How real projects configure their agents

43,636 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
Elio-Liu/JoinQuant-QMT-Trader JoinQuant-QMT-Trader is a lightweight quantitative trading middleware that connects the Jo 22 Codex, OpenCode 1 8,882 tok
TomasHer/prompting-blueprints tomasher.github.io Your guide to the Agentic AI evolution. **Prompting Blueprints** offers a curated collecti 22 Claude Code 2
netresearch/docker-development-skill Agent Skill: Docker image development patterns - Dockerfile best practices, CI testing, co 22 Codex, OpenCode 1 845 tok
quangdang46/openproxy Smart AI proxy router that connects Claude Code, Cursor, Codex, Copilot, and 50+ coding to 22 Claude Code, Codex, OpenCode 2 1,905 tok
yang3kc/daily_arxiv_digest Daily digest of interesting arXiv papers — an unattended LLM pipeline for cron, plus a zer 22 Claude Code, Codex, OpenCode 2 1,792 tok
NimbleBrainInc/nimblebrain nimblebrain.ai Self-hosted platform for MCP Apps and agent automations — tools, interactive UIs, schedule 22 Claude Code, Codex, OpenCode 2 20,654 tok
akanthed/SecureAI-Scan npmjs.com Find AI/LLM security vulnerabilities in your code before attackers do — covers prompt inje 22 Claude Code 1 4,552 tok
sandraschi/ocr-mcp FastMCP server providing advanced OCR capabilities with current state-of-the-art models (D 22 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 822 tok
badchars/cloud-audit-mcp Cloud security audit tools for AI agents — AWS, Azure, GCP misconfiguration detection via 22 Claude Code 1 757 tok
magebitcom/magento2-mcp-module magebitcom.github.io Extensible MCP module for Magento2 - Interact with your store through any MCP-compatible A 22 Claude Code 1 4,395 tok
fenjo26/OpenGSC opengsc.org Self-hosted Google Search Console dashboard — rank tracking, keyword research, AI-visibili 22 Claude Code, Codex, OpenCode 10 79 tok
mirkobozzetto/espresso Lightweight, evidence-preserving coding workflows for Claude Code, Codex, OMP and Pi. 22 Codex, OpenCode 1 80 tok
worlyung/exegete Hallucination-resistant Bible exegesis for Claude — Greek, Hebrew, English & Korean. 4-sta 22 Claude Code, Codex, OpenCode 2 7,411 tok
etheorem/etheorem A Lean 4 implementation of the Ethereum consensus specification for the Fulu and Gloas for 22 Claude Code 1 6,990 tok
eugenelim/agent-ready-repo eugenelim.github.io The complete AI operating model for software teams — from first idea to production. Three 22 Claude Code, Codex, OpenCode 2 2,326 tok
lizhiyao/oh-my-knowledge oh-my-knowledge.pages.dev OMK — Evidence-backed evaluation and observability for prompts, RAG, skills, agents, and w 22 Claude Code, Codex, OpenCode 3 2,524 tok
ggg123124/vrchat-assistant Self-hosted VRChat friend activity monitor - real-time WebSocket tracking of friends' onli 22 Codex, OpenCode 1 9,766 tok
eigent-ai/agent-skills eigent.ai Open-Source Cowork Agent Skills Collection | High Quality for Exceptional Productivity 22 Claude Code, Codex, OpenCode 2 3,587 tok
asa-degroff/Porrima porrima.cc A self-hosted, memory-native AI agent framework and cross-platform GUI application. 22 Claude Code, Codex, OpenCode 2 3,082 tok
vimalk78/dictate Talk to Claude Code instead of typing — on Linux. Local voice-to-text using Whisper, no cl 22 Claude Code 1 1,827 tok
jamiew/monarch-mcp jamiew.github.io Modern MCP server for accessing Monarch Money financial data using AI agents, like Claude. 22 Claude Code 1 2,465 tok
intel/gpu-ai-skills Agent Skills for running, benchmarking, and profiling Hugging Face models on Intel GPUs — 22 Claude Code, Codex, OpenCode 2 2,191 tok
michielhdoteth/awesome-ai-agent-tools awesome-ai-agent-tools.vercel.app The most comprehensive open-source library of 600+ installable AI agent components: skills 22 Codex, OpenCode 1 557 tok
