How real projects configure their agents

43,652 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
Alex1980Alex/1C-Enterprise-Cursor-Framework 7 Cursor 1 876 tok
criznguyen/SDLC 7 Claude Code, Codex, OpenCode 2 1,069 tok
lonetis/agentor Self-hosted alternative to Claude Code Web, Codex in the Cloud, and similar managed agent 7 Claude Code 1 4,032 tok
fatihkan/badi npmjs.com Workflow management CLI for Anthropic Claude Code, Cursor, and Gemini CLI. 30 AI agents — 7 Claude Code 8
x-hannibal/webshift Shift noisy web pages into clean, context-ready text for LLMs — Rust library & MCP server 7 Claude Code 1 1,793 tok
fortunto2/prefect-mcp-server MCP server for interacting with the Prefect API 7 Codex, Cursor, OpenCode 2 652 tok
TUAN130294/vibecodekit 7 Claude Code, Cursor 2 1,731 tok
ldastey-dev/agentic-context AI coding agent instructions and assessment playbooks 7 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,501 tok
logosdx/monorepo logosdx.dev TS tooling for the modern JS runtime 7 Claude Code 2 3,007 tok
joseikininsight-hue/sales-claw-ts Automated B2B company outreach via web contact forms — TypeScript port (Electron main + da 7 Claude Code, Codex, OpenCode 2 11,170 tok
stevenAthompson/run-long-command stevenathompson.com A Gemini CLI extension that enables the execution of long-running shell commands in the ba 7 Gemini CLI 1 571 tok
bunhine0452/Ocul-PM oculpm.com Local-first AI project manager (AI PM) for AI coding agents — auto-journals, verifies & or 7 Claude Code, Codex, OpenCode 2 5,078 tok
Justdvp/claude-code-templates 🛠️ Simplify your coding with ready-to-use configurations for Anthropic's Claude Code, des 7 Claude Code 1 4,007 tok
r00tify/crashdx A deterministic crash diagnosis engine for .ips reports (CLI + MCP server) 7 Claude Code 2 1,347 tok
cheolwanpark/codex-client pypi.org claude-code-sdk style wrapper around the Codex CLI for programmatic automation. 7 Codex, OpenCode 1 354 tok
yamaru-eu/hardware-probe yamaru.eu Expert hardware probe for AI, Gaming, and HPC. Analyzes GPU, VRAM, and Memory Bandwidth 7 Claude Code, Gemini CLI 2 1,739 tok
MattFlower/tempest gotempest.net Tempest is a macOS Desktop Application for Claude, Codex, and Pi that helps maintain your 7 Claude Code, Codex, OpenCode 5 897 tok
alsi-lawr/agent-term.nvim Run agentic TUIs inside Neovim with persistent float/panel views and editor-context helper 7 Codex, OpenCode 1 1,321 tok
ttiee/nonebot-plugin-codex A NoneBot plugin for driving Codex CLI through Telegram 7 Codex, OpenCode 1 539 tok
Florious95/team-agent team-agent.net Talk once, ship a team. A multi-agent runtime for Claude Code and Codex CLI where the lead 7 Codex, OpenCode 1 149 tok
sisense/sisense-mcp-server sisense.com MCP server enabling LLMs to query Sisense data sources and build charts via natural langua 7 Claude Code 1
timescale/tiger-skills-mcp-server MCP server to provide a model with a set of skills 7 Claude Code 1 211 tok
jasondostal/cairn-mcp Persistent memory for AI agents... and humans 7 Claude Code 1
natanloterio/LiveFolders livefoldersfs.org A virtual filesystem alternative to MCP — expose tools to LLMs via file I/O 7 Claude Code 1 1,898 tok
klimentij/klimkit Agentic engineering across machines, under control. 7 Claude Code, Codex, OpenCode 2 498 tok
fabianfreund/actly-editor Agentic coding — build your app in a desktop workspace designed for planning, building, an 7 Claude Code, Codex, OpenCode 2 782 tok
