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
apvlv/davinci-resolve-mcp A Model Context Protocol (MCP) server for interacting with DaVinci Resolve and Fusion 79 Codex, OpenCode 1 823 tok
lfglabs-dev/awesome-amp-code An unofficial curated list of resources for Amp, an AI coding agent. 79 Codex, OpenCode 1 385 tok
codenamev/ai-software-architect AI-powered architecture documentation framework with ADRs, reviews, and pragmatic mode. No 79 Claude Code, Codex, OpenCode 3 4,689 tok
melagiri/code-insights code-insights.app Turn your AI coding sessions into knowledge. 79 Claude Code 11 2,095 tok
Second-Inc/second docs.second.so The factory for custom internal software, purpose-built for human2agent work. 79 Claude Code, Codex, OpenCode 2 2,623 tok
JBurlison/MetaPrompts Meta Prompting to generate AI instructions, agents, skills & prompts 79 Claude Code, Codex 5 —
fengzhizi715/OpenVitamin OpenVitamin is a local-first AI execution platform that unifies Agents, Workflows, and mul 79 Codex, OpenCode 1 1,520 tok
layr-hq/layr A modular UX, design, and product optimisation system for turning AI-built interfaces into 79 Claude Code, Codex, OpenCode 2 351 tok
AlexPl292/awesome-claude-spinners A curated list of spinner verb packs for Claude Code 79 Claude Code 1 123 tok
brianlovin/notion-skills npmjs.com Use Notion as your source of truth for agent skills 79 Claude Code 1 387 tok
Automations-Project/VSCode-Perplexity-MCP npmjs.com Perplexity AI search, reasoning, research, and compute - MCP server, dashboard, and multi- 79 GitHub Copilot 1 453 tok
Lombiq/Tailwind-Agent-Skills Agent-optimized Tailwind CSS v4 documentation skill with local snapshots and indexing. 79 Codex, OpenCode 1 468 tok
ktol1/RedTeam-Agent RedTeam-Agent: AI-Powered Autonomous Red Team Framework via Model Context Protocol. An AI 79 Claude Code, Codex, GitHub Copilot 3 215 tok
i-dot-ai/lex lex.lab.i.ai.gov.uk UK legal API for AI agents and researchers. 79 Claude Code 1 —
dream-num/skills univer.ai Univer Skill enables AI tools to work directly with spreadsheets, Excel workbooks, and CSV 79 Codex, OpenCode 1 171 tok
naveedharri/benai-skills 79 Claude Code 1 6,426 tok
chussum/mobius chussum.github.io ∞ macOS menu bar app for switching Claude Code / OpenAI Codex / Claude Desktop accounts in 79 Claude Code 1 33,482 tok
nagi-studio/nagi-bench bench.nagi.fun One-shot LLM eval cases by NAGI STUDIO - same prompt, different agents (model + harness), 79 Codex, OpenCode 1 2,421 tok
7xuanlu/wenlan wenlan.app A living personal wiki. Wenlan turns your documents, notes, and AI chats into pages with l 79 Claude Code, Codex, OpenCode 5 1,448 tok
Neeeophytee/agent-stylebooks 11 installable editorial systems for AI agents, based on leading public style guides. 79 Claude Code, Codex, OpenCode 2 162 tok
taylormadearmy/u1-slicer-for-android 79 Claude Code, Codex, Gemini CLI, OpenCode 4 18,057 tok
foxibu/CTF-Solver 79 Claude Code 1 7,734 tok
MarlBurroW/hivekeep hivekeep.app Hivekeep is a self-hosted platform of autonomous, persistent personal AI agents. Your AI t 79 Claude Code 1 4,507 tok
maximem-ai/maximem_synap_sdk maximem.ai The memory and context-management layer for production AI agents. 95.6% on LongMemEval, 93 79 Codex, OpenCode 1 337 tok
scosman/vibe-crafting Not quite vibe-coding. Not quite boomer coding. Something else. 79 Claude Code 1 333 tok
