP Server is a UML diagram generation tool based on MCP (Model Context Protocol), whi 109 Claude Code, Codex, Cursor, OpenCode 11 772 tok
litefuse/litefuse litefuse.ai Litefuse - Agent Observability and Evaluation Platform 109 Claude Code, Codex, Cursor, OpenCode 10 3,733 tok
kawayiYokami/P-ai A ready-to-use self-growing desktop AI assistant for long-running tasks, memory, agents, t 109 Codex, OpenCode 1 7,206 tok
clawdotnet/SharpClawCode C# coding-agent harness (.NET 10, Microsoft Agent Framework) — sessions, tools, permission 109 Claude Code, Codex, OpenCode 2 2,709 tok
keros68/metrik Metrik provides a centralized view of quota remaining and token usage for multiple local A 109 Claude Code, Codex, OpenCode 2 849 tok
samzong/Recall samzong.github.io Switch agents. Keep the history. Local-first search across your AI coding sessions. 109 Claude Code, Codex, OpenCode 3 962 tok
starroyhq/agentkib agentkib.com Local-first desktop control plane for coding-agent context, Skills, sessions, and toolchai 109 Codex, OpenCode 1 55 tok
Viy1204/recruiting-copilot An AI recruitment workflow for HR professionals and headhunters: defining job requirements 109 Codex, OpenCode 1 681 tok
singhharsh1708/scrollcraft scrollcraft.space Cinematic scroll websites, exported as plain HTML. Free templates, runs in your browser, n 109 Claude Code, Codex, OpenCode 2 79 tok
Kuadrant/mcp-gateway kuadrant.io An envoy-based MCP Gateway that integrates with Istio and policy attachment mechanisms for 109 Claude Code, Codex, OpenCode 8 1,281 tok
remotebrowser/remotebrowser remotebrowser.ai Exoskeleton for autonomous assistant 109 Codex, OpenCode 1 489 tok
LuxAlgo/luxalgo-mcp-server mcp.luxalgo.com The LuxAlgo ecosystem as MCP tools: free and keyless. 109 Claude Code, Codex, OpenCode 2 1,355 tok
lajarre/pi-vim npmjs.com Vim mode for Pi 109 Codex, OpenCode 1 424 tok
SeJonJ/ChatForYou SpringBoot WebSocket & WebRTC Chatting 109 Claude Code, Codex, OpenCode 46 1,203 tok
Litun/bloomy-linkedin-outreach 108 Claude Code, Codex, OpenCode 2 254 tok
CadeYu/spring-alpha spring-alpha-two.vercel.app 108 Codex, OpenCode 1 4,505 tok
Nayjest/ai-microcore A handy lib for smooth interaction with large language models (LLMs) and crafting AI apps. 108 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,486 tok
AbdelStark/worldforge abdelstark.github.io Harness framework to build world model based workflows for physical AI systems. 108 Claude Code, Codex, OpenCode 9 12,727 tok
dosco/aithy aithy.dev A personal AI agent that can work safely on your machine, remember useful context, and kee 108 Claude Code, Codex, OpenCode 18 1,311 tok
idoforgod/Dissertation-Simulator-AgenticWorkflow A doctoral dissertation research simulation system in which 58 AI agents collaborate acros 108 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 12 39,470 tok
yyzybb537/remote_claude 108 Claude Code, Codex, OpenCode 2 12,736 tok
zizicici/Watermelon iOS Photos Backup App. Supports Backup to External Storage, SMB, WebDAV, S3-Compatible Buc 108 Claude Code, Codex, OpenCode 2 1,533 tok
tornado-doc/tdoc tdoc.dev Prompt-native interactive HTML docs — bdocs. Generate, comment on, and publish docs from i 108 Claude Code, Codex, OpenCode 2 678 tok
AdamBien/bce.design minimal magic, minimal tooling, essential dependencies, high productivity, no transpilatio 108 Codex, OpenCode 1 632 tok
fl-sean03/OpenSDL seanflorez.com A modular Python foundation for reproducible computational and autonomous laboratories. Al 108 Claude Code, Codex, OpenCode 13 921 tok
chinawsb/daofy Daofy for Delphi — MCP Server that compiles Delphi projects and queries knowledge base for 108 Codex, OpenCode 1 7,682 tok
ToxSam/open-source-avatars opensourceavatars.com A curated registry of free 3D VRM avatars for games, VR, and the metaverse 108 Codex, OpenCode 1 712 tok
jyjeanne/okf-rs A fast, open-source Rust toolkit for generating, validating and serving Open Knowledge For 108 Claude Code, Codex, GitHub Copilot, OpenCode 3 434 tok
manojbajaj95/claude-gtm-plugin Skills for GTM teams 108 Claude Code, Codex, OpenCode 2 2,472 tok
antiv/mate antonijevic.rs Production-ready multi-agent orchestration engine built on Google ADK. Database-driven age 108 Claude Code, Codex, OpenCode 4 6,634 tok
amikai/openings-mcp 💼 One MCP server to search job boards and company career sites 108 Claude Code, Codex, OpenCode 6 102 tok