How real projects configure their agents

44,954 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
anjor/coinmarket-mcp-server 49 Claude Code 1 524 tok
monk1337/clicodelog Browse & Inspect CLI agents : Claude Code, Codex, Gemini CLI code & conversation history 49 Claude Code 1 1,558 tok
ojspace/md-anything Local-first CLI + MCP server: Any file → AI-ready Markdown + JSON 49 Claude Code, GitHub Copilot 2 1,896 tok
sebastienrousseau/pain001 docs.pain001.com Generate and validate ISO 20022 payment files (pain.001 v03-v12, pain.008) from CSV, SQLit 49 Claude Code, Codex, GitHub Copilot, OpenCode 5 6,110 tok
timescale/tiger-slack tigerdata.com Real-time Slack ingest and MCP server to power your agentic Slack bots 49 Claude Code 1 2,515 tok
zenml-io/mcp-zenml zenml.io MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and 49 Claude Code, Codex, OpenCode 2 9,849 tok
henryxm/autumn Developed with Spring, Spring Boot, Redis, MyBatis, Shiro, and Druid, using MySQL. If you 49 Cursor 2 —
sodiumjoe/dotfiles dotfiles 49 Claude Code 1 259 tok
LemurPwned/cmtj lemurpwned.github.io Simulate multilayer magnetic structures in Python and C++ 49 Codex, OpenCode 1 1,591 tok
chrishough/my-configurations My Engineering Life 49 Claude Code 1 1,542 tok
instana/instana-agent-operator ibm.com A Kubernetes operator to install and manage the Instana agent. 49 Codex, OpenCode 1 1,381 tok
marcus-w-hobbs/Wilsonic-MTS-ESP Automate the microtonal scale designs of Erv Wilson in your DAW 49 Claude Code 2 4,063 tok
buiphucminhtam/forgewright Adaptive AI Orchestrator — 52 skills, 19 modes. SaaS, game dev, XR, AI/ML. Pipeline: DEFIN 49 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 19 18,892 tok
zhu1090093659/solo-agile-template 49 Claude Code 11 546 tok
blas0/UnseveredMemory npmjs.com Simple, organic, lightweight yet purposeful memory system for Claude Code. 49 Claude Code 2 135 tok
maioio/genesis-architect maioio.github.io Research-first architecture engine for Python, TS, Go and Rust. Mines GitHub Issues for re 49 Claude Code, Codex, OpenCode 4 2,151 tok
UCSB-NLP-Chang/Skill-Usage 49 Claude Code 5 —
BradMoonUESTC/TxAnalyzer 49 Claude Code 1 390 tok
zhouda1fu/Ncp.Admin ncp 49 Claude Code, Codex, Cursor, OpenCode 9 1,172 tok
Square-Q/subconscious-skill subconscious-skill: Biomimetic memory skill for LLM companions. Different from vector RAG 49 Claude Code 3 —
Tai-Wei/codex-516-fix 49 Codex, OpenCode 1 301 tok
FreemapSlovakia/freemap-v3-react freemap.sk Freemap Slovakia web application (www.freemap.sk) 49 Claude Code, Codex, OpenCode 3 6,580 tok
Arcanyx-org/NiXium Open-Source Infrastructure as Code Management Solution for Multiple Systems designed to be 49 Codex, OpenCode 1 10,927 tok
llcoolblaze/claude-boris The Ultimate Claude Code Workflow - Memory Bank, 14 Agents, 18 Commands, 10 Critical Gap S 49 Claude Code 39 817 tok
maragudk/skills Skills for AI agents. 49 Codex, OpenCode 1 440 tok
panther-labs/mcp-panther panther.com Write detections, investigate alerts, and query logs from your favorite AI agents 49 Claude Code 2 637 tok
Aaryan-Kapoor/Surface A two-way interaction primitive for AI agents. Your agent renders live UI onto any screen 49 Codex, OpenCode 1 1,440 tok
alp82/aistack aistack.to Like Stackshare but for AI 49 Claude Code, Codex, OpenCode 3 5,731 tok
aiurda/devcontext DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide devel 49 Cursor 1 931 tok
steel-dev/leaderboard leaderboard.steel.dev Open leaderboard for browser agents 49 Claude Code, Codex, OpenCode 3 630 tok
woai3c/x-code-cli Open-source, model-agnostic coding agent CLI with subagents, skills, MCP, and plugins. 49 Codex, OpenCode 1 1,995 tok
robinebers/skills A selection of personal Cursor agents/commands/rules/skills that I use for my work. 49 Codex, OpenCode 1 1,356 tok
Verified-zkEVM/CompPoly Computable Polynomials in Lean. 49 Claude Code, Codex, OpenCode 2 2,758 tok
niksacdev/engineering-team-agents These are agent templates that can be used by teams to adopt a developer agent workflow fo 49 Codex, OpenCode 1 1,196 tok
lainXXX/omniAgent A lightweight large language model intelligent agent (LLM Agent) framework built with Java 49 Claude Code 1 3,833 tok
SigNoz/signoz.io signoz.io SigNoz Website 49 Claude Code, Codex, OpenCode 14 1,001 tok
swiftwasm/Swift-Wasm-Agent-Skill A collection of Agent Skills designed to help AI coding agents build and maintain Swift ap 49 Codex, OpenCode 1 531 tok
jezweb/vite-flare-starter Cloudflare native, ai sdk v6 agent workspace ready to use with better auth and all of the 49 Claude Code, Codex, OpenCode 2 2,170 tok
jiegec/waveform-mcp MCP server to read waveform files 49 Claude Code 1 1,328 tok
Reedtrullz/Vifty Native macOS menu-bar fan control and charger-power monitor for Apple Silicon MacBook Pros 49 Codex, OpenCode 1 10,691 tok
neul-labs/fast-litellm fast-litellm.neullabs.com High-performance Rust acceleration for LiteLLM - providing significant performance improve 49 Claude Code 1 1,987 tok
grafana/oats grafana.com OpenTelemetry Acceptance Tests (OATs), or OATs for short, is a test framework for OpenTele 49 Claude Code, Codex, OpenCode 2 901 tok
hedwig-ai/hedwig-code-graph Build and Search a knowledge base for your projects—bringing together code, PDFs, Markdown 49 Claude Code 4 —
orbiteus/orbiteus orbiteus.com 🔘 Full-Stack Development Framework for AI Agents. Build custom ERP, CRM & Business Tools 49 Codex, OpenCode 1 642 tok
aniganti/pm-superpowers Find your product's moat in minutes. Product strategy skills (moats, VRIO, pre-mortem) for 49 Claude Code 1 611 tok
wb04307201/methodTraceLog Non-intrusive AOP method tracing + trace tree + alerting for Spring Boot. Includes a stand 49 Claude Code 1 7,342 tok
spencermarx/obsidian-ai Bring your own AI environment to Obsidian. For note/doc creation, refinement, search, orga 49 Claude Code, Codex, OpenCode 2 1,328 tok
nicedreamzapp/NarrateClaude nicedreamzapp.github.io Hands-free on-device voice loop for macOS: Apple SFSpeechRecognizer + cloned-voice TTS, co 49 Claude Code 1 585 tok
madsnorgaard/drupal-agent-resources Reusable Claude Code resources for Drupal development - skills, agents, and commands 49 Claude Code 13 556 tok
CES-Ltd/TitanX Enterprise AI Agent Orchestration Platform — Secure, Observable, Configurable. Multi-agent 49 Claude Code, Codex, OpenCode 13 1,685 tok