How real projects configure their agents

43,579 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
enmanuelmag/agent-harness-kit stack.cardor.dev A provider-agnostic scaffolding kit for running structured multi-agent workflows in your c 181 Codex, OpenCode 1 859 tok
stoneforge-ai/stoneforge stoneforge.ai A web dashboard and runtime for orchestrating AI coding agents 181 Claude Code, Codex, OpenCode 3 2,928 tok
heardlabs/heard Jarvis for your coding agents — the voice layer for Claude Code, Codex, OpenClaw, Hermes & 181 Claude Code, Codex, OpenCode 2 3,535 tok
sivaprasadreddy/sivalabs-agent-skills Spring Boot skills for AI coding agents 181 Codex, OpenCode 1 359 tok
chainstacklabs/polymarket-alpha-bot Find alpha, manage positions in Polymarket 181 Claude Code, Codex, OpenCode 11 1,304 tok
jacob-bd/relay-ai Relay any model into any coding agent 181 Claude Code, Codex, OpenCode 2 16,082 tok
HelpFreedom/kadr AI-native GPU-accelerated video editor with Claude Code built into the timeline 181 Claude Code 1 7,389 tok
Azure-Samples/python-mcp-demos 181 Codex, OpenCode 1 511 tok
ArcInstitute/SRAgent LLM agents for working with the SRA and associated bioinformatics databases. 181 Codex, Gemini CLI, OpenCode 2 631 tok
T1nker-1220/UltraContextAI portfolio-marquez.vercel.app Hire/Contact me: [email protected] https://forum.cursor.com/t/rules-for-u 181 Cursor 1 2,153 tok
openshift-examples/web examples.openshift.pub 🚀 Content of examples.openshift.pub 181 Claude Code, Codex, OpenCode 4 1,454 tok
FredericMN/Coder-Codex-Gemini CCG multi-model collaboration framework: Claude + Coder + Codex + Gemini | Supports both C 180 Claude Code 1 1,438 tok
aws-samples/sample-host-openclaw-on-amazon-bedrock-agentcore 180 Claude Code, Codex, OpenCode 2 14,312 tok
pragunbhutani/dbt-llm-agent ragstar.vercel.app LLM based AI Agent to automate Data Analysis for dbt projects with remote MCP server 180 Claude Code 1 2,285 tok
skilld-dev/vue-ecosystem-skills Agent Skills for the Vue ecosystem, written from current docs, issues, and releases 180 Claude Code 1 231 tok
nextlevelbuilder/skillx skillx.sh SkillX.sh — The Only Skill That Your AI Agent Needs. AI agent skills marketplace with sema 180 Claude Code 1 2,250 tok
echoVic/blade-code echovic.github.io AI-powered CLI coding agent with 20+ built-in tools, MCP support, and multi-model provider 180 Codex, OpenCode 1 1,038 tok
skills/expand-your-team-with-copilot Let Copilot coding agent tackle your issues directly on GitHub. No coding environment need 180 GitHub Copilot 1 13 tok
Hyper-Beast/BiliTVNative BiliTVNative 180 Codex, OpenCode 1 2,564 tok
kairyou/agent-tools Reusable Agent Skills, plus integrations (statusline, provider usage, vision) that install 180 Claude Code, Codex, OpenCode 2 569 tok
AwesomeJun/CC-statusline An aesthetic statusline for Claude Code by awesomejun 180 Claude Code 1 1,037 tok
hanzili/comet-mcp MCP Server connecting to Perplexity Comet browser 180 Claude Code 1 530 tok
iPythoning/b2b-sdr-agent-template pulseagent.io Open-source AI SDR template for B2B export. 10-stage sales pipeline, 10 cron jobs, 4-engin 180 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,153 tok
CursorTouch/MacOS-MCP Lightweight MCP server for computer use in MacOS 180 Claude Code 1 1,096 tok
verygoodplugins/whatsapp-mcp WhatsApp MCP server - Connect Claude to WhatsApp for reading and sending messages 180 Claude Code, Codex, OpenCode 2 2,335 tok
