How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
mkdnsite/mkdnsite mkdn.site Markdown-native websites. HTML for humans, Markdown for agents. Zero build. 12 Claude Code 1 2,093 tok
JosephOIbrahim/Synapse Your AI assistant inside Houdini 22. Describe a task, inspect the nodes it builds, and kee 12 Claude Code, Codex, OpenCode 52 12,582 tok
lsegal/aviary aviary.bot Aviary is a full AI assistant platform. Connect your AI models to Slack, Signal, Discord, 12 Claude Code, Codex, Gemini CLI, OpenCode 4 383 tok
Sompote/plaxisMCP 12 Claude Code 1 —
whw23/searxng_http_mcp A zero-install, cloud-hosted SearXNG MCP server over HTTP — no local runtime required. 12 Claude Code 1 19 tok
jkeskikangas/skills Portable, rubric‑graded authoring + review workflows for AI agent skills 12 Claude Code, Codex, OpenCode 2 1,641 tok
DamiMartinez/scrapeagent Open source web scraping multi-agent system implemented with Google ADK 12 Claude Code 1 816 tok
instantcms-dev/instantcms-mcp npmjs.com MCP Server - AI assistant for InstantCMS development 12 Claude Code, Codex, OpenCode 2 858 tok
aoagents/ReverbCode 12 Claude Code, Codex, OpenCode 2 2,125 tok
thecolab-ai/the-for-good-project thecolab.ai An open research commons where people and AI agents work together to solve New Zealand's b 12 Claude Code, Codex, OpenCode 5 5,231 tok
cornball-ai/pensar 12 Claude Code 1 1,232 tok
ils15/pantheon-legacy 14 specialized AI agents for TDD-driven developmen 12 Claude Code, Codex, OpenCode 3 1,534 tok
chenzc24/t28-ioring 12 Claude Code, Codex, OpenCode 2 2,773 tok
RuBiCK/ynab-sqlite-export Dump your entire YNAB account into a local SQLite file. Zero dependencies, incremental syn 12 Claude Code, Codex, OpenCode 2 293 tok
ag2ai/ag2-skills Agent Skills for AG2 developers 12 Claude Code, Codex, OpenCode 2 1,526 tok
RetroCode-Org/RetroCode retro-code-dngt.vercel.app Turn your agent inference traces into insights that benefits future work 12 Claude Code 1 1,043 tok
sso-ss/vibe-ship-it vibe-ship-it.vercel.app AI skills and agents that help designers vibe-code their ideas to life. 14 skills, 4 agent 12 Claude Code, GitHub Copilot 11 2,406 tok
RZX00/deepseek-harness-desktop DeepSeek Harness with a Windows desktop build: an Electron shell over the dsh web profile, 12 Claude Code, Codex, OpenCode 13 3,562 tok
moasq/agentic-ship Open-source toolkit for shipping real products with coding agents: durable product contrac 12 Claude Code, Codex, OpenCode 4 12,260 tok
YawLabs/ctxlint yaw.sh Lint your AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your codebase 12 Claude Code 1 96 tok
celinval/snapcrab celinval.github.io Experimental Rust interpreter 12 Claude Code, Codex, OpenCode 2 2,224 tok
eaopen/eap-boot An open enterprise application platform that integrates various open-source projects as a 12 Claude Code, Codex, OpenCode 2 963 tok
pedrohcgs/Claude-Mini 4-hour Notre Dame faculty seminar on agentic AI for academic research — Quarto slides + cu 12 Claude Code 4 1,337 tok
tanchihq/tanchi tanchi.io Autonomous B2B prospecting engine. The AI sources, researches and writes your outreach eve 12 Claude Code 1 346 tok
jkitchin/crucible LLM-compiled knowledge base: ingest papers, notebooks and data, and distill them into an i 12 Claude Code 1 1,101 tok
3xLABS/bachelor skills und anleitung zum schreiben von wissenschaftlichen arbeiten 12 Claude Code 9 —
deeptoai-com/kin kin.deeptoai.com Kin — web-based autonomous co-work agent platform 12 Claude Code 1 9,414 tok
michigoetz/tpm-use-cases TPM AI Playbook 12 Claude Code 1 417 tok
z19r/whetstone whetstone.z19r.com whetstone | incredible optimization and caching for claude code | 💦🪨 12 Claude Code 1 6,106 tok
dweekly/ftr ftr.networkweather.com Fast TraceRoute: massively parallel CLI & Rust library for network observation 12 Claude Code 2 1,814 tok
alexandre-schaffner/revv Revv is an AI-powered code review desktop application. It's a Tauri v2 desktop app with a 12 Claude Code, Codex, OpenCode 2 11,338 tok
TrevorS/dot-claude 12 Claude Code 3 289 tok
shayarnett/love2d-mcp MCP server for LÖVE2D game development - enables AI assistants to interact with running ga 12 Claude Code 1 331 tok
mycelium-cmbse/mycelium-hypha stariongroup.eu Hypha is the AI agent of the Mycelium ecosystem, a connecting filament between engineers a 12 Claude Code, GitHub Copilot 2 6,381 tok
easlie114514/AICraft An Agent software that supports AI role profiles, fast seamless switching between multiple 12 Claude Code 1 —
pasunboneleve/oiticica-style A century-old style manual, converted into a taxonomy of agentic writing skills. 12 Claude Code, Codex, OpenCode 5 800 tok
plugin87/full-stack-design-skills Framework-agnostic UX/UI & frontend curriculum for Claude Code — 15 Agent Skills + 6 live 12 Claude Code 15 —
coreyhines/opnsense-mcp 12 Claude Code 3 3,773 tok
j0ruge/skills_commands_manager Chewiesoft Marketplace — Claude Code plugin marketplace with skills and commands for devel 12 Claude Code 2 3,354 tok
CodeDuet/codeduet-microvm-ai-agent-sandbox MicroVM AI agent sandbox system using Cloud Hypervisor and Python with support for both Li 12 Claude Code 4 693 tok
space-cap/naver-blog-mcp naver-blog-mcp 12 Claude Code 1 1,259 tok
ApocryphalWord/KindroidMCP 12 Claude Code 1 1,040 tok
svhov/1c-litecode-mcp MCP server for searching the metadata and code configuration graph of 1C. Office-machine v 12 Claude Code 1 403 tok
jeweis/mcpcat mcp 12 Claude Code, Codex, OpenCode 2 2,012 tok
AkashGoenka/coldstart coldstartmcp.dev Self-maintaining and persistent codebase memory for AI coding agents — a deterministic AST 12 Claude Code 1 1,181 tok
Nmor/the-claude-council A principal-level, 16-division multi-agent Council for Claude Code. Drop-in ~/.claude/ con 12 Claude Code 1 797 tok
AryanBV/pdf-toolkit-mcp npmjs.com Write-capable PDF toolkit for any MCP client: 22 tools to read, create, render, encrypt, a 12 Claude Code 1 6,576 tok
NikiforovAll/claude-code-hub nikiforovall.blog Agent Development Environment (ADE) 12 Claude Code 1 2,562 tok
niederme/ai-quota macOS menubar utility to monitor your AI coding quota — track OpenAI Codex and Claude Code 12 Claude Code 1 1,200 tok
ivan-magda/mobile-design-skills Mobile design skills for iOS (Liquid Glass) and Android (M3 Expressive) that help AI agent 12 Claude Code, Codex, OpenCode 2 274 tok