How real projects configure their agents

23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
0xf06/solto Free, self-hosted and open source alternative to Linear Agents that turns tickets into PRs 11 Claude Code, Codex, OpenCode 2 907 tok
Alfredvc/rema1000-cli CLI for the REMA 1000 API. Designed for AI agent consumption. Single Rust binary with JSON 11 Codex, OpenCode 1 712 tok
VGrss/Acumen acumen-ten.vercel.app Product Fluency for AI Harness 11 Claude Code, Codex 22 520 tok
kaptinlin/go-i18n Go i18n library with ICU MessageFormat support, file-based or in-code translation loading, 11 Claude Code, Codex, OpenCode 2 2,226 tok
aws-samples/sample-sagemaker-agentic-analyst A demo application that demonstrates how fine-grained access controls configured in SageMa 11 Codex, OpenCode 1 3,538 tok
Lykhoyda/rn-dev-agent lykhoyda.github.io Claude Code | Codex plugin for React Native — explores codebases, designs architecture, im 11 Claude Code, Codex, OpenCode 1 7,335 tok
zivtech/drupal-critic Drupal-specific harsh review skill and agent with external skill references. 11 Claude Code, Codex 3 1,714 tok
FortiumPartners/ai-mesh Best practice Documentation, prompts, commands and agent configurations for Claude Code 11 Claude Code, Codex, OpenCode 2 9,171 tok
ArdaTX/Cybersec-Reporting-Engine Enterprise-Grade Cybersecurity Reporting Platform — Automated report generation for pentes 11 Claude Code, Codex, OpenCode 12 1,086 tok
stblake/mathilda stblake.github.io A small, highly efficient computer algebra system in written in C99. 11 Claude Code, Codex, Cursor, Kiro, OpenCode, Windsurf 39 4,883 tok
little-scale/alynxdj Atari Lynx Music Tracker 11 Claude Code, Codex, OpenCode 2 8,490 tok
psycoder-sup/tian 11 Claude Code, Codex, OpenCode 8 4,250 tok
GoranErhartic/backend-onboarding 11 Claude Code, Codex 1
wang90063/nslb-optimization-agent Automatic algorithm Iteration agent for competition about network scale load banlancing 11 Claude Code, Codex, OpenCode 3 3,139 tok
databricks-solutions/genie-code-skills-demo databricks.com Example Genie Code skills, custom instructions, and MCP setup for enforcing enterprise dat 11 Codex, OpenCode 1 599 tok
garlicwu/Poly-Editor demo.jhu-ai.com Poly Editor is a PPT-style web editor with drag-and-drop, multi-component and multi-page f 11 Claude Code, Codex, OpenCode 2 3,151 tok
akiojin/unity-editor-mcp An MCP server and client for LLMs to interact with Unity Projects 11 Claude Code, Codex, OpenCode 14 5,650 tok
Zulwatha/vardiya npmjs.com SQLite-backed job queue for Node.js. Durable background jobs, retries, priorities and cron 11 Codex, OpenCode 1 677 tok
bgrgicak/Roomy 11 Claude Code, Codex, OpenCode 2 561 tok
Priyansh9506/Frontend-Odyssey history-of-web.vercel.app 🗞️ The Frontend : History of Web An interactive, newspaper-inspired experience exploring 11 Claude Code, Codex, OpenCode 2 4,454 tok
joinarun/accesspilot Agentic accessibility auditing and repair for web applications 11 Codex, OpenCode 1 787 tok
lexlapax/allbert-assist Allbert Assist is a local-first assistant runtime for long-running personal work built in 11 Claude Code, Codex, OpenCode 6 3,355 tok
moremeds/argon Options & flow analytics cockpit — dealer gamma, IV surface, dark-pool flow, and regime in 11 Claude Code, Codex, OpenCode 2 12,594 tok
RuochenLyu/x2markdown chromewebstore.google.com One-click convert any webpage or X post to clean Markdown — for LLM chats, knowledge bases 11 Codex, OpenCode 1 369 tok