SlideSpeak/slide-design-skill slidespeak.co AI presentation engine. Describe your deck and the look, it derives a bespoke style and re 22 Claude Code 1 1,582 tok
BofAI/mcp-server-tron bankofai.io TRON Ecosystem MCP Server 22 Codex, OpenCode 1 1,354 tok
VonTerraProject501c3/slushpile An adversarial job search that gets better as it goes: pool-anchored fit scoring, a resume 22 Claude Code, Codex, Gemini CLI, OpenCode 3 14,227 tok
ScalefreeCOM/datavault4dbt-agent-skills datavault4dbt.com A curated collection of skills for AI agents to properly work with datavault4dbt. 22 Claude Code 1 1,052 tok
vgtitov/bsl-ai-toolkit AI-first development for 1C:Enterprise 8.3 — skills, rules, MCP servers, and a byte-perfec 22 Claude Code, Codex, Gemini CLI, OpenCode 13 6,719 tok
sweetrb/apple-photos-mcp MCP server for Apple Photos - query, search, export, and inspect the macOS Photos library 22 Claude Code 1 5,917 tok
jiaxiantao/cos-design jiaxiantao.github.io A library of 91 React visual effects components: activity pages, lucky draws, fireworks, s 22 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,899 tok
Tricon2-Elf/aisp-emu fan-made, fan-run MMO server emulator for AI Sp@ce a older Japanese MMOSG that shut down o 22 Codex, OpenCode 1 2,240 tok
Dicklesworthstone/dwarf_fortress_mcp A semantic, transactional, replayable MCP control plane that lets autonomous AI agents ope 22 Codex, OpenCode 1 3,877 tok
bacnh85/pi-extensions Pi coding agent extension packages — tools, skills, and integrations. 22 Codex, OpenCode 1 5,745 tok
wuisabel-gif/Delphin wuisabel-gif.github.io A duplex companion for AI agent CLIs: talk and listen at the same time. 22 Claude Code, Codex 1
shoootyou/get-shit-done-multi npmjs.com Fork of Get Shit Done (TÂCHES) with multi-CLI support. Spec-driven development workflows f 22 Claude Code, Codex, GitHub Copilot, OpenCode 3 313 tok
TexasFortress-AI/rs_filesystem MCP Filesystem tools written in Rust 22 Cursor 1 560 tok
teknokomo/universo-platformo-react Implementation of Universo Platformo / Universo MMOOMM / Universo Kiberplano built on Reac 22 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 89 21,059 tok
kirich1409/krozov-ai-tools 22 Claude Code, Codex, OpenCode 3 3,225 tok
nirholas/gitpretty 🎨 Add unique emoji commits to every file in a repository 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,072 tok
nirholas/cloud-computing nirholas.github.io 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 816 tok
gracefullight/docusaurus-plugins gracefullight.dev A collection of Docusaurus plugins for analytics, chat, ads, error tracking, copy-as-markd 22 Claude Code, Codex, Gemini CLI, OpenCode 7 3,891 tok
jigglypop/gaesup-world jigglypop.github.io ✨Web 3D Character Controller and World Platform Library🔥 22 Claude Code, Codex, OpenCode 20 4,594 tok
cram2/cognitive_robot_abstract_machine cram2.github.io A cognitive architecture for the entire stack of robotics 21 Claude Code, Codex, OpenCode 14 3,418 tok
nick-pape/grackle nick-pape.github.io Manage and orchestrate AI coding agents (Claude Code, Copilot, Goose, etc.) on remote mach 21 Claude Code, Codex, OpenCode 26 11,651 tok
growthbook/skills Agent Skills for GrowthBook 21 Claude Code 1 6,833 tok
supabase-community/supabase-plugin supabase.com Supabase plugin for AI coding assistants 21 Claude Code, Codex, OpenCode 2 1,386 tok
jim60105/copilot-prompt My personal AI coding tool prompts (SKILL.md) 21 Codex, OpenCode 1 315 tok
Fredrik-C/ContextKing Semantic code navigation toolkit for large C# and TS codebases 21 Claude Code, Codex, OpenCode 2 2,224 tok
MercurieVV/ScalaSemantic mercurievv.github.io MCP server for deep semantic analysis of Scala via SemanticDB — exact find-usages, class h 21 Claude Code, Codex, Cursor, OpenCode 15 2,627 tok
maxkle1nz/m1nd m1nd.world m1nd is a local-first context runtime for coding agents: an evidence-bound, continuously v 21 Codex, OpenCode 1 10,042 tok