How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
KathanModh259/latent-gate kathanmodh259.github.io MCP server that shrinks logs, JSON, docs and web pages before your AI reads them. Offline, 25 Claude Code, Codex 1 —
rmrsk/EBGeometry rmrsk.github.io An efficient header-only C++ package for bounding volume hierarchies, implicit functions, 25 Claude Code 1 15,233 tok
ChicaChan/xhs-agent Xiaohongshu AI Agent — an intelligent Xiaohongshu operation assistant based on Claude Code 25 Claude Code 2 1,514 tok
anildukkipatty/grass-expo A mobile client for AI-powered code generation. Connect to Grass servers, chat with your A 25 Claude Code 1 72 tok
gerkensm/callcenter.js-mcp Callcenter.JS AI Voice Agent VOIP Connector, MCP + CLI 25 Claude Code 1 3,620 tok
avirajkhare00/yoyo avirajkhare00.github.io yoyo is a local MCP server for repository reading and change work. It exists to make codin 25 Claude Code, Codex, OpenCode 2 2,443 tok
bitovi/cascade-mcp cascade.bitovi.com MCP tools that help software teams. Integrates Figma and Jira. 25 Claude Code, Codex, GitHub Copilot 12 3,769 tok
dsebastien/obsidian-transcriber dsebastien.github.io Transcriber converts images in your Obsidian vault to Markdown using Ollama vision models 25 Claude Code, Codex, OpenCode 3 9,042 tok
wangqiqi/trae-ai One command, 20 AI experts working for you! Copy and use · zero configuration · 20 AI expe 25 Claude Code, Codex 5 —
phuc-nt/openclaw-skills 25 Claude Code 1 327 tok
lukaszzborek/Langfuse-dotnet Unofficial .NET SDK for Langfuse 25 Claude Code 1 1,015 tok
JVB-Consulting/kerndx docs.jvb-consulting.io A complete Salesforce Apex + LWC framework and library suite — SOQL builder, DML wrapper, 25 Codex, OpenCode 1 1,175 tok
b1rdmania/legalise legalise.dev Open-source governance infrastructure for AI-assisted legal work 25 Codex, OpenCode 1 6,083 tok
wzk1015/WorldCupArena matchmate.chat ⚽️🤖 Benchmarking LLMs and deep-research agents on real-world football prediction — from t 25 Claude Code 1 604 tok
IgorWarzocha/opencode-usage-plugin Plugin that displays your OAuth subscription quotas. 25 Codex, OpenCode 1 325 tok
gigio1023/minecraft-llm-agent-community gigio1023.github.io A Soul-grounded Minecraft social simulation runtime where Mineflayer actors pursue LifeGoa 25 Claude Code, Codex, OpenCode 7 5,067 tok
TommyBez/evex evex.sh 25 Claude Code, Codex, OpenCode 30 2,301 tok
LukeCarlThompson/pixi-solid lukecarlthompson.github.io A SolidJS wrapper around PixiJS to allow declarative and composable usage of PixiJS with J 25 Codex, OpenCode 1 411 tok
Orinks/AccessiWeather orinks.net A free desktop weather app. For the casual check-in or the deep dive. 25 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 70 6,313 tok
aronprins/codex-loop Hand Codex a PRD. Get a working feature back. One story per subagent, fresh context every 25 Codex, OpenCode 1 212 tok
Tencent/awesome-devbuddy 25 Claude Code, Codex 11 —
decode-orc/decode-orc decode-orc.github.io The -decode orchestration and processing engine 25 Claude Code, Codex, GitHub Copilot, OpenCode 5 7,687 tok
sydasif/web-search-mcp A comprehensive, production-ready research server (MCP). Provide your LLM clients with rea 25 Claude Code 1 1,443 tok
kaptinlin/gozod Go port of TypeScript Zod validation library with full API compatibility and type safety 25 Claude Code, Codex, OpenCode 3 3,780 tok
fewtarius/llama-ai A project repository for work on improving local LLMs on my personal AMD devices 25 Codex, OpenCode 1 4,614 tok
