How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
antkawam/claude-code-aws-gateway antkawam.github.io Self-hosted API gateway for Claude Code on Amazon Bedrock — unlock extended thinking, web 22 Claude Code 1 1,612 tok
oetiker/MCPretentious npmjs.com A powerful Model Context Protocol (MCP) server that puppeteers iTerm2 terminals. 22 Claude Code 1 584 tok
bo-cao/breaking-coding-chaos A human-in-the-loop control plane for reliable agentic coding—plan, challenge, implement, 22 Codex, OpenCode 1 —
okyashgajjar/costwise-mcp costwise-mcp.vercel.app Local MCP server that helps coding agents stop re-reading the same code every turn. Reposi 22 Codex, OpenCode 1 3,635 tok
walm00/business-context-os CLEAR Context OS is the maintenance layer your second brain never had: ownership boundarie 22 Claude Code 21 3,726 tok
jeonghwanko/mimi-seed-sdk mimi-seed.pryzm.gg An indie developer app launch automation console connected to Claude Code via MCP — CLI + 22 Claude Code, Codex, OpenCode 2 3,549 tok
ppak10/RocketSmith arxiv.org Use agents to design and build high powered rockets 22 Gemini CLI 1 85 tok
rarce/git-wiki Claude Code skill implementing Karpathy's LLM-wiki pattern on a personal GitHub repo, with 22 Claude Code, Codex, OpenCode 2 1,838 tok
yfge/TalkReplay talkreplay.com The only tool that replays Claude, Codex, Cursor, AND Gemini AI coding sessions in one uni 22 Claude Code, GitHub Copilot, Gemini CLI 3 9 tok
salam/claudine claudine.pro A kanban board for managing Claude Code conversations 22 Claude Code, Codex, OpenCode 2 726 tok
yan-yanko/rainman yan-yanko.github.io Context-aware project memory for AI coding tools. Zero LLM calls. Runs locally. 22 Claude Code 6 4,973 tok
huifer/zeus tanstackship.com Structured, version-aware AI delivery framework for long-running projects. Deterministic p 22 Claude Code 15 —
aashutoshrathi/toki toki.aashutosh.dev Native macOS menu bar app for managing usage, sessions and remotely controlling your AI Ag 22 Claude Code, Codex, OpenCode 2 848 tok
joaquimscosta/arkhe-claude-plugins Supercharge Claude Code with 109 specialized components — 22 agents, 32 commands, 55 skill 22 Claude Code, Codex, OpenCode 7 7,747 tok
CE0Alex/skill-hunter Agent skill to analyze a repo and recommend a best-fit skill stack with verified sources 22 Codex, OpenCode 1 361 tok
jentic/jentic-api-scorecard jentic.com Score any OpenAPI document for AI-readiness. Command-line tool, GitHub Action and agent sk 22 Claude Code 9 —
AllenMaxi/ContextGraph Shared memory bus for MCP-compatible agents with permissions, subscriptions, and optional 22 Claude Code 1 538 tok
kevinlin/spec-coding-mcp An MCP server that brings AI spec-driven development workflow to any AI-powered IDE beside 22 Claude Code, Codex, OpenCode 3 872 tok
HeroSizy/cucumberstudio-mcp MCP Server for Cucumber Studio 22 Claude Code 1 1,595 tok
opastorello/cpf-validador MCP server + REST API para validacao de CPFs e consulta ao TRT3 com solver de CAPTCHA CRNN 22 Claude Code, Codex, OpenCode 2 7,973 tok
Coding-Meet/Library-Insight coding-meet.github.io API Explorer & MCP Server for Java, Kotlin & KMP. Analyze JARs, AARs, KLibs, Maven depende 22 Claude Code, Codex 1 —
treasure-data/td-skills Treasure Data Skills for Claude Code 22 Claude Code 1 1,901 tok