Automattic/mcp-wordpress-remote 180 Claude Code, Codex, OpenCode 2 548 tok
pass-agent/loomkin What if AI agents could form teams as fluidly as humans? Spawn specialists in milliseconds 179 Claude Code, Codex, GitHub Copilot, OpenCode 16 780 tok
dylanfeltus/skills A library of AI agent skills for research and design 179 Codex, OpenCode 1 141 tok
cexll/codex-mcp-server Codex Mcp Server 179 Codex, OpenCode 1 753 tok
Cannon07/code-preview.nvim A Neovim plugin that shows a live diff preview of AI coding agent's file edits before you 179 Codex, OpenCode 1 134 tok
jentic/jentic-one jentic.com Self-hosted execution layer for AI agents: connect any agent to real APIs, scope exactly w 179 Claude Code, Codex, Gemini CLI, OpenCode 4 4,539 tok
Lulzx/cuda-metal CUDA compiler and runtime for Apple Silicon 179 Codex, OpenCode 1 1,077 tok
magnus919/hermes-profiles Curated Hermes Agent profiles for specialist swarms — opinionated, Hermes-optimized, artif 179 Codex, OpenCode 1 798 tok
microsoft/Agents-for-net This repository is for active development of the Microsoft 365 Agent SDK components for .N 179 Claude Code, GitHub Copilot 13 5,944 tok
suriyel/longtaskforagent 178 Claude Code 1 5,474 tok
aipotheosis-labs/gate22 gateway.aci.dev Open-source MCP gateway and control plane for teams to govern which tools agents can use, 178 Codex, OpenCode 1 417 tok
joelhooks/opencode-vibe opencode.ai 🏄‍♂️ Next.js 16 web UI for OpenCode - real-time chat with streaming, SSE sync, and React 178 Claude Code, Codex, OpenCode 2 5,096 tok
RedWoodOG/Hermes-Desktop Hermes_Desktop 178 Codex, GitHub Copilot, OpenCode 10 12,836 tok
ZCZHAO-1999/shakespeare-writing-studio Agent-ready writing studio for Chinese WeChat articles, English essays, research writing, 178 Claude Code, Codex, OpenCode 1 474 tok
Vvkmnn/claude-historian-mcp npmjs.com 📜 An MCP server for conversation history search and retrieval in Claude Code 178 Claude Code 1
yologdev/yoagent yologdev.github.io The agent loop for Rust — stream from 7 LLM protocols, run tools, loop until done. 178 Claude Code 1 2,957 tok
Lomnus-ai/TokenBurner A Claude Code skill that burns tokens on demand. Stress test, inflate metrics, or just set 178 Claude Code 1
heypinchy/pinchy heypinchy.com Self-hosted AI agent platform built on OpenClaw. Enterprise-ready, offline-capable, open s 178 Claude Code, Codex, OpenCode 10 37,124 tok
Impertio-Studio/Frappe_Claude_Skill_Package 60 deterministic Claude AI skills for Frappe Framework & ERPNext v14-v16 development and o 178 Claude Code 1 4,735 tok
Nicolasvegam/garmin-connect-mcp MCP server for Garmin Connect — access 61 health, fitness and activity tools from any AI a 178 Claude Code 2 1,182 tok
ECPay/ECPay-API-Skill ECPay API Skill is an API AI Skill package—install it in AI coding assistants (Claude Code 178 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 13,391 tok
rustfs/console rustfs.com A modern, responsive web management console for RustFS distributed file system, built with 178 Claude Code, Codex, OpenCode 2 2,320 tok
whchoi98/claude-code-workshop claude-code-workshop 178 Claude Code 1 1,002 tok
lmwilki/civ6-mcp civ6-mcp.lwilko.com An MCP server that lets LLM agents play Civilization VI. 178 Claude Code, Codex, Gemini CLI, OpenCode 3 5,820 tok
bartolli/claude-code-typescript-hooks 178 Claude Code 1 1,034 tok