How real projects configure their agents

22,145 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
ilgizar-valiullin/mcp-web-hound Unified MCP search server with 8 providers, caching, reranking, and rate limits 18 Codex, OpenCode 1 519 tok
Cadasto/openehr-assistant-mcp cadasto.github.io A Model Context Protocol (MCP) Server to assist you on various openEHR related tasks and A 18 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,124 tok
Liberty91LTD/cti-skills liberty91.com Cyber Threat Intelligence Skills for each stage of the CTI Lifecycle. 18 Claude Code, Codex, OpenCode 4 2,048 tok
PrunaAI/pruna-skills dashboard.pruna.ai Agent skills and plugins to give your agents access to Pruna API and generation workflows. 18 Codex, OpenCode 1 1,052 tok
arthjean/rust-doctor Your agent writes bad Rust. This catches it. 18 Claude Code, Codex, OpenCode 5 2,198 tok
PSPDFKit-labs/nutrient-skills nutrient.io AI agent skills for Nutrient APIs and SDKs — works with Claude Code, Codex, Gemini CLI, C 18 Claude Code, Codex, OpenCode 2 840 tok
aahil62/unslop 18 Claude Code, Codex, OpenCode 1 488 tok
clouisle/Clouisle clouisle.asia Next-Generation Multi-Agent Collaboration Platform and Workflow Engine. Build and orchestr 18 Claude Code, Codex, OpenCode 2 999 tok
Sensorica/nondominium sensorica.github.io Nondominium built on REA + Valueflows + Holochain is a distributed multi-agent system for 18 Claude Code, Codex, Gemini CLI, OpenCode 3 3 tok
delphicleancode/lazarus-spec-kit inovefast.com.br Um ecossistema opinativo de regras, skills e steerings para elevar o desenvolvimento FreeP 18 Claude Code, Codex, GitHub Copilot, OpenCode 20 6,135 tok
aerospike/agent-skills Official Aerospike agent skills repo 18 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,666 tok
Wolfe-Jam/grok-faf-mcp faf.one Persistent Project Context for xAI Grok — IANA-registered .faf format · MCP server on a UR 18 Claude Code, Codex, OpenCode 2 1,137 tok
3D-Tech-Solutions/code-scalpel Code Scalpel is the bridge between **Generative AI** and **Reliable Software Engineering** 18 Claude Code, Codex, GitHub Copilot, OpenCode 4 15,290 tok
hilyfux/knowledge-graph Stop AI Coding from forgetting. A knowledge graph–driven memory layer for LLMs (ChatGPT, 18 Claude Code, Codex, OpenCode 2 1,190 tok
LearnAIHubC/AgentRules A practical workflow for reliable AI-assisted software development 18 Codex, OpenCode 1 1,280 tok
WebMCP-org/webmcp-sh webmcp.sh A modern web-based Model Context Protocol (MCP) playground for testing and developing MCP 18 Claude Code, Codex, OpenCode 2 701 tok
adaptico/adaptico-os The go-to-market operating system for early-stage software products. AI marketing skills f 18 Claude Code, Codex, OpenCode 2 1,913 tok
Lykhoyda/ask-llm lykhoyda.github.io MCP server for AI-to-AI collaboration — bridge Claude with Gemini, Codex, and other LLMs f 18 Codex, OpenCode 1 1,375 tok
artcc/openclient-llm arturocarreterocalvo.com Open-source native iOS, iPadOS & macOS LLM client for LiteLLM, Ollama and OpenAI-compatibl 18 Codex, OpenCode 4 2,972 tok
bigduu/Bamboo-agent bigduu.github.io Bamboo — a local-first Rust agent harness and runtime with sessions, tools, skills, MCP, s 18 Claude Code, Codex, OpenCode 2 514 tok
understudylabs/understudy-agent-tools Public MIT-licensed Understudy agent tools and skill library 18 Claude Code, Codex, OpenCode 3 2,402 tok
getcargohq/cargo-skills getcargo.ai GTM engineering skills for AI coding agents — build lead lists, find & verify emails, wate 18 Claude Code, Codex, OpenCode 2 327 tok
respawn-llc/firefox-cli Let AI Agents control your real firefox browser: fill forms, authenticate, automate action 18 Codex, OpenCode 1 2,533 tok