the-agency-ai/the-agency The Agency monorepo - framework development, MockAndMark, services 79 Claude Code 10 446 tok
discourse/discourse-mcp MCP client for Discourse sites 79 Codex, OpenCode 1 1,809 tok
kesha-antonov/react-native-chat kesha-antonov.github.io The most complete chat UI for React Native & Web - streaming AI messages, emoji reactions, 79 Codex, GitHub Copilot, OpenCode 2 7,273 tok
tuna1999/dnspy-mcp MCP extension for dnSpy 79 Claude Code 1 6,113 tok
bobmatnyc/claude-mpm-skills Curated collection of Claude Code skills for intelligent project development with progress 79 Claude Code 1 1,440 tok
stacklok/brood-box CLI tool for running coding agents inside hardware-isolated microVMs 79 Claude Code 1 5,203 tok
jgouviergmail/LIA-Assistant lia.jeyswork.com Smart multi-agent conversational assistant with LangGraph orchestration, Human-in-the-Loop 79 Claude Code, Codex, OpenCode 2 62,176 tok
PVRLabs/aibadger pvrlabs.xyz AI Badger - Local-first tool that extracts focused repo context for any AI chat (Claude, C 79 Codex, OpenCode 1 331 tok
CCDawn/Vibelution Local multi-Agent platform: build AI teams that communicate, collaborate, and evolve for a 79 Codex, Cursor, OpenCode 2 3,726 tok
sdeonvacation/opencode-x Open-source Claude Code alternative. Provider-agnostic, MIT licensed. Native Claude Code h 78 Claude Code, Codex, OpenCode 12 1,522 tok
wenb1n-dev/SmartDB_MCP Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, MariaDB,DM8,Ora 78 Claude Code 1 3,168 tok
vhscom/private-landing private-landing.vhsdev.workers.dev 🔐 Learn authentication by building it right. An extensible, standards-compliant reference 78 Claude Code 1 1,808 tok
TSchonleber/brainctl A cognitive memory system for AI agents. Single SQLite file. MCP server included. 78 Claude Code 1 6,298 tok
wham/github-brain An experimental GitHub MCP server with local database. 78 Claude Code, Codex, OpenCode 2 103 tok
moru-ai/moru moru.io Run AI Agents in the cloud 78 Claude Code, Codex, OpenCode 2 4,294 tok
juntoku9/Sessory Shared memory for AI coding sessions. 78 Claude Code 1 522 tok
smith-horn/skillsmith skillsmith.app Shared skills, safe for production. 78 Claude Code 7 38,190 tok
whiteboardmonk/agcluster-container agcluster.dev Self-hosted platform for Claude Agent SDK agents. Container isolation, real-time execution 78 Claude Code, Codex, OpenCode 2 5,418 tok
workstream-labs/workstreams IDE for parallel AI coding agents 78 GitHub Copilot 15 9,773 tok
Reim-developer/Sephera sephera.vercel.app Answer "what breaks if I change this?" Reverse dependency analysis, cycle detection, and t 78 Codex, OpenCode 1 1,736 tok
XiaoYiWeio/deepsafe-scan Universal preflight security scanner for AI coding agents — Detects hooks injection, crede 78 Claude Code, Codex, Cursor, OpenCode 3 1,625 tok
StarRocks/starrocks-debug-skills The official repository for StarRocks debug skills. Includes structured workflows and case 78 Claude Code 1 —
baldaworks/callee Markdown-defined provider-backed agents and deterministic workflows for ACP runtimes. 78 Claude Code, Codex, OpenCode 3 355 tok
Netxeo/skill-file-security security.ai-dev-skills.com One command. 29 battle-tested security checks built into every AI coding assistant you alr 78 Claude Code 1 725 tok
mirno-ehf/ue5-mcp Let AI edit your Unreal Engine Blueprints. MCP server plugin for Claude Code — describe wh 78 Claude Code 1 3,085 tok