How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
b-open-io/bsv-mcp bsv-mcp.vercel.app An MCP Server for Bitcoin SV 22 Claude Code 1 1,693 tok
jstxn/agentdir Local-first Maildir-inspired work mailstore for software agents 22 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,038 tok
srwang0506/HatchPet-CapybaraLulu A lively Capybara Lulu desktop pet for Codex, with smooth expressive animation, task-aware 22 Claude Code, Codex, OpenCode 2 371 tok
KatherLab/llmaixweb A web interface for the LLMAIx framework. Information Extraction. 22 Claude Code, Codex, OpenCode 2 10,321 tok
tanghaojie/Cyber-AI-Forge tanghaojie.github.io AI-Native Enterprise Application Scaffold. An AI-driven intelligent enterprise application 22 Claude Code, Codex, OpenCode 2 3,933 tok
kninetimmy/orch Cross-host development orchestrator for Codex CLI and Claude Code CLI 22 Claude Code, Codex, OpenCode 2 804 tok
Mirrowel/Mirrobot-agent mirrowel.github.io Production-ready AI GitHub bot powered by OpenCode Automate issue analysis, PR reviews, an 22 GitHub Copilot 2
SaschaBrunnerCH/arcgis-maps-sdk-js-ai-context Install AI assistant context files for ArcGIS Maps SDK for JavaScript development. Support 22 Codex, OpenCode 1 2,049 tok
cpuguy96/StepCOVNet Deep Learning to Create StepMania SM FIles 22 Claude Code, Codex, Cursor, OpenCode 12 1,611 tok
rtb-1005/Course_Weight-Optimizer Northeastern University course selection weighting assistant 22 Codex, OpenCode 1 2,402 tok
F-U-S-E-E/FuseDevelopmentGroup 22 Codex, OpenCode 1 1,269 tok
Cloud-Eye-Prime/mcp-agent-forge Dispatch AI coding agents (Claude Code, Copilot, OpenCode) as MCP tools 22 Claude Code 1 131 tok
Mohabz35/agentic-saas-blueprint Production blueprint for building SaaS with Claude: prompts, theme system templates, and t 22 Claude Code 1 610 tok
shdsjh123-cpu/claude-code-blog-builder Claude Code plugin for AI-assisted blog content creation ? 4 subagents, /setup interview, 22 Claude Code 3 2,907 tok
jadedagher/seo-agent-stack Complete open-source system of AI agents for SEO — built for Claude Code. Analyze, plan, w 22 Claude Code 1 3,327 tok
engineeringwithtemi/acodeaday acodeaday.vercel.app Leetcode But Better With Spaced Repetition 22 Claude Code 2
AI-Nate/Cut-AI 22 Claude Code 2 1,447 tok
Kurogoma4D/file-search-mcp A specialized Model Context Protocol (MCP) server for full-text search within a filesystem 22 GitHub Copilot 1 1,101 tok
earthwalker17/agent-os Local-first AI project OS that turns coding models into reliable software agents with memo 22 Claude Code 1 2,447 tok
codearranger/claude-legal Pro-se / civil-practice drafting plugins for Claude Code: pleadings, motions, and orders f 22 Claude Code 1 13,184 tok
eunsanMountain/atlassian-skills pypi.org Token-efficient CLI for Atlassian Server/DC (Jira, Confluence, Bitbucket) — drop-in altern 22 Claude Code, Codex, OpenCode 2 2,004 tok
kombohq/company-brain Template for creating a long-term sync hub that checks your company's data sources into Gi 22 Claude Code, Codex, OpenCode 2 386 tok
Ezra144israel/governed-agent-skills ezra144israel.github.io Six skills tell coding agents how to work. Two guards enforce the parts that should not de 22 Claude Code, Codex, OpenCode 2 119 tok
WaveSpeedAI/wavespeed-cli wavespeed.ai WaveSpeed CLI — run any image, video, audio or 3D model from your terminal or coding agent 22 Claude Code 1 996 tok
daidaiJ/websearch-mcpserver A lightweight self-hosted personal AI web search solution supporting baidu/tavily/exa APIs 22 Codex, OpenCode 1 2,640 tok