DanWahlin/zingit danwahlin.github.io UI annotation tool for AI Assistants (Claude, Copilot, Codex) 7 Codex, OpenCode 1 3,239 tok
tellang/triflux npmjs.com CLI-first multi-model orchestrator — routes tasks to Codex, Gemini, and Claude 7 Claude Code, Codex, Gemini CLI, OpenCode 4 4,852 tok
yashau/dexgram Lightweight Telegram bridge for Codex on Windows 7 Claude Code, Codex, OpenCode 2 1,834 tok
paultyng/testagent Deterministic fake of the claude and codex CLIs. Test hooks and orchestrator integrations 7 Claude Code, Codex, OpenCode 5 2,201 tok
gabelul/pixelslop booplex.com Browser-first design quality scanner. Opens real pages in Playwright, measures actual pixe 7 Claude Code 1 4,990 tok
Artmann/web-developer-mcp A Model Context Protocol (MCP) server that provides web development tools for AI assistant 7 Claude Code 1 1,161 tok
Dakera-AI/dakera-go dakera.ai Go SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. Vectors, hybrid search, kno 7 Claude Code 3 267 tok
Vvkmnn/claude-vigil-mcp 🏺 An MCP server for checkpointing and file recovery in Claude Code 7 Claude Code 1
Trenza1ore/GitCode-API gitcode-api.readthedocs.io Easy-to-use Python SDK for the GitCode REST API. Providing a built-in CLI tool and optiona 7 Claude Code, Codex, OpenCode 2 3,160 tok
aplaceforallmystuff/spain-ai-kit MCP servers connecting AI applications to Spanish government open data and legal infrastru 7 Claude Code, Codex, Gemini CLI, OpenCode 3 824 tok
cotdp/scraper-mcp cutler.sg Context-optimized MCP server for web scraping. Reduces LLM token usage by 70-90% through s 7 Claude Code 3 1,882 tok
psiQAQ/zotero-agent An AI agent framework for Zotero, enabling intelligent literature search, organization, an 7 Codex, OpenCode 1 3,307 tok
ardacetinkaya/Business.AI.Demo This project demonstrates how to integrate AI capabilities into a typical business applica 7 GitHub Copilot 1 659 tok
ai-creed/ai-cortex ai-creed.dev Structural code intelligence and persistent memory for AI coding agents, served over MCP ( 7 Claude Code, Codex, OpenCode 1 1,122 tok
DebugSwift/XcodeBazelMCP xcodebazelmcp.github.io MCP server and CLI for Bazel-based Apple platform development — tools for iOS, macOS, tvOS 7 Claude Code, Codex 7
donbr/lifesciences-research AI Agent wrappers for Life Sciences APIs (Open Targets, ChEMBL, UniProt). Accelerating dru 7 Claude Code 23 4,822 tok
funsjanssen/faker-mcp npmjs.com Model Context Protocol (MCP) server for generating fake/mock data using Faker.js 7 GitHub Copilot 1 177 tok
frootai/frootai frootai.dev From the Roots to the Fruits ! 7 Claude Code, Codex, GitHub Copilot, OpenCode 8 9,604 tok
Haroon-jay/wctx Cross-repository context for coding agents. A local-first MCP server that turns finished s 7 Claude Code 2 425 tok
PerkyZZ999/MemorizedMCP creativewebconcept.ca MemorizedMCP delivers a high‑performance, local‑first MCP Server in Rust that equips AI ag 7 Claude Code, Cursor 2
fanzeyi/jellycat A Jellyfish inspired CLI tool for managing Jujutsu (jj) changesets with GitHub PRs 7 Claude Code 1 725 tok
lambda-curry/devagent 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 34 421 tok
Diplomat-ai/diplomat-agent diplomat.run What can your AI agent do to the real world? Scan your code. See which tool calls have zer 7 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,004 tok
art9mid/arc-skill AI agent skill for scaffolding production-ready React Native (Expo) projects. Architecture 7 Claude Code, Codex, Cursor, OpenCode 4 2,221 tok