How real projects configure their agents

22,170 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
Aetheria-Labs1/storefront-skills AI skill for building Shopify landing pages 8 Codex, OpenCode 1 563 tok
SummerSec/SumSec-Skills SummerSec personal custom Skill repository 8 Claude Code, Codex, OpenCode 6 4,050 tok
elmochilyas/laraskills 8 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 10 6,522 tok
Looted/kibi Kibi is a requirement-conformance layer for AI coding agents that keeps product intent con 8 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,280 tok
franklesniak/copilot-repo-template Reusable template for AI-assisted repositories with shared coding-agent instructions, CI v 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 13 141,988 tok
Eliyce/paqad-ai paqad.ai Spec-driven development framework — AI agents that think before they type 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 6 652 tok
YosefHayim/launch-store npmjs.com Self-hosted CLI for building, signing, and shipping Expo/React Native apps to TestFlight a 8 Claude Code, Codex, OpenCode 6 2,310 tok
vepo/issues Sistema de Gestão de Mudanças 8 Claude Code, Codex, Cursor, OpenCode 25 4,153 tok
flanliulf/aiforge Sync AI coding configurations from any Git repository to Copilot, Claude Code, Cursor, and 8 Claude Code, Codex, Gemini CLI, OpenCode 53 1,374 tok
timstewart-dynatrace/Best-Practice-Notebooks ** not officially supported by Dynatrace ** these notebooks were sourced from official doc 8 Codex, OpenCode 1 1,807 tok
yldgio/vibe-vscode VS Code development workspace with GitHub Copilot instructions, coding guidelines, and pro 8 Codex, GitHub Copilot, OpenCode 10 9,149 tok
youssefsz/agentdoctor agentdoctor.youssef.tn Audit repositories for AI coding agent readiness. 8 Claude Code, Codex, OpenCode 2 1,233 tok
andoop/sandtable 8 Claude Code, Codex, Cursor, OpenCode 17 1,749 tok
waelmas/codeplow Plugins for AI coding agents (Claude Code, Cursor, Codex CLI) that fight context rot and d 8 Claude Code, Codex, OpenCode 1 3,191 tok
Digidai/website2markdown md.genedai.me Convert any URL to clean Markdown. Cloudflare Worker with 14 site adapters, MCP Server, Ag 8 Claude Code, Codex, OpenCode 2 440 tok
wangyendt/wayne-skills Including self-designed agent skills and pywayne skills 8 Claude Code, Codex, OpenCode 2 1,863 tok
elhamid/llm-council LLM Council fork with persistence, decision traces, stability fixes, repeatable checks, an 8 Claude Code, Codex, OpenCode 2 2,683 tok
longportapp/openapi open.longportapp.com Longport OpenAPI SDK Base. 8 Claude Code, Codex, OpenCode 2 1,222 tok
ExceptionRegret/Kryfto The open-source web-browsing backend for AI agents & workflow engines. Ships a 42-tool MCP 8 Codex, OpenCode 1 640 tok
LerianStudio/lerian-mcp-server A MCP server to support all Lerian's platforms. Enables AI assistants to interact with Mid 8 Claude Code, Codex, OpenCode 2 498 tok
ZenlixAI/echo-mcp Echo structured messages to drive the states of an agent client 8 Claude Code, Codex, OpenCode 3 1,979 tok
SylphxAI/filesystem-mcp npmjs.com ARCHIVED non-primary. Prefer Citra/Iris/Cue/Prism/Spine/Lookout. 8 Codex, OpenCode 1 455 tok
ebhattad/nfl-mcp 8 Codex, OpenCode 1 1,572 tok
DiscoClaw/discoclaw Discoclaw: CLI-first Discord bridge for agent runtimes 8 Claude Code, Codex, OpenCode 2 1,242 tok
