How real projects configure their agents

32,137 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
1ch1n/mychatarchive mychatarchive.com Local-first AI memory archive. Import ChatGPT, Claude, and Grok exports, generate semantic 65 Claude Code 1 422 tok
deancourse/agent-skill-lecture-builder youtu.be Provide a theme or Markdown script and generate a single HTML course page through Agent Sk 65 Claude Code, Codex 2
geekfujiwara/CodeAppsDevelopmentStandard An AI-first development standard for building business systems with Power Platform & Azure 65 Claude Code, Codex, GitHub Copilot 26
crystian/skill-map skill-map.ai Map, inspect, and audit AI-agent markdown ecosystems (skills, agents, commands, hooks) as 65 Claude Code, Codex, OpenCode 17 10,079 tok
qingchencloud/cj2api cj2api.qt.cool Convert ChatJimmy into an OpenAI-compatible API using a Cloudflare Worker | Zero-cost depl 65 Claude Code, Codex 3
zwl467135974/lumina Lumina is an enterprise-grade AI Agent development framework built on AgentScope Java and 65 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 17 9,612 tok
PrefectHQ/fastmcp-ts fastmcp-ts.docs.prefect.io The official FastMCP TypeScript library for building MCP servers, clients, and apps 🏎️ 🏎 65 Claude Code, Codex, OpenCode 2 16,946 tok
7xuanlu/wenlan wenlan.app Wenlan is a knowledge base for the AI-native age. Your AI agents capture what they learn, 65 Claude Code, Codex, OpenCode 5 1,448 tok
pug-sh/pug pug.sh Open-source product analytics 65 Claude Code 1 13,983 tok
roedyrustam/vibes-plug npmjs.com Universal Multi-Agent Swarm Plugin with specialized skills for Antigravity (AGY), Claude C 65 Claude Code, Codex, Cursor, OpenCode 3 4,279 tok
grahama1970/claude-task-runner 65 Claude Code 1 3,119 tok
outscal/video-generator Generates video using ai 65 Claude Code 7
ldbumble/taskuary taskuary.com Automate your job: local-first AI task hub. Email, Teams, Slack & reports -> one timeline 65 Claude Code 1
brennhill/Kaboom-Browser-AI-Devtools-MCP gokaboom.dev Kaboom AI DevTools — Browser DevTools for AI coding assistants via MCP 65 Claude Code, Codex, OpenCode 3 7,405 tok
sergebulaev/instagram-skills cccrafts.ai Instagram marketing skills for Claude Code and Codex: captions, carousels, hooks, hashtag 65 Claude Code, Codex, OpenCode 2 3,556 tok
AlexanderMattTurner/agent-glovebox A minimal-friction secure experience that lets agents do their work. (beta) 64 Claude Code, Codex, GitHub Copilot, OpenCode 39 12,078 tok
Kastalien-Research/thoughtbox thoughtbox.kastalienresearch.ai Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision 64 Claude Code, Codex, OpenCode 5 4,519 tok
yoda-digital/mcp-gitlab-server opensource.yoda.digital Production-grade GitLab MCP server with 86 tools — full GitLab control from any AI agent ( 64 Claude Code 1 993 tok
shredEngineer/Archive-Agent wilhelm.dev Find your files with natural language and ask questions. 64 Claude Code 1 10,053 tok
Jeffrey0117/ClaudeBot Not a pipe to Claude. A command center on your phone. — Telegram bot for Claude Code CLI w 64 Claude Code 1 1,002 tok
tmchow/agent-skills Cross-platform AI agent skills (SKILL.md) installable via npx skills / gh skills 64 Claude Code, Codex, OpenCode 2 3,586 tok
panguard-ai/panguard-ai panguard.ai Open-source security platform for AI agents -- audits skills before install, monitors 24/7 64 Claude Code 18
imdinu/apple-mail-mcp imdinu.github.io Apple Mail MCP server with full-coverage FTS5 body search. Reliable on large mailboxes whe 64 Claude Code 1 5,709 tok
