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
vishalsachdev/canvas-mcp canvas-mcp.illinihunt.org Canvas LMS MCP server — up to 102 tools and 8 agent skills for students & educators. Works 318 Claude Code, Codex, OpenCode 4 11,835 tok
second-state/fintool A suite of Rust CLI tools for agentic trading and market intelligence. Each exchange has i 317 Claude Code 1 2,258 tok
SaynaAI/sayna sayna.ai Sayna is a unified Voice Layer for AI Agents with a seemless integration to an existing ag 317 Claude Code 1 3,015 tok
edinetdb/dexter-jp edinetdb.jp Autonomous research AI agent for Japanese stocks | AI agent for deep financial research on 317 Codex, OpenCode 1 2,004 tok
FootprintAI/Containarium containarium.dev Open-source agent runtime — SSH-native isolation, eBPF egress policy, Kubernetes + LXC bac 317 Claude Code 1 1,621 tok
jtydhr88/comfyui-custom-node-skills A curated collection of [Claude Code skills](https://docs.anthropic.com/en/docs/claude-cod 317 GitHub Copilot 1 638 tok
zenml-io/kitaru kitaru.ai Instill trust in your agent evals. 317 Claude Code, Codex, OpenCode 10 5,946 tok
ory/lumen ory.com Save 30% token costs when using Claude Code, Codex, OpenCode for free - with open source, 317 Claude Code, Codex, OpenCode 6 2,896 tok
pangxiaobin/MarkCardStudio markcard.woollypix.cn MarkCard Studio is a local-first Markdown social media card layout and export tool. Turn M 317 Codex, OpenCode 1 2,135 tok
techflag/workdsh techflag.github.io A plugin-based Web work platform built on DeepSeek Harness, with global Skill management a 317 Claude Code, Codex, OpenCode 2 1,617 tok
EthanAlgoX/LLM-TradeBot A multi-agent AI trading system using LLMs to optimize strategies and adapt to market cond 316 Claude Code, Codex, GitHub Copilot, OpenCode 9 6,497 tok
knockout/tko tko.io 🥊 Technical Knockout – The Monorepo for Knockout.js (4.0+) 316 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,522 tok
kiliczsh/claude-cmd kiliczsh.github.io Claude Code Commands Manager 316 Claude Code 1 860 tok
streamthoughts/jikkou jikkou.io The Open source Resource as Code framework for Apache Kafka. Jikkou helps you implement Gi 316 Claude Code, Codex, OpenCode 2 2,164 tok
swiftlysingh/excalidraw-cli Generate editable Excalidraw diagrams from text or JSON for agents and developer workflows 316 Gemini CLI 1 133 tok
sleuth-io/sx sleuth-io.github.io Skill sharing made easy 316 Claude Code, Codex, OpenCode 2 864 tok
ucsandman/DashClaw dashclaw.io Remote approvals, policy checks, and execution evidence for unattended AI agents. 316 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 30 10,158 tok
fennaraOfficial/fennara-godot-ai fennara.io AI chat and agent tooling for Godot, with both MCP support and in-built native chat window 316 Codex, OpenCode 1 868 tok
pbakaus/agent-reviews agent-reviews.com Token efficient, automated Github review workflows and bug fixing. 316 Claude Code, Codex, OpenCode 2 743 tok
ThreeFish-AI/analysis_claude_code Claude Code reverse-engineering research repository 315 Claude Code 1 961 tok
AGI-is-going-to-arrive/Memory-Palace Memory Palace is a long-term memory operating system purpose-built for AI Agents. 315 Codex, OpenCode 1 303 tok
teng-lin/agent-fetch Full-content web fetcher for AI agents — Chrome TLS fingerprinting, browser impersonation, 315 Claude Code 1 1,096 tok
GreyhavenHQ/greywall greywall.io Container-free, deny-by-default sandbox for AI coding agents. Kernel-enforced filesystem, 315 Claude Code 1 749 tok
sgl-project/rbg rolebasedgroup.github.io A workload for deploying LLM inference services on Kubernetes 315 Claude Code 1 —
