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
jamie950315/pplx-proxy Reverse proxy for Perplexity.ai — OpenAI-compatible API + MCP server using your Pro subscr 22 Codex, OpenCode 1 6,191 tok
MattArtzAnthro/gephi-ai mattartz.me Extends Gephi with AI capabilities. Includes a Gephi plugin for graph analytics, an MCP se 22 Claude Code, Codex, Gemini CLI, OpenCode 3 2,678 tok
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
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
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
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
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
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
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
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
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
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
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
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
JoeDupuis/summoncircle 21 Claude Code, Codex, OpenCode 5 416 tok
VirtusLab-Open-Source/astro-strapi-starter astrostrapi.io The Astro x Strapi Starter template 21 Codex, OpenCode 1 158 tok
M0Rf30/yap Package software with ease 📦 Versatile deb, rpm and apk packager fueled by PKGBUILD specf 21 Codex, OpenCode 1 5,009 tok
lukaisailovic/openislands openislands.sh Local-first dashboards your AI agent builds and keeps maintaining, over data that never le 21 Claude Code, Codex, OpenCode 11 1,470 tok
eduardocornelsen/full-funnel-ai-analytics Full-Funnel AI Marketing Analytics. A modern data stack powered by dbt MetricFlow and MCP. 21 Claude Code, Codex, OpenCode 8 4,376 tok
murabcd/vibestack vibestack-code.vercel.app End-to-End Coding Platform built with Next.js, Vercel Sandbox, and AI SDK 21 Codex, OpenCode 1 681 tok
ChenXi-hub/tju-thesis-review-kit Cursor, Codex, and Claude Code workflows, prompts, and a LaTeX starter template for review 21 Claude Code, Codex, OpenCode 2 577 tok
smithersbot/smithersbot Leave agents running without giving up control. 21 Claude Code, Codex, OpenCode 3 5,134 tok
dotdevdotdev/agentwire-dev agentwire.dev A self-hosted, keyboard-driven cockpit for running a whole fleet of Claude Code agents at 21 Claude Code, Codex, OpenCode 10 10,572 tok
memodb-io/skill-memory agent skill as memory layer 21 Codex, OpenCode 1 104 tok
dbl8005/sitrep-panel A live local HTML report Claude keeps updated as it works — status board, running narrativ 21 Codex, OpenCode 1 1,488 tok