How real projects configure their agents

44,931 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
GreyGunG/grokbuild-proxy A local self-hosted Grok Build → Claude Code / OpenAI-compatible proxy | Local self-hosted 159 Claude Code 1 653 tok
lgallard/terraform-aws-backup Terraform module to create AWS Backup plans. AWS Backup is a fully managed backup service 159 Claude Code 1 4,533 tok
severity1/claude-code-auto-memory Claude Code plugin that automatically maintains CLAUDE.md files 159 Claude Code 1 2,327 tok
marchev/claudit MCP server for searching Solodit smart contract security findings 159 Claude Code 1 —
Vortiago/mcp-outline A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline docu 159 Claude Code 4 4,673 tok
willibrandon/pixel-mcp MCP server for creating pixel art with Aseprite through AI assistants. Supports animation, 159 Claude Code 1 2,726 tok
HybridAIOne/hybridclaw hybridclaw.io Enterprise-ready self-hosted AI assistant runtime with sandboxed execution, secure credent 159 Claude Code, Codex, OpenCode 2 8,438 tok
WhitzardAgent/AgentGuard whitzard.tech AgentGuard: Zero-Trust Security Foundation for AI Agents 159 Codex, OpenCode 1 1,264 tok
NeoTheCapt/RedteamAgent An AI red-team agent for authorized labs and web app pentesting workflows. Turns Claude Co 159 Claude Code 1 —
Jesseovo/PaperCash jesseovo.github.io 📄 AI Skill for the complete academic paper workflow — search 200M+ papers, generate liter 159 Codex, OpenCode 1 473 tok
diegosouzapw/OmniGlyph Cut your Claude bill 59–70% by rendering bulky LLM context as dense PNG pages — 100% read 159 Claude Code, Codex, Gemini CLI, OpenCode 3 2,239 tok
khromov/svelte-llm-mcp svelte-llm.stanislav.garden Svelte developer documentation as an MCP and in llms.txt format 159 Claude Code 2 2,007 tok
Haleclipse/Claudiatron 159 Claude Code 1 1,746 tok
theodo-group/debug-that theodo-group.github.io Universal debugger CLI built for AI agents. Allows Claude Code and Codex to debug much fas 159 Claude Code, Codex 3 860 tok
adobe/spectrum-design-data opensource.adobe.com Design data, including design tokens, component schemas, and tooling for Spectrum, Adobe's 159 Claude Code, Codex, GitHub Copilot, OpenCode 15 3,004 tok
wvlet/wvlet wvlet.org Wvlet: a flow-style query language that compiles to SQL for DuckDB, Trino, Snowflake, and 159 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 9,031 tok
dangreenisrael/eslint-plugin-jest-formatting ESLint rules for formatting test suites written for jest. 159 Codex, OpenCode 1 1,938 tok
DanielSuo117/velocitai Next-generation UI automation harness powered by Python & Playwright. Chat with AI Agents 158 Claude Code, Codex, Gemini CLI, OpenCode 7 2,193 tok
tctinh/agent-hive 158 Claude Code, Codex, GitHub Copilot, OpenCode 20 3,387 tok
openclaw/clawdinators Declarative infra + NixOS modules for CLAWTINATOR hosts. 158 Codex, OpenCode 1 2,033 tok
johnpapa/heroes-angular papa-heroes-angular.azurewebsites.net Tour of Heroes app written with Angular 158 Codex, GitHub Copilot, OpenCode 2 2,253 tok
cihologramas/pyoptools Python tools for optical design 158 Codex, OpenCode 1 686 tok
qiniu/go-sdk golang sdk 158 Claude Code, Codex, GitHub Copilot, OpenCode 9 3,919 tok
getArbor-dev/arbor getarbor.dev Graph-native code intelligence that replaces embedding-based RAG with deterministic progra 158 Claude Code, GitHub Copilot 2 4,303 tok
PayRam/payram-mcp mcp.payram.com Connect to hosted payram helper at: https://mcp.payram.com 158 Claude Code 1 673 tok