archcore-ai/cli archcore.ai Git-native context engineering CLI and MCP server for AI coding agents. Keep specs, ADRs, 64 Claude Code, Codex, OpenCode 7 6,949 tok
Thurbeen/thurbox thurbox.thurbeen.eu TUI for agentic code orchestration 64 Claude Code, Codex 13 4,068 tok
soniqo/speech-studio soniqo.audio Open-source desktop voice-cloning studio for creators — clone a voice, script lines with e 64 Claude Code, Codex, OpenCode 2 4,493 tok
PriorLabs/relarena arxiv.org Open and Reproducible Benchmarking for Relational Learning 64 Claude Code, Codex, OpenCode 2 1,496 tok
codescene-oss/codescene-mcp-server The CodeScene MCP Server exposes CodeScene’s Code Health analysis as local AI-friendly too 64 Claude Code, Codex, GitHub Copilot, OpenCode 11 590 tok
whats2000/isaacsim-mcp-server Isaac Simulation MCP Extension and Server 64 Claude Code 1 3,594 tok
BetterThanTomorrow/calva-backseat-driver marketplace.visualstudio.com VS Code AI Agent Interactive Programming. Tools for CoPIlot and other assistants. Can also 64 Claude Code, Codex, GitHub Copilot, OpenCode 7 5,540 tok
sdimitrov/mcp-memory MCP Memory Server with PostgreSQL and pgvector for long-term memory capabilities 64 Claude Code 1 225 tok
Superfleys/agent-spec A reusable JSON template that governs how AI coding agents build your software. Defines ag 64 Claude Code 1
marcolang/Marketing-Skills Top marketing marketing skills for Claude Code. 64 Claude Code 1
robzilla1738/Codex-Workflows Workflow-as-code orchestration for Codex 64 Claude Code, Codex, OpenCode 2 1,048 tok
dnnyngyen/iron-manus-mcp Iron Manus MCP 64 Claude Code 1 497 tok
shikajiro/claude-code-skill-example This is a sample of Cloud Code Skills. 64 Claude Code 4
plurigrid/asi everything is topological chemputer! 64 Claude Code 5
verygoodplugins/mcp-automem automem.ai MCP client for AutoMem — give Claude, Cursor, Codex, and other MCP tools durable graph+vec 63 Claude Code, Codex, OpenCode 2 8,177 tok
TetiAI/hivebox tetiai.github.io Lightweight Linux sandbox for AI agents. Kernel-native isolation (namespaces, cgroups, sec 63 Claude Code 1
openSVM/solana-mcp-server opensvm.github.io solana mcp sever to enable solana rpc methods 63 Claude Code 10 1,821 tok
mirror29/openfinclaw-cli hub.openfinclaw.ai One-stop quant-trading AI agent — research · strategy · backtest · paper trade from one pr 63 Claude Code 1 3,441 tok
BinaryFroggy/Hopet A macOS desktop AI pet that mirrors your Claude Code & Codex CLI session state in real tim 63 Claude Code, Codex, OpenCode 2 3,108 tok
byenzyme/enzyme-skill Agent Skill for exploring Obsidian vaults with Enzyme — self-contained, cross-agent compat 63 Claude Code 1 198 tok
simion/reviewd Local AI pull request reviewer — review GitHub and BitBucket PRs right from your terminal, 63 Claude Code 1 798 tok
2234839/mcpserver linux.do Give Claude Code + GLM the ability to see 63 Claude Code 1 2,968 tok
mochow13/keen-code mochow13.github.io A context-aware terminal-based coding agent written in Go. Supports multiple-providers, MC 63 Claude Code, Codex, OpenCode 3 292 tok
luna-prompts/skillnote lunaprompts.com The open-source skill registry for AI coding agents. Create, manage, and distribute SKILL. 63 Claude Code 1 2,386 tok
ClaudeCodeUsage/ClaudeCodeUsage A VSCode extension that monitors Claude Code usage and costs directly in your status bar. 63 Claude Code, Codex, OpenCode 2 2,932 tok
yfge/ai-video-studio AI video production workflow platform for professional short drama teams. Timeline-first, 63 Claude Code, Codex, Gemini CLI, OpenCode 6 1,434 tok
storybook-astro/storybook-astro storybook-astro.org 63 Claude Code, Codex, OpenCode 8 5,548 tok