Higangssh/homebutler homebutler.dev 🏠 Tells you what changed on your server — only what's worth telling. Single Go binary, no 315 Claude Code 1 633 tok
helloianneo/obsidian-ai-second-brain A complete guide to building a personal knowledge base with Obsidian + Claude AI, based on 315 Claude Code 1 1,215 tok
OpenSQZ/GTPlanner the-agent-builder.com GTPlanner: AI-Powered PRD Generation Tool 314 Claude Code 2 —
onikan27/claude-code-monitor Real-time dashboard for monitoring multiple Claude Code sessions. CLI + Mobile Web UI with 314 Claude Code 1 1,332 tok
warpdotdev/oz-for-oss oz.warp.dev Workflows and skills to help people and agents collaborate on open-source software with th 314 Claude Code, Codex 18 —
modu-ai/moai-cowork cowork.mo.ai.kr A Korean practical AI coworker family for non-developers — get started in Claude Cowork·Ch 314 Claude Code, Codex, OpenCode 1 4,859 tok
Dicklesworthstone/ultimate_bug_scanner Static analysis tool that catches 1000+ bug patterns across all popular programming langua 314 Claude Code, Codex, OpenCode 3 9,899 tok
lee-to/aif-handoff aif.cutcode.dev Autonomous Kanban board where AI agents plan, implement, and review your tasks — fully han 314 Claude Code, Codex, OpenCode 3 7,679 tok
AmbroseX/larksnap Feishu / Lark document export browser extension (MV3) — directly exports private-deploymen 314 Claude Code 1 510 tok
ARPeeketi/claude-resume-kit Extract your papers once, generate tailored LaTeX resumes for every JD. Anti-fabrication c 314 Claude Code 7 1,387 tok
tedivm/robs_awesome_python_template blog.tedivm.com Production-ready Python template: Choose from FastAPI, SQLAlchemy, Celery, Docker, CI/CD a 313 Codex, OpenCode 1 219 tok
jayanthmb14/forthepeople forthepeople.in India's free, real-time district-level civic transparency platform. 29 dashboards per dist 313 Claude Code 1 1,581 tok
TornLux/UnrealBridge Typed control surface for Unreal Engine that lets AI agents introspect assets, author Blue 313 Claude Code 2 3,525 tok
huggingface/hf-mcp-server huggingface.co Hugging Face MCP Server 313 Codex, OpenCode 1 604 tok
Signet-AI/signetai signetai.sh Sync and store memories, transcripts, institutional knowledge, and secrets between all of 313 Claude Code, Codex, OpenCode 7 2,249 tok
plur-ai/plur plur.ai Shared memory for AI agents 313 Claude Code 1 4,928 tok
datawhalechina/joyrl-book 313 Codex 2 —
zhimaAi/ChatClaw ichatclaw.com ChatClaw: Get OpenClaw-like knowledge base personal AI agent in 5 mins. Sandbox-secured, u 312 Claude Code, Codex, Cursor, OpenCode 6 4,176 tok
ErlichLiu/claude-agent-sdk-master Learn to build real-world applications with Claude Agent SDK. This tutorial takes you fro 312 Claude Code 1 1,265 tok
dannysmith/tauri-template A production-ready template for building modern desktop applications with Tauri v2, React 312 Claude Code, Codex, OpenCode 2 1,275 tok
PlamenTSV/plamen Autonomous Web3 security audit agent for Claude Code 312 Claude Code 1 1,396 tok
AIOSAI/AIPass aipass.ai Persistent Agent Workspace — AI agents that remember, collaborate, and never start from ze 312 Claude Code, Codex, OpenCode 13 505 tok
justrach/codegraff codegraff.com graff — a fast agentic coding harness in Zig: multi-provider, MCP, workflows, DGM evolutio 312 Claude Code, Codex, OpenCode 2 3,524 tok
wb04307201/spring-ai-loom-agent Spring Boot AI Agent — an out-of-the-box solution that makes your app converse, remember, 311 Claude Code 2 16,803 tok
disler/claude-code-is-programmable Scale your compute with Claude Code as a programmable agentic coding tool 311 Claude Code 1 —
fstandhartinger/ralph-wiggum Ralph Wiggum: Autonomous AI coding with spec-driven development. Point your AI agent here 311 Claude Code, Codex, Cursor, OpenCode 5 324 tok