How real projects configure their agents

3,700 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
anchildress1/awesome-github-copilot My ongoing WIP 🏗️ AI prompts, custom agents, skills & instructions - curated by me (and C 66 Codex, GitHub Copilot, OpenCode 2 428 tok
ahmed3elshaer/everything-claude-code-mobile Makes Claude code mobile first 66 Claude Code, Codex, GitHub Copilot, OpenCode 75 629 tok
bug-ops/zeph bug-ops.github.io A memory-first AI agent that remembers why decisions were made — not just the last message 66 Codex, GitHub Copilot, OpenCode 5 3,664 tok
ebibibi/ebi-agent-chat-relay One cockpit for all your coding agents: a web console (plus Discord & Teams) to run Claude 66 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 15 8,545 tok
Elumenotion/GuideAnts guideants.ai AI work that doesn't evaporate. A workspace for building, tuning, and publishing governed 66 GitHub Copilot 1 87 tok
gigioneggiando/argo gigioneggiando.com LLM-native static vulnerability detection: point it at a repo and get a reviewable vuln re 66 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,890 tok
AzureAD/microsoft-authentication-library-common-for-objc Common code used by both the Active Directory Authentication Library (ADAL) and the Micros 66 Claude Code, GitHub Copilot 2 923 tok
ruaan-deysel/unraid-management-agent Go-based Unraid plugin monitor and control your Unraid system via REST API, WebSocket, MCP 65 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 20 10,246 tok
ruvnet/federated-mcp This implementation follows the official MCP specification, including proper message frami 65 Claude Code, GitHub Copilot 2 53 tok
BetterThanTomorrow/calva-backseat-driver marketplace.visualstudio.com VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also 65 Claude Code, Codex, GitHub Copilot, OpenCode 7 5,723 tok
lirantal/agent-rules Rules and instructions for agentic coding tools like Cursor, Claude CLI, Gemini CLI, Qodo, 65 Codex, GitHub Copilot, Gemini CLI, OpenCode 8 8,139 tok
sandraschi/blender-mcp Headless Blender automation via FastMCP — 41 portmanteau tools (150+ ops). Batch mesh/VSE/ 65 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 971 tok
chatbotgang/ai-coding-workshop-250712 Workshop on developing product features with agentic coding practices 65 GitHub Copilot 3 9,937 tok
deploystackio/deploystack deploystack.io Open source MCP hosting - deploy MCP servers to HTTP endpoints for n8n, Dify, Voiceflow, a 64 GitHub Copilot 1 500 tok
claude-world/trend-pulse Free trending topics aggregator — 20 sources, zero auth. CLI + Python library + MCP Server 64 GitHub Copilot 1 64 tok
QWED-AI/qwed-verification docs.qwedai.tech Open-source AI verification infrastructure for deterministic verification of LLM outputs, 64 GitHub Copilot 1 155 tok
hmake98/nestjs-starter Production-ready NestJS boilerplate — JWT auth, Prisma, Redis, BullMQ, Swagger, i18n, and 64 Claude Code, GitHub Copilot 13 12,708 tok
jtmoon79/super-speedy-syslog-searcher Speedily search and merge log messages by datetime 63 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,460 tok
zircote/rlm-rs zircote.com Rust CLI implementing the Recursive Language Model (RLM) pattern for Claude Code. Process 63 Claude Code, Codex, GitHub Copilot 8 2,974 tok
0xmariowu/AgentLint agentlint.app The linter for your agent harness. Works with Claude Code, Codex, and Cursor. 63 Claude Code, GitHub Copilot 2 1,863 tok
saeedkolivand/ai-job-hunter-app aijobhunter.app Local-first AI desktop assistant that scrapes job boards, matches roles to your resume, an 63 Claude Code, Codex, GitHub Copilot, OpenCode 8 4,221 tok
magic5644/Graph-It-Live magic5644.github.io Graph-It-Live VS Code Extension 63 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,233 tok
microsoft/a11y-llm-eval microsoft.github.io An eval tool to benchmark how well LLMs generate accessible HTML 62 Claude Code, GitHub Copilot 2 533 tok
loiane/specs-driven-development-spring-angular Spec-Driven Development toolkit for Spring Boot 4 — tri-platform workflow (Claude Code · G 62 Claude Code, GitHub Copilot 9 2,942 tok
dotnet-presentations/ai-workshop aka.ms Building GenAI Apps in C#: Microsoft Extensions for AI, Templates, Microsoft Foundry & Mor 62 GitHub Copilot 4 1,329 tok
AzureCosmosDB/cosmosdb-agent-kit A collection of skills for AI coding agents working with Azure Cosmos DB. Skills are packa 62 Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,524 tok
omarshahine/findmy-cli Query Find My friend locations on macOS via UI automation, screenshots, and Vision OCR — s 62 Codex, GitHub Copilot, OpenCode 2 895 tok
WYRE-AI/autotask-mcp wyre-ai.github.io MCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects, time entri 62 Claude Code, Codex, GitHub Copilot, OpenCode 59 24,115 tok
mapbox/mcp-devkit-server Developer-focused Mapbox MCP Server 62 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,929 tok
ysyecust/everything-claude-code Complete collection of Claude Code configs for C++20 HPC development - agents, skills, hoo 62 GitHub Copilot 1 1,025 tok
vaquarkhan/data-engineering-agent-skills vaquarkhan.github.io Production-grade Agent Skills for data engineering AI agents: 73 workflows, platform prese 62 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,482 tok
ohad6k/VibeRaven viberaven.dev Supabase RLS checker and security scanner for Vercel + Supabase apps (CLI + MCP server): t 62 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 6,670 tok
kyechan99/chzzk-plus chromewebstore.google.com 🔋 Chzzk extension 62 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,357 tok
jaychouya/MemoryAgent An AI Agent with a cognitive memory architecture that remembers your preferences and under 61 GitHub Copilot 1 139 tok
microsoft/BC-Bench microsoft.github.io Inspired by SWE-Bench, for Business Central (AL) ecosystem. 61 Claude Code, Codex, GitHub Copilot 3 1,004 tok
shrec/UltrafastSecp256k1 shrec.github.io Ultra high-performance secp256k1 ECC engine | Python, Node.js, Rust, Go, C#, Swift, Java b 61 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,659 tok
Ekozmaster/Vibe-Reverse-Engineering A set LLM-Friendly tools for Cursor to Reverse Engineer binaries, specially games 61 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,317 tok
microsoft/Agent365-devTools The Microsoft Agent 365 DevTools CLI is a command-line interface tool designed to streamli 61 Claude Code, GitHub Copilot 13 5,798 tok
daryllabar/XrmUnitTest Xrm Unit Testing Framework With "In Memory" CRM server 61 GitHub Copilot, Cursor 2 1,163 tok
DamianEdwards/copilotd copilotd.damianedwards.dev Auto-dispatch copilot CLI instances based on GitHub issues 60 Claude Code, Codex, GitHub Copilot 2 1,292 tok
fuwenhao12/academic-ref-inserter 60 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 3,753 tok
spboyer/sensei spboyer.github.io Skill for iteratively improving SKILL.md frontmatter compliance using the Ralph loop patte 60 Codex, GitHub Copilot, OpenCode 2 2,518 tok
navikt/copilot ki-utvikling.nav.no All things Copilot, Agents, MCPs, Skills, and coding related AI features for the Norwegian 60 Codex, GitHub Copilot, OpenCode 6 5,654 tok
lossless-claude/lcm lossless-claude.com Lossless context management for Claude Code 60 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,522 tok
nim444/mcp-android-server-python MCP Android agent - This project provides an *MCP (Model Context Protocol)* server for aut 59 GitHub Copilot 1 590 tok
Azure-Samples/remote-mcp-functions-typescript This is a quickstart template to easily build and deploy a custom remote MCP server to the 59 GitHub Copilot 1 272 tok
oldskultxo/aictx aictx.org Repo-local continuity runtime for AI coding agents. Helps them continue from the same insp 59 Codex, GitHub Copilot, OpenCode 3 2,124 tok
cai-layer/cai getcai.app Press ⌥C on anything. Transform with AI, scripts, and shortcuts on any selection. 100% loc 59 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,492 tok
oculus-samples/Unity-InteractionSDK-Samples Sample projects to showcase the Unity Meta XR Interaction SDK. 59 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 9 1,117 tok
Open-Systems-Pharmacology/OSPSuite-R open-systems-pharmacology.org R package for the OSPSuite 59 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,462 tok