kdr/overcast overcast.video Video OSINT agent: senses + OSINT reach for any agent. 18 Claude Code, Codex, OpenCode 4 13,813 tok
thalesholleben/copy-thief Skill do Claude para escrever copy de alta conversao (landing pages, advertoriais, VSL) pa 18 Claude Code, Codex, GitHub Copilot, OpenCode 3 716 tok
blxzer77/cursor-trellis 18 Claude Code, Codex, OpenCode 15 4,726 tok
wenhanweime/herdr-plugin-renamer LLM-powered session naming for herdr: Claude Code / Codex / Grok / Pi / opencode, Chinese 18 Claude Code, Codex, OpenCode 2 3,323 tok
ThinkingAIAgenticEngine/ae-cli CLI tool for ThinkingAI AgenticEngine (AE) platform. Designed for both AI Agent and human 18 Codex, OpenCode 1 3,813 tok
soujava/sldd-skills SLDD (Spec Loops Driven Development) Skills for AI-Assisted Development - Based on Loiane 18 Codex, OpenCode 1 1,798 tok
kingpanther13/Hubitat-local-MCP-server 18 Claude Code, Codex, OpenCode 2 32,542 tok
wuguirongsg/coreldraw-mcp Let AI drive CorelDRAW directly via the Model Context Protocol — automated design file gen 18 Claude Code, Codex, Cursor, OpenCode 8 2,405 tok
tmustier/codex-computer-use-mcp Background-safe MCP server for the signed Codex Computer Use broker on macOS. Works with a 18 Codex, OpenCode 1 332 tok
russeell/jobfindsme A local-first AI job-hunting MCP Server: search BOSS Zhipin, Liepin, Zhaopin, and 51job wi 18 Codex, OpenCode 1 2,682 tok
orangeboyChen/codebuddy2api orangeboychen.github.io Proxy CodeBuddy with OpenAI-compatible and Anthropic-compatible APIs for Codex, Claude Cod 18 Codex, OpenCode 1 579 tok
mxrsv/spacevibe-deck deck.spacevibe.dev SpaceVibe Deck — a minimal macOS terminal for AI agent CLIs 18 Claude Code, Codex, OpenCode 2 2,222 tok
dualface/onevoke quicktui.ai Onevoke - One person. Many agents. 18 Codex, OpenCode 1 12,247 tok
chankov/agent-fleet Pi-first multi-agent orchestration for coding agents—dispatcher, resumable fleets, peer me 18 Claude Code, Codex, OpenCode 6 4,658 tok
99apps-id/termigo Termigo is a lightweight open-source, terminal-first AI-native development environment (AD 18 Claude Code, Codex, OpenCode 2 7 tok
Ghufrnainun/tempe-mail 🥢 Zero-config multi-domain disposable email/temp mail on Cloudflare Workers — HTML render 18 Codex, OpenCode 1 825 tok
edwnh/dqmc 18 Claude Code, Codex, OpenCode 7 1,920 tok
remarkablegames/setup-butler 🎩 Set up GitHub Actions with itch.io butler CLI 18 Codex, OpenCode 1 525 tok
pankajudhas81/pi-claude-auth 18 Claude Code, Codex, OpenCode 8 1,320 tok
quazardous/nelson-mcp 18 Codex, OpenCode 1 2,852 tok
Generous-Corp/pulp generouscorp.com Cross-platform audio plugin and application framework (in alpha). MIT licensed. 18 Claude Code, Codex, OpenCode 4 34,751 tok
bayesimpact/bayes-platform bayesimpact.org 18 Claude Code, Codex, OpenCode 9 2,622 tok
guoxiucai/ohos-scrcpy-app Hongjing is a Scrcpy-like screen mirroring and development debugging tool for OpenHarmony 18 Claude Code, Codex, OpenCode 12 5,859 tok
buildkite/skills Official Buildkite skills for Claude Code, Cursor, and other AI coding agents 17 Claude Code, Codex, OpenCode 2 693 tok
CrowdStrike/fusion-skills crowdstrike.com AI coding assistant skills for building CrowdStrike Falcon Fusion workflows: action discov 17 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,083 tok
microsoft/azure-sql-database-container This is the Azure SQL Database container image repository 17 Codex, OpenCode 1 666 tok
axelfreeman/voice-to-article axelfreeman.com 🎙️ Voice → Article: AI SEO copywriting pipeline. Dictate blog posts in Telegram, get SEO- 17 Codex, OpenCode 1 1,700 tok