IvoryCanvas/QAMap npmjs.com Local zero-LLM PR QA designer: turns commits and diffs into behavior lifecycles, QA scenar 22 Codex, OpenCode 1 286 tok
nirholas/pumpfun-claims-bot nirholas.github.io PumpFun GitHub social fee claim monitor — real-time Telegram feed for first-time creator f 22 GitHub Copilot 1 34 tok
mcpmux/mcp-mux mcpmux.com Configure MCP servers once, connect every AI client through a single local gateway 22 Claude Code, Codex, OpenCode 2 4,434 tok
arozumenko/sdlc-skills SDLC agents and skills for Claude Code, Cursor, Windsurf, Copilot 22 Claude Code, Codex, Gemini CLI, OpenCode 3 5,080 tok
buYoung/skills Initialize projects with AGENTS.md 1.1 standard support for seamless AI agent collaboratio 22 Codex, OpenCode 1 1,966 tok
towerwatchman/Atlas Atlas in Electron 22 Claude Code, Codex, OpenCode 2 1,199 tok
ARTPARK-SAHAI-ORG/calibrate calibrate.artpark.ai Core engine behind Calibrate, a framework for evaluating AI agents: speech-to-text, text-t 22 Claude Code 1 6,868 tok
krogh-jacobsen/unity-code-style-guide A C# code style guide for Unity projects 22 Codex, OpenCode 1 4,694 tok
likecoin/epub.ts likecoin.github.io A TypeScript fork of epubjs — parse and render EPUB documents in the browser. 22 Claude Code, Codex, GitHub Copilot, OpenCode 4 765 tok
Wardell-Stephen-CurryII/OpenNova This is an AI Agent project; it's used for learning. 22 Claude Code, Codex, OpenCode 2 1,760 tok
osolmaz/slophammer (Work in progress) Boilerplate reference implementations and tooling for coding projects, 22 Codex, OpenCode 1 330 tok
MidaTechnology/Situation-aggregation-monitoring A real-time global situation monitoring dashboard: aggregates multi-source news, market da 22 Claude Code, Codex, OpenCode 2 3,098 tok
Njones17/AI-agent-master-cyber-skills-list The most comprehensive cybersecurity skill pack for AI coding agents — 741 skills spanning 22 Claude Code 1 3,089 tok
re-cinq/wave re-cinq.github.io Multi-agent pipelines for AI-assisted development 22 Claude Code, Codex, Gemini CLI, OpenCode 29 4,733 tok
jiumigu/sycamore Sycamore — a personal life management system designed for individual use. Unifies daily re 22 Claude Code 1 1,684 tok
happyhappy-jun/writing-driven-autoresearch Multi-agent harness + complete run record of the 1st-place entry at Ralphthon@ICML2026 — t 22 Claude Code 1 1,575 tok
thaleslaray/smartzap smartzap-nine.vercel.app 22 Claude Code 1 2,562 tok
Hashevolution/James-RAG-Evol bestpractices.dev 🔐 Replayable RAG — a local-first, auditable knowledge-reasoning platform. Graph-RAG + app 22 Claude Code 1 12,174 tok
mattydsmith/things-cloud-mcp MCP server connecting Claude to Things 3 via Things Cloud 22 Claude Code 1 1,410 tok
Agusx1211/NewShoes The original Command & Conquer: Generals Zero Hour engine, ported to WebAssembly and playa 22 Claude Code, Codex, OpenCode 6 3,260 tok
gjsify/gjsify gjsify.github.io The full JavaScript ecosystem, native on GNOME 22 Claude Code, Codex, OpenCode 4 5,375 tok
daloyjs/daloy daloyjs.dev The first TypeScript REST API framework built for secure AI-assisted services. DaloyJS com 22 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,867 tok
johannesPettersson80/scena docs.rs Rust-native 3D scene-graph renderer for glTF/GLB, WebGPU/WebGL2, WASM, and headless render 22 Claude Code, Codex, OpenCode 17 8,457 tok
jamie950315/pplx-proxy Reverse proxy for Perplexity.ai — OpenAI-compatible API + MCP server using your Pro subscr 22 Codex, OpenCode 1 6,191 tok
MattArtzAnthro/gephi-ai mattartz.me Extends Gephi with AI capabilities. Includes a Gephi plugin for graph analytics, an MCP se 22 Claude Code, Codex, Gemini CLI, OpenCode 3 2,678 tok