0xIntuition/agent-skills 22 Claude Code 1 503 tok
JungleM0nkey/apehost-mikrotik-controller Mikrotik RouterOS dashboard with built-in AI assistant, analytics and network map. Support 22 Claude Code 1 3,836 tok
chameleonbr/skills_mcp_server FastAPI Skills manager to use with MCP capable agents 22 Claude Code 1 958 tok
Dicklesworthstone/frankenpandas Memory-safe, clean-room Rust reimplementation of pandas with packetized conformance gates, 22 Codex, OpenCode 1 8,721 tok
adesutherland/CREXX REXX Language implementation 22 Codex, Gemini CLI, OpenCode 2 4,678 tok
Love4yzp/sensecap-indicator-ha The use of SenseCAP indicator interacts with Home Assistant in three API methods 22 Codex, OpenCode 1 1,196 tok
Horosheff/aura-designer 22 Claude Code, Cursor 4 —
prikotov/task-agents-playbook AI-Assisted Development Playbook & Task-driven development methodology for AI-agents. 22 Codex, OpenCode 1 3,980 tok
ThalesGroup/agilab thalesgroup.github.io Open-source platform for reproducible AI/ML workflows, from local experimentation to distr 22 Claude Code, Codex, OpenCode 50 13,730 tok
abdo-Mansour/axetract abdo-mansour.github.io Low-Cost Cross-Domain Web Structured Information Extraction using specialized LoRA adapter 22 Codex, OpenCode 1 34 tok
JKorf/BingX.Net cryptoexchange.jkorf.dev C#/.NET client library for the BingX.com cryptocurrency exchange REST and WebSocket APIs, 22 Codex, GitHub Copilot, OpenCode 2 2,245 tok
CamiProject/semantic-deer-flow Unofficial DeerFlow downstream for governed SaaS semantic queries and controlled actions 22 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,889 tok
Ervie/Seiyuu.moe A webpage searching for collaborate works between seiyuu. 22 Codex, OpenCode 1 745 tok
InsForge/CLI InsForge CLI 22 Claude Code, Codex 1 —
randomm/oo 22 Claude Code, Codex, OpenCode 2 1,472 tok
kid-sid/codex-spellbook A curated collection of skills, prompts, and workflows that extend Codex's capabilities — 22 Codex, OpenCode 1 733 tok
nanlabs/aws-glue-etl-boilerplate A complete example of an AWS Glue application that uses the Serverless Framework to deploy 22 Codex, OpenCode 1 279 tok
liteclienthq/liteclient liteclient.com LiteClient is a Lightweight, VS Code–native REST API client with no vendor lock-in. 22 Codex, OpenCode 1 732 tok
armandcismaru/DeepTraderX High-performing deep learning trader on a multithreaded financial exchange simulation. 22 Claude Code, Codex, OpenCode 2 3,767 tok
meloncafe/claude-code-hooks 22 Claude Code 1 —
mehdic/bazinga Claude Code Multi Agent Dev Team 22 Claude Code 38 —
LouSputthole/Sbox-Claude integration for Claude code into S&box game developer 22 Claude Code 1 3,594 tok
theanibalos/MicroCoreOS microcoreos.com The Elastic Monolith: A microkernel architecture designed to optimize AI context windows, 22 Claude Code, Codex, OpenCode 2 4,555 tok
hyfdev/libvue-rs 22 Claude Code, Codex, OpenCode 2 1,405 tok
yaleh/meta-cc Meta-Cognition tool for Claude Code - analyze session history for workflow optimization. 22 Claude Code, Codex, OpenCode 3 4,728 tok
jamesgray007/hoai-course 22 Claude Code 15 602 tok
sebbsssss/clude cluude.vercel.app 22 Claude Code, Codex, OpenCode 2 2,987 tok
JustinBeckwith/gongio-mcp MCP server for Gong.io - access calls, transcripts, and users 22 Codex, OpenCode 1 911 tok