How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
tough-tongue/toughtongue-skills toughtongueai.com Agent skills and MCP server for Tough Tongue AI. Create voice-agent scenarios, refine them 8 Claude Code, Codex, OpenCode 1 2,770 tok
jordanburke/joplin-mcp-server 8 Claude Code 1 1,061 tok
MetriLLM/metrillm metrillm.dev Benchmark local LLM models: speed, quality, and hardware fitness scoring. CLI, MCP server, 8 Claude Code, Codex, OpenCode 2 2,834 tok
rhinocap/raven-mcp Design intelligence MCP server — principles, patterns, tokens, and strategy for AI-generat 8 Claude Code, Codex, OpenCode 4 3,365 tok
Aero25x/ASO-Copilot persocia.com Self-hosted App Store Optimization tracker with keyword rank tracking, competitor spying, 8 Claude Code, Codex, OpenCode 2 79 tok
gregario/dnd-oracle D&D 5e SRD MCP server — monster search, spell lookup, encounter building, and character to 8 Claude Code 9 264 tok
yBookoff/thebrain-mcp npmjs.com MCP server for TheBrain 15 — semantic operations over the local API: meaning-based search, 8 Claude Code 1 2,857 tok
plmbr/nui nui.plmbr.dev nui is a self-hosted agent runtime. Define agents declaratively in ADL, run them on any ha 8 Claude Code 1 3,068 tok
vanducng/skills skills.vanducng.dev A daily-driver collection of skills for agentic coding - a portable, agent-agnostic catalo 8 Claude Code, Codex, OpenCode 2 1,036 tok
0xsaju/claude-standby marketplace.visualstudio.com Survive Claude Code usage limits: Claude Standby waits for the reset and auto-resumes your 8 Claude Code 1 1,366 tok
Dankosik/go-service-template-rest Go REST API template and Golang microservice boilerplate, AI-native for coding agents, wit 8 Claude Code, Codex, OpenCode 3 2,075 tok
yoelf22/electrum A structured, AI-assisted toolkit for defining hardware products that have software inside 8 Claude Code 1 1,207 tok
mnzralee/claude-multi-agent-architecture manazir.dev A production-ready, reusable template for building sophisticated multi-agent AI systems wi 8 Claude Code, Codex, OpenCode 6 2,959 tok
pranav7/domux domux.dev domux is an open-source terminal multiplexer for AI coding agents. 8 Claude Code, Codex, OpenCode 6 5,939 tok
husker/a2acast Zero-infrastructure A2A messaging between AI agents on different machines — Claude, ChatGP 8 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,517 tok
EveryInc/garbage-man Provider-neutral email review and future-mail cleanup for AI agents 8 Claude Code, Codex, OpenCode 2 203 tok
bitwise-media-group/evolve oss.bitwisemedia.uk A cli tool for evaluating coding agent plugins with a multi-tier approach. 8 Claude Code, Codex, OpenCode 3 3,191 tok
dravr-ai/dravr-embacle docs.rs Rust library wrapping 12 AI CLI tools as pluggable LLM providers — with OpenAI API client, 8 Claude Code, Codex, OpenCode 3 560 tok
LoomA8osAgent/a8-loom-coordinator Governance, skills, and hooks stack for running Claude (or any capable LLM) as an autonomo 8 Claude Code, Codex, OpenCode 1 1,568 tok
kelvinkosbab/AppBootstrapAI agent steering for Apple (Swift 6.4 / SwiftUI / App Intents / Mac touch) and Android (Kot 8 Claude Code, Codex, OpenCode 3 20,682 tok
viplee110/economics-paper-reviewer Portable AI pre-review skill for economics papers across Codex, Claude Code, Cursor, and o 8 Claude Code, Codex, OpenCode 2 425 tok
baizhiyuan/finding-unknowns-skill A Claude Code skill for discovering your unknowns (unknown unknowns / unknown knowns) befo 8 Claude Code, Codex, OpenCode 2 1,370 tok
Arystos/skill-codex Cross-platform Claude Code plugin integrating OpenAI Codex CLI for code review, task deleg 8 Claude Code 1 1,470 tok
dikamilo/dx-workflow A lean, file-derived software-development workflow shipped as a set of skills for claude c 8 Claude Code 1 1,007 tok
MangroveTechnologies/mangrove-agent mangrovedeveloper.ai Mangrove gives trading agents guardrails. Local MCP server and plugin: built-in risk manag 8 Claude Code, Codex, OpenCode 7 278 tok
fakiho/neohive neohive.alionix.com One command. Your AI agents can talk to each other. The MCP collaboration layer for Claude 8 Claude Code, GitHub Copilot, Cursor, Gemini CLI 19 5,336 tok
ensemblr-hq/ensemblr ensemblr.dev Desktop orchestrator for Pi and Claude Code. Every stream of work gets its own git worktre 8 Claude Code, Codex, OpenCode 8 3,217 tok
glyphtrail/glyphtrail glyphtrail.dev Local code intelligence graph for AI coding agents: Tree-sitter static analysis, structura 8 Claude Code 3 371 tok
Tuminha/dental-ai-skills AI Skills for Dentists - Research critique, clinical evidence review, and content creation 8 Claude Code 1 1,146 tok
2389-research/building-multiagent-systems 2389.ai Architecture patterns for multi-agent systems with orchestrators, sub-agents, and tool coo 8 Claude Code 1 903 tok
timurgaleev/vibestack Sixty commands for AI coding assistants — /office-hours to shape an idea, /review before y 8 Claude Code 1 5,572 tok
dceoy/mt5api dceoy.github.io REST API for MetaTrader 5 for AI agents 8 Claude Code, Codex 1 —
slxca/opencontext opencntx.dev A Model Context Protocol server for persistent project-specific AI agent context. 8 Claude Code, Codex, OpenCode 2 1,538 tok
sw23/fp-conv sw23.github.io Floating Point Conversion Calculator. Convert between FP, Int, and custom data types via t 8 Claude Code, Codex 1 —
sv-tools/scrypted-mcp-plugin Scrypted plugin that exposes a Streamable HTTP Model Context Protocol endpoint, with OAuth 8 Claude Code 1 4,304 tok
princeofscale/bloxforge Open-source AI agent toolkit for Roblox Studio 8 Claