How real projects configure their agents

31,977 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
glebis/humane-agentic-design humane.salient.community Humane Agentic Design — a human-centric design method cycle for people and agents 28 Claude Code, Codex, OpenCode 2 109 tok
mjunaidca/mjs-agent-skills A curated collection of Agent Skills — reusable units of intelligence that teach AI Genera 28 Claude Code 5 2,562 tok
DataCovey/nornweave nornweave.datacovey.com An open-source, self-hosted API that turns standard email providers (Mailgun, SES, SendGri 28 Claude Code, Cursor 31
TheArcForge/Hades Unity-aware AI infrastructure for Claude Code — a macOS app that serves a knowledge graph 28 Claude Code 1
Hack23/European-Parliament-MCP-Server hack23.com European Parliament MCP Server - Political intelligence for AI agents 28 Claude Code, Codex, GitHub Copilot 56 1,498 tok
taurgis/sfcc-dev-mcp sfcc-mcp-dev.rhino-inquisitor.com Supercharge your Salesforce B2C Commerce Cloud development with AI-powered documentation a 28 Claude Code, Codex, GitHub Copilot, OpenCode 13 10,977 tok
thorstenfoltz/octa thorstenfoltz.github.io Fast native desktop app for exploring 20+ data formats like Parquet, DuckDB, SQLite, Excel 28 Claude Code 1 2,751 tok
derive-to/derive derive.to Review and approval for work made by AI agents. Fair Source, self-hostable, and MCP-native 28 Claude Code, Codex, OpenCode 5 1,506 tok
zoxknez/ai-coding-rules 28 Claude Code, GitHub Copilot 9 2,909 tok
ProfSynapse/Synaptic-Tuner 28 Claude Code, Codex, OpenCode 14 6,355 tok
AlanHuang168/AI-Project-Workflow npmjs.com A general AI-native software delivery workflow for Cursor, Claude Code, Codex, Qoder, Code 28 Claude Code, Codex, OpenCode 2 376 tok
CPLX/flighty-mcp-server MCP server for the Flighty flight tracking app — 12 tools for flights, status, stats, and 28 Claude Code 1 610 tok
leighstillard/claude-tools Developer tooling setup for Claude Code — installs and configures RTK, LSP servers, and pl 28 Claude Code 1 1,211 tok
aaronsb/think-strategies An MCP server that provides structured thinking strategies for breaking down complex probl 28 Claude Code 1 713 tok
nirholas/lyra-intel nirholas.github.io Lyra Intel is an intelligence platform designed to analyze repositories of any size - from 28 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 807 tok
andrewlwn77/google-trends-mcp Google Trend MCP server 28 Claude Code 1 835 tok
u9401066/pubmed-search-mcp u9401066.github.io MCP SDK v2 server for PubMed and multi-source biomedical research, with resilient search, 28 Claude Code, Codex, GitHub Copilot, OpenCode 29 8,398 tok
Zevenue/headless-gtm zevenue.com Headless GTM: the full outbound chain as Claude Code and Codex skills on raw vendor APIs. 28 Claude Code, Codex, OpenCode 2 488 tok
junghan0611/entwurf junghanacs.com Garden-citizen dispatch for pi, Claude Code, Copilot CLI, OMP, Antigravity, and Codex; vis 28 Claude Code, Codex, OpenCode 4 3,044 tok
sturlese/hippocampus A deliberately lite personal brain: Obsidian to browse, Claude Code or Codex for everythin 28 Claude Code, Codex, OpenCode 8 1,624 tok
rondorkerin/gamestack The game-design process for Claude — knowledge + workflow skills for designing games, tune 28 Claude Code 1
jkolo/debug-mcp debug-mcp.net MCP server for .NET debugging — 34 tools for breakpoints, inspection, exception autopsy, c 28 Claude Code 12 3,074 tok
verygoodplugins/mcp-freescout An MCP (Model Context Protocol) server for FreeScout helpdesk ticket management and workfl 28 Claude Code, Codex, OpenCode 3 417 tok
onebrain-ai/onebrain onebrain.run AI OS that extends Claude Code, Gemini CLI, Codex, Qwen — adding persistent memory, 24+ sk 28 Claude Code, Codex, Gemini CLI, OpenCode 4 767 tok
robert-malai/anafpy anafpy.readthedocs.io Typed async Python clients + MCP server for Romania's ANAF web services: e-Factura, e-Tran 28 Claude Code 1 9,900 tok
YujxZJCN/teaching-skills Teaching Skills for Claude Code — teaching lifecycle suite for university professors 28 Claude Code 1 600 tok
jakub-k-slys/substack-gateway-oss iam.slys.dev Stateless Substack Gateway exposing a REST API and MCP for reading profiles, posts, notes, 28 Claude Code, Codex, OpenCode 2 3,549 tok
leenkcool/humanasllm humanasllm.anytd.com Human as Agent · Human-as-LLM gateway: turns engineers into models and provides an OpenAI- 28 Claude Code 5 2,052 tok
wesleysimplicio/simplicio simpleti.com.br 🔥 Save up to 96% tokens — more than Caveman (65%) or RTK (80%). AI coding agent: chat, ma 28 Claude Code, Codex, OpenCode 2 533 tok
federico-pepe/ableton-push-hack An unofficial extensible hack framework for Ableton Push 3 Standalone. 28 Claude Code 1 2,950 tok
aws-samples/sample-okf-llm-wiki aws-samples.github.io Data Wiki turns data into portable knowledge bundles following Open Knowledge Format (OKF) 28 Claude Code 2 3,757 tok
kurrent-io/kcap-cli capacitor.kurrent.io Kurrent Capacitor CLI — collaboration for Agentic Coding era 28 Claude Code 1 5,251 tok
betahope/cofounder-team Portable Agent Skills. Essential AI co-founders plus coaches for specific needs. 28 Claude Code 1 3,905 tok
tianbing1230/CFPS-Panel-Data-Cleaning-Pipeline CFPS panel data cleaning workflow, with extensive cross-wave harmonization and imputation 28 Claude Code, Codex, OpenCode 2 1,965 tok
amirkiarafiei/open-scholar-peer arxiv.org Open ScholarPeer: Implementation of DeepMind's ScholarPeer Protocol for AI Peer-Review. Us 28 Claude Code, Codex, Kiro, OpenCode 6 7,527 tok
daniviber/infomaniak_mcp Complete Infomaniak MCP server 28 Claude Code 1 1,023 tok
ultralytics/lite A fast, local workspace for Claude Code, Codex, Gemini CLI, Kimi Code, Qwen Code, DeepSeek 28 Claude Code, Codex, OpenCode 2 1,784 tok
searchbrat/marketing-intelligence-layer kieranflanagan.substack.com Turn scattered marketing notes into a searchable intelligence layer your AI can read — one 28 Claude Code 1
neoswarm/neosh neoswarm.dev A TUI agent orchestrator for power users. 28 Claude Code, Codex, OpenCode 2 33,979 tok
Shilo/pixellab-pip Meet PixelLab Pip: a tiny pup who fetches the right PixelLab workflow. He follows human co 28 Claude Code, Codex, Gemini CLI, OpenCode 3 939 tok
lacausecrypto/mcp-sports-hub npmjs.com Unified MCP server — 41 sports API providers, 396 tools in one process: scores, stats, odd 28 Claude Code 1 4,066 tok
oddbit/shrtnr oddb.it A no-BS, self-hosted URL shortener, AI first with MCP server built in, running on Cloudfla 28 Claude Code 2 1,790 tok
techysy/10router 10Router — local AI routing gateway & dashboard (a streamlined and optimized version of 9R 28 Claude Code 1 2,747 tok
3x-haust/Mimikyu A skill for faithfully implementing Figma designs 28 Claude Code, Codex, OpenCode 3 7,964 tok
ScientiaCapital/skills Reusable Claude Code skills library - trading signals, sales automation, RunPod deployment 28 Claude Code 20 3,743 tok
vtrivedy/claude-banana-story-agent 🍌 Autonomous story agent creating illustrated storybooks with Claude Code SDK 28 Claude Code 1 1,124 tok
ready-to-release/eac ready-to-release.github.io Audit-ready Continuous Delivery for regulated industries. 28 Claude Code 23 523 tok
orecus/faber The AI Architect for your codebase 28 Claude Code, Codex, Gemini CLI, OpenCode 3 3,013 tok
tonkeeper/android 28 Claude Code, Codex 6
umbraco/Umbraco-CMS-Backoffice-Skills 27 Claude Code 13 3,808 tok