How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
lawflow-boop/LawLink Every matter has its structure and every case has a beginning and an end. An open-source, 105 Codex, OpenCode 1 30,185 tok
firish/claude_code_vs marketplace.visualstudio.com Bring Claude Code to Visual Studio 2026: A native diff with accept/reject, a live debugger 105 Claude Code 1 13,266 tok
MRCalderon3D/everything-game-dev-code A universal scaffold for AI-assisted game development. 42 agents, 51 commands, 86 skills. 105 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 12 3,371 tok
lktiep/cortex-hub hub.jackle.dev Self-hosted AI Agent Memory + Code Intelligence Platform — one MCP endpoint for persistent 105 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 14 2,330 tok
guigui42/mcp-vosdroits Serveur MCP pour Service Public Vos Droits 105 GitHub Copilot 7 4,954 tok
JingxuanC/causal-memory Causal memory layer for AI agents — MCP server that records decision→outcome relationships 105 Claude Code 1 1,063 tok
opgginc/opgg-mcp 105 Codex, OpenCode 1 1,258 tok
binjuhor/shadcn-lar shadcn-admin.binjuhor.com Made an shadcn/ui admin for Laravel with 🤍 105 Claude Code 54 444 tok
isaachinman/encephalon Durable, repository-local memory for coding agents, stored as Git-mergeable JSON and index 105 Codex, OpenCode 1 1,169 tok
nebrass/hve-video-director AI-powered video production pipeline for Claude Code, Github Copilot, Codex, Cursor, OpenC 104 Claude Code, Codex, GitHub Copilot, OpenCode 3 17,384 tok
eticmedya/uces Production-grade configuration system for Claude Code CLI with smart routing, skill module 104 Claude Code 1 990 tok
dvcrn/mcp-server-devonthink 104 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 7,482 tok
nduc99911/repo-context-mcp MCP server: repo map, code search, and token-aware context packs for AI coding agents 104 Codex, OpenCode 1 301 tok
gviiisen/repo-context-ledger Agent Skill for AI context management: provides cross-window continuity for Codex context 104 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,430 tok
cameroncooke/mcpli 104 Claude Code, Codex, OpenCode 2 2,061 tok
berlinbra/alpha-vantage-mcp MCP Server for Alpha Advantage API 104 Claude Code 1 1,470 tok
YUST777/verdict-community verdict.run A modern, all-in-one competitive programming environment. Solve Codeforces problems with a 104 Gemini CLI 2 —
contentful/contentful-import Node module that uses the data provided by contentful-export to import it to contentful sp 104 Codex, OpenCode 1 984 tok
coctostan/pi-hashline-readmap A unified pi-coding-agent extension combining hash-anchored file editing with structural c 104 Codex, OpenCode 1 3,570 tok
weaviate/agent-skills Agent Skills to empower developers building AI applications with Weaviate. 104 Claude Code, Codex, OpenCode 2 1,937 tok
softwaremill/chimp chimp.softwaremill.com Build type-safe, boilerplate-less MCP servers and clients in Scala 104 Claude Code, Codex, OpenCode 2 368 tok
doum1004/llmwiki-cli CLI tool for LLM agents to build and maintain personal knowledge bases 104 Claude Code 1 1,695 tok
namuh-eng/ralph-to-ralph Autonomous Product Cloning Loop — Give it any URL, it inspects, builds, tests, and deploys 104 Claude Code, Codex, OpenCode 4 2,081 tok
muchengracedriver/awesome-requirements-writer Turn engineering intent into requirements that can be designed, reviewed, implemented, ver 104 GitHub Copilot 2 791 tok
mrgoonie/vnstock-agent MCP server and CLI for Vietnamese stock market data (vnstock) 104 Claude Code 1 328 tok