k3sra/halo-multiplayer-evolved The multiplayer Halo: Campaign Evolved should have shipped with. Original modes and maps, 25 Codex, OpenCode 1 2,293 tok
wujun728/jun_api_service jun_api_service is a dynamic API framework based on another custom starter. It uses Spring 25 Claude Code 1 5,358 tok
yilane/rag-project-icd10 An ICD-10 medical diagnosis content standardization tool based on retrieval-augmented gene 25 Claude Code 1 3,805 tok
djm81/chroma_mcp_server MCP Server for ChromaDB integration into Cursor with MCP compatible AI models 25 Cursor 1 629 tok
he4rt/marketing-extension heartdevs.com Chrome extension that passively captures X/Twitter GraphQL responses to track community en 25 Claude Code, Codex, OpenCode 2 4,535 tok
fosres/SecEng-Exercises dev.to A repository of Security Engineering exercises: these exercises are designed to prepare yo 25 Claude Code 1 1,015 tok
pencilpark/BlenderToRive3D pencil-park.com Files to facilitate import of vertices and faces into Rive 25 Claude Code 1 12,577 tok
honeybadger-io/honeybadger-mcp-server Official Honeybadger MCP (Model Context Protocol) server. 25 Claude Code 1 463 tok
altmemy/claude-code-templates Project templates for Claude Code — Next.js, Spring Boot, and Flutter, each with preconfig 25 Claude Code 1 —
kiyeonjeon21/reframe docs.reframe-video.com Declarative motion graphics AI can write, humans can tweak — edits survive AI regeneration 25 Claude Code, Codex, OpenCode 6 10,087 tok
KyleNesium/AIBattery aibattery.dev A battery style usage meter for Claude Code and OpenAI Codex. Rate limits, context health, 25 Claude Code, Codex, OpenCode 2 3,058 tok
probelabs/visor probelabs.com Visor — AI workflow engine for code review, assistants, and automation. Orchestrates check 25 Claude Code 2 1,903 tok
Brad-Edwards/aptl brad-edwards.github.io SOC-in-a-Box for AI purple teaming 25 Claude Code, Codex, GitHub Copilot, OpenCode 9 1,547 tok
opendsr-std/seedfaker Deterministic synthetic data generator for realistic, correlated, and noisy test records 25 Claude Code, Codex, OpenCode 2 441 tok
modelstudioai/OpenAgentPack Manage, review, and migrate cloud AI agents with Git and YAML. The open-source IaC contro 25 Claude Code, Codex 25 —
hzy970907/fish-claude-code An enterprise-grade AI R&D SOP for Claude Code, built for Java developers. An out-of-the-b 25 Claude Code 2 925 tok
Cloudzero/cloudzero-claude-marketplace Easy way to get started using Claude Code and the CloudZero MCP server to analyze your clo 25 Claude Code 3 655 tok
kinncj/MAPLE A comprehensive template for building applications with AI-powered development agents Thi 25 Claude Code, Codex, GitHub Copilot, OpenCode 7 5,879 tok
ascorbic/bgproc Simple process manager for agents 25 Claude Code 1 504 tok
kingbootoshi/rgr Strict Red-Green-Refactor CLI gate for coding agents 25 Codex, OpenCode 1 161 tok
solanabr/solana-vault-standard Solana tokenized vault standard built on Anchor. Programs, SDK, CLI + native extensions to 25 Claude Code 47 1,458 tok
chats-is/termory Management for your AI Terminal and Memory. 25 Claude Code 2 31,751 tok
denysosadchyi/ux-auditor Repeatable UX-audit toolkit: bilingual playbook, Claude Code skills, Playwright-driven cap 25 Claude Code 1 852 tok
pratikxpanda/agentskills-sdk A Python SDK for discovering, retrieving, and serving Agent Skills to LLM agents - with pr 25 GitHub Copilot 1 2,240 tok
ZiiMs/Grove grove.ziim.dev Grove allows you to run multiple AI coding agents simultaneously, each working on its own 25 Codex, OpenCode 1 710 tok