xhiroga/blender-mcp-senpai 8 Claude Code, Codex, Cursor, OpenCode 3 496 tok
Flux-Point-Studios/unreal-mcp Unreal Engine MCP (Model Context Protocol) server for AI-powered automation 8 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 2,743 tok
TheodorStorm/brainstorm-mcp borgmcp.ai Archived multi-agent coordination prototype superseded by Borg MCP. 8 Claude Code, Codex, OpenCode 2 3,840 tok
acoyfellow/mcpu MCP control surface for a Cloudflare Artifacts repo. Bootstrap from GitHub, then edit, com 8 Codex, OpenCode 1 82 tok
iterorganization/IMAS-Codex 8 Claude Code, Codex, OpenCode 14 28,793 tok
Vvlladd/AppStoreConnectMCP 8 Claude Code, Codex, OpenCode 4 1,461 tok
thisrohangupta/harness-mcp-v2 harness.io MCP server for Harness.io 8 Claude Code, Codex, OpenCode 2 6,382 tok
fkguo/nds-mcp Nuclear Data Services MCP server — offline SQLite-backed nuclear physics data queries 8 Claude Code, Codex, OpenCode 2 3,519 tok
mtford90/httap Inspect, intercept & mock HTTP traffic from your terminal or AI agent 8 Claude Code, Codex, OpenCode 3 3,996 tok
SamMorrowDrums/mcp-typescript-starter A minimal Model Context Protocol (MCP) server in TypeScript with hello tool, markdown reso 8 Codex, OpenCode 1 961 tok
scidonia/rocq-piler MCP server for Coq LSP 8 Codex, OpenCode 1 706 tok
feiphoon/pydata-london-2026-mcp-server-tracing-with-open-telemetry 8 Claude Code, Codex, OpenCode 2 1,177 tok
AlexWangDa/s3-mcp-server-java The MCP Server based on the S3 protocol can perform operations on Amazon S3 and other S3-c 8 Codex, OpenCode 1 560 tok
bestagentkits/cloud-harness-mcp harness.agentkit.best Remote coding harness exposed as a secure Streamable HTTP MCP server 8 Claude Code, Codex, OpenCode 3 1,891 tok
kimgh06/Thask thask.kimgh06.com Thask – Linked Graph Risk Manager for Engineering Teams 8 Claude Code, Codex, OpenCode 2 1,471 tok
sardine-ai/mcp-server-manager 8 Claude Code, Codex, OpenCode 5 5,810 tok
armanas/froglet A protocol and node for a bot economy — bots create, publish, discover, buy, sell, and com 8 Claude Code, Codex, OpenCode 2 1,954 tok
adhocteam/recreation-mcp-server adhocteam.github.io An MCP server in Go that enables LLMs to discover and learn about recreation opportunities 8 Codex, OpenCode 1 2,464 tok
emercoin/emer-ai-tools ai.emercoin.com Emercoin as an identity + memory layer for AI agents: node + adapter + the emercoin-agent 8 Claude Code, Codex, OpenCode 2 1,848 tok
CoreyFransen08/john-deere-ops-mcp MCP for connecting to JDO data 8 Codex, OpenCode 1 570 tok
Kynlos/Obsidian-MCP An Obsidian MCP for Agentic Coding Agents 8 Codex, OpenCode 1 4,816 tok
nbiish/mcp-calc-tools 8 Codex, OpenCode 1 3,864 tok
BigCactusLabs/dead-letter pypi.org Convert .eml email exports to Markdown with YAML front matter 8 Codex, OpenCode 1 1,048 tok
ayhammouda/python-docs-mcp-server Read-only MCP server for official Python docs: local index, no API keys, exact symbol look 8 Claude Code, Codex, OpenCode 2 1,053 tok
ValentinAvramko/editorial-skill-for-natural-russian-business-writing An editorial tool for natural business writing in Russian without AI-sounding language, bu 8 Codex, OpenCode 1 348 tok
Chili-Piper/mcp-assets chilipiper.com Official Chili Piper Skills and ChatGPT GPTs for the Chili Piper MCP — meeting diagnostics 8 Codex, OpenCode 1 845 tok