raullenchai/vnsh vnsh.dev One workspace all your AI agents can read and write. Encrypted client-side, model-agnostic 158 Claude Code, Codex, OpenCode 2 867 tok
FredAntB/Spec-Driven-Development A Claude skill that keeps your AI coding tools from contradicting each other. Generates r 158 Claude Code, GitHub Copilot 2 896 tok
Epistates/turbovault Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an intelligent 158 Claude Code 1 5,085 tok
bobmatnyc/claude-mpm Claude Multi-Agent Project Manager — multi-channel orchestration, GitHub-first SDK mode, a 158 Claude Code 17 1,695 tok
eugenepyvovarov/CodeAgentsMobile x.com Mobile agents backed by opencode 158 Claude Code, Codex, OpenCode 2 3,508 tok
oaustegard/claude-skills austegard.com My collection of Claude skills 158 Claude Code, Codex, OpenCode 4 7,238 tok
opensearch-project/opensearch-mcp-server-py 158 Codex, OpenCode 1 376 tok
rusiaaman/chat.md An md file as a chat interface and editable history in one. 158 Claude Code 1 561 tok
heptameta/heptabase-cli-skills Agent skills for Heptabase CLI. 158 Claude Code, Codex, OpenCode 2 281 tok
lanbaoshen/mcp-jenkins pypi.org The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins wit 158 Codex, OpenCode 1 856 tok
liebaojun/MakoCode MakoCode — Mozi Edition Agent | Galgame-style desktop AI Agent for experiencing the fun of 158 Claude Code, Codex 3 2,535 tok
wsshow/feikong-teams fkteams.wsshow.top A multi-agent collaborative AI assistant with command-line and web interfaces, offering te 158 Codex, OpenCode 1 2,729 tok
CyberStrategyInstitute/ai-safe2-framework cyberstrategyinstitute.com The Universal Governance, Risk, Compliance (GRC) Operating System with Integrated Security 158 Codex, OpenCode 1 3,120 tok
AgentEvalHQ/AgentEval agenteval.dev AgentEval is the comprehensive .NET toolkit for AI agent evaluation—tool usage validation, 158 Claude Code, Codex, GitHub Copilot, OpenCode 15 24,461 tok
coleam00/hyperframes-ai-video-generation Archon workflow that turns any URL into a polished AI-voiced and generated HyperFrames Sho 158 Claude Code 7 1,971 tok
zilliztech/mfs zilliztech.github.io A context harness for AI agents: all your scattered context — code, memory, docs, database 158 Claude Code, Codex, OpenCode 2 1,784 tok
28naem-del/mnemosyne mnemosy.ai Auditable, local-first memory for AI agents in one SQLite file. MCP server for Claude Code 158 Codex, OpenCode 1 1,285 tok
LegalQuants/lq-ai legalquants.github.io Open-source AI for legal teams. Bring your own keys, run it where you want, own your data. 158 Claude Code 1 4,085 tok
Infrasity-Labs/dev-gtm-claude-skills infrasity.com Open-source Claude skills for GEO, AI discoverability, and developer GTM workflows. Built 158 Claude Code 2 —
fuzhengwei/WaLiAPI walicode.xiaofuge.cn WaLiAPI is a locally running desktop LLM API gateway (Tauri 2 + React + Rust). It supports 158 Codex, OpenCode 1 4,003 tok
chris-schra/mcp-funnel Finally, a proxy that does what grep does for logs - filters out the noise. Stop carrying 158 Claude Code, Codex, OpenCode 2 637 tok
amidabuddha/console-chat-gpt Python CLI for AI Chat with MCP support 158 Codex, OpenCode 1 412 tok
ProfSynapse/nexus 158 Claude Code, Codex, OpenCode 13 8,823 tok
gpsaggese/helpers Development system 158 Claude Code 3 1,340 tok
docToolchain/diagrams.net-intellij-plugin plugins.jetbrains.com An IntelliJ plugin which allows you to edit diagrams.net (formerly known as draw.io) diagr 157 Claude Code 1 2,102 tok