How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
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 22 640 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
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 mdget.dev Convert any URL to clean Markdown. Cloudflare Worker with 14 site adapters, MCP Server, Ag 8 Claude Code, Codex, OpenCode 2 440 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
iamadi11/mcp-ui-poc mcp-ui-poc.vercel.app 8 Claude Code, Codex 37 747 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
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 1,552 tok
thisrohangupta/harness-mcp-v2 harness.io MCP server for Harness.io 8 Claude Code, Codex, OpenCode 2 6,382 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
jamesward/hello-spring-mcp-server 8 Claude Code, Codex, OpenCode 2 223 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
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 5,855 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
emercoin/emer-ai-tools api.steledger.com The original Emercoin agent gateway — kept for its history and the node/wallet images. No 8 Claude Code, Codex, OpenCode 2 1,848 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 and .mbox email, including Gmail Takeout, to Markdown with YAML front matter 8 Codex, OpenCode 1 2,219 tok
cdeust/zetetic-team-subagents ai-architect.tools One epistemic standard on three hosts. Claude Code: 15 problem-shaped skills, 97 sourced r 8 Claude Code, Codex, OpenCode 2 518 tok
Aboudjem/ui-ux-suite ESLint for design. Finds the exact line, the measured wrong value, and the exact fix. 12 w 8 Claude Code, Codex, OpenCode 2 5,395 tok
Chili-Piper/mcp-assets chilipiper.com Official Chili Piper Skills and ChatGPT GPTs for the Chili Piper MCP — meeting diagnostics 8 Codex, OpenCode 1 857 tok
bezata/kObsidian Filesystem-first MCP server for Obsidian vaults with an LLM-Wiki layer on top. 8 Claude Code, Codex, OpenCode 2 928 tok
bricerising/enterprise-software-playbook bricerising.github.io Composable agent skills (playbooks) for building enterprise-grade web services — covering 8 Codex, OpenCode 1 445 tok
nagameTW/humanizer-zh-tw Skill for removing AI writing traces, enhanced for Taiwan. Covers 46 patterns, including d 8 Codex, OpenCode 1 1,295 tok
chrisgagne/grounded-forge Project once, retrieve distillations, create tools: a pre-loading retrieval architecture a 8 Claude Code, Codex, OpenCode 4 5,455 tok
pitlane-ai/pitlane Race a baseline vs a skill or MCP on real tasks. Hard checks show if it got better, faster 8 Codex, OpenCode 1 287 tok
teamtinvio/jaz-ai jaz.ai Fastest ledger for agents. Jaz accounting plugins, skills, MCP server, and CLI for Claude, 8 Claude Code, Codex, OpenCode 1 643 tok
mgiovani/cc-arsenal 45 production-grade AI agent skills for real dev workflows. Code review, shipping, docs, g 8 Claude Code, Codex, OpenCode 2 4,516 tok
tartinerlabs/skills Claude Code skills for git workflows, GitHub automation, security audits, code refactoring 8 Codex, OpenCode 1 2,810 tok
hani-q/qstack A personal stack of agent skills for reviewable planning, disciplined execution, and durab 8 Codex, OpenCode 1 384 tok
Victory-7291/project-scaffold-setup-skills Reusable agent skills for scaffolding C++ and embedded projects 8 Codex, OpenCode 1 995 tok
littlebearapps/pitchdocs littlebearapps.com Turn any codebase into professional, marketing-ready GitHub documentation — powered by AI 8 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 6,155 tok
DmitriyYukhanov/claude-plugins Personal collection of Claude Code plugins and skills: development workflows, cross-model 8 Codex, OpenCode 1 1,217 tok
Elnora-AI/elnora-linear Linear workspace for Claude Code — search, bulk edit, agents, and a config-driven curator. 8 Claude Code, Codex, OpenCode 1 1,807 tok
Cubenest/rrweb-stack cubenest.in Two OSS products on one rrweb substrate: tracelane (self-contained HTML test-failure repla 8 Claude Code, Codex, OpenCode 2 2,680 tok
ivanostanin/lucius-mcp ivanostanin.github.io A feature-rich Model Context Protocol (MCP) server and CLI for Allure TestOps TMS. 8 Codex, OpenCode 1 374 tok