keithligh/cinematic-3d-battle-engine A self-playing 3D battle-documentary engine: render any historical or fictional battle on 11 Codex, OpenCode 1 3,247 tok
NextWeb4/NextWeb4.github.io nextweb4.github.io Validated public runtime for the NextWeb4 root GitHub Pages site. 11 Codex, OpenCode 1 1,513 tok
Hikaru518/Ram Ram is an AI agent in Slack, built with FastAPI and connected to an OpenAI-compatible LLM 11 Codex, OpenCode 1 4,595 tok
do4k/LogiTux 11 Codex, OpenCode 1 1,000 tok
allxsmith/bestax bestax.io A fully-typed React component library for the Bulma CSS framework. Build modern UIs quickl 11 Claude Code, Codex, OpenCode 6 4,682 tok
JerryLookupU/klein-harness Klein-Harness is a repo-local closed-loop .harness runtime for Codex-first agent work. 11 Codex, OpenCode 1 221 tok
blopa/musclog-app musclog.app Musclog - Lift, Log, Repeat 11 Claude Code, Codex, GitHub Copilot, OpenCode 7 25,482 tok
sycu8/cloudflare-onboarding-journey 11 Codex, OpenCode 1 1,207 tok
popstas/planfix-mcp-server 11 Claude Code, Codex, OpenCode 2 1,697 tok
cursive-team/rokid-apps Apps for Rokid AI glasses 11 Claude Code, Codex, OpenCode 2 4,195 tok
kayac/nepp-chan web.nepp-chan.ai A chat application that lets you talk with “Neppu-chan,” the AI deputy village chief of Ot 11 Claude Code, Codex, OpenCode 18 2,572 tok
Leonwenhao/deeprepo AI project memory for every coding tool. Analyze once, paste anywhere. 11 Claude Code, Codex, OpenCode 2 626 tok
dalmasonto/umbral dalmasonto.github.io Umbral is a Rust Web-framework in which every capability is a plugin 11 Claude Code, Codex, OpenCode 9 8,652 tok
alevizio/curb curb.guide SF street-parking rules on a map — street sweeping, meters & permit zones, with calendar r 11 Claude Code, Codex, OpenCode 2 8,582 tok
nurockplayer/Jabiko Japanese conjugation trainer for Minna no Nihongo learners 11 Claude Code, Codex, OpenCode 2 5,003 tok
altudev/wiro-ai-sdk Unofficial Community Maintained Wiro AI Sdk package for Node.js developers. 11 Claude Code, Codex, OpenCode 2 3,643 tok
lin-zhijie-nana/kapathy-LLM-WIKI- This is my first project. It is a Chinese-language organization and extension of Karpathy' 11 Claude Code, Codex, OpenCode 2 3,912 tok
johannhartmann/mcpcodeanalysis A code understanding MCP server. Let's see if we can use it to refactor code. 11 Claude Code, Codex, OpenCode 2 3,420 tok
chanmaoganda/bili-rust Tauri 2 desktop Bilibili client (Rust + Leptos/WASM) 11 Claude Code, Codex, OpenCode 2 2,080 tok
jin38324/oci-documentation-mcp-server Model Context Protocol (MCP) server for OCI Documentation 11 Codex, OpenCode 1 1,526 tok
PhungXuanAnh/selenium-mcp-server 11 Claude Code, Codex, GitHub Copilot 3 3,048 tok
mark3labs/phalcon-mcp MCP server that integrates with the BlockSec https://blocksec.com platform to provide bloc 11 Codex, OpenCode 1 143 tok
fsans/fms-odata-mcp Model Context Protocol (MCP) server for FileMaker Server OData 4.01 API integration 11 Claude Code, Codex, OpenCode 2 2,405 tok
appian-design/aurora-mcp appian-design.github.io This is a Model Context Protocol (MCP) server that provides access to Appian's design syst 11 Codex, OpenCode 1 920 tok
tha23rd/recaf-mcp MCP server plugin for Recaf — enabling AI agents to perform Java reverse engineering 11 Claude Code, Codex, OpenCode 2 1,137 tok
markdevshop/vector-mcp Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVec 11 Claude Code, Codex, OpenCode 2 3,027 tok