captainflasmr/ollama-buddy A friendly Emacs interface for interacting with Ollama models 104 Claude Code, Codex 40 —
ilang-ai/Imprint ilang.ai Your AI’s DNA: one skill for memory, compression, onboarding, code review, debugging, plan 104 Gemini CLI 1 316 tok
pablo-ross/strix-halo-gmktec-evo-x2 Configuration and documentation for optimizing Ubuntu 24.04 on AMD Ryzen AI Max+ 395 with 104 Claude Code 1 5,547 tok
solanabr/solana-ai-kit superteam.codes Claude Code / Codex / AI configs for the expert Solana builder. CLAUDE.md, agents, command 104 Claude Code 7 2,595 tok
rithkott/claude-thing An extension of Nocturne to turn Spotify Car Thing into a hardware Claude Code HUD 104 Claude Code 2 2,692 tok
10xChengTu/harness-engineering Set up and improve harness engineering (AGENTS.md, docs/, lint rules, eval systems, projec 104 Codex, OpenCode 1 1,511 tok
hypequery/hypequery hypequery.com hypequery - The analytics layer for ClickHouse 104 Claude Code, Codex, OpenCode 5 1,563 tok
Maximilien-ai/clawmax clawmax.ai ClawMax is OpenClaw to the Max! 🚀 A web orchestration layer for OpenClaw agents, teams, w 104 Codex, OpenCode 1 2,805 tok
wgt19861219/godot-mcp-enhanced godotengine.org Enhanced MCP server for Godot 4.5-4.7: 33 tools / 199 actions, 3-layer architecture (headl 104 Claude Code, Codex, OpenCode 15 11,816 tok
90le/worker-rights-cn 90le.github.io Open-source AI agent for workers in mainland China to organize employment facts and eviden 104 Codex, OpenCode 1 207 tok
tao12345666333/amp-acp ACP adapter for Amp Code 104 Codex, OpenCode 1 998 tok
alfredoperez/speckit-companion speckit-companion.dev VS Code extension for spec-driven development — manage specs, workflows, and steering docs 104 Claude Code, Codex, GitHub Copilot, OpenCode 63 3,763 tok
VirtusLab/cellar CLI tool for coding agents and developers to query the public API of any Maven JVM depende 104 Claude Code 1 1,256 tok
kuan-er/sjtu-agent kuan-er.github.io 104 Claude Code, Codex, OpenCode 2 2,832 tok
runxhq/runx runx.ai the governed runtime for agent skill workflows, off the leash but on the record 104 Claude Code, Codex, OpenCode 2 3,075 tok
agentrhq/authsome authsome.ai Credential gateway for AI agents. Log in once via Oauth2 or API Key. Every agent stays aut 104 Claude Code, Codex, OpenCode 2 2,478 tok
fr0ster/mcp-abap-adt MCP server for SAP BTP ABAP Cloud and On-Premise ECC/S/4HANA ABAP ADT with full CRUD, JWT/ 104 Claude Code 1 6,183 tok
vastsa/BokeBox bokebox.aiuo.net BokeBox: multi-source private AI podcast studio — videos/links/articles/notes → spoken epi 104 Codex, OpenCode 1 2,205 tok
Workflowsio/company-os-starter-kit workflowsio.notion.site Build your own Company OS with Claude Code. CLAUDE.md template, 5 GTM skills, workflow plu 104 Claude Code 1 3,847 tok
PaulRBerg/agent-skills PRB's collection of agent skills 104 Claude Code, Codex, OpenCode 2 3,678 tok
adamzhang1987/kingdee-k3cloud-mcp adamzhang1987.github.io Kingdee MCP Server (Kingdee K3Cloud MCP): Allows AI assistants such as Claude and Cursor t 104 Claude Code 1 501 tok
googlemaps/platform-ai 104 Gemini CLI 1 1,068 tok
microsoft/Microsoft-AI-Decision-Framework Evidence-based decision framework for selecting the right Microsoft AI technology (M365 Co 104 Claude Code, GitHub Copilot 3 5,340 tok
zhangjunmengyang/quant-research-platform quant research mcp backend 104 Claude Code, Codex, OpenCode 2 3,569 tok
peva3/Lightroom-Presets Free Lightroom film simulation presets — Kodak Portra, Fujifilm Classic Chrome, Cinestill 104 Codex, OpenCode 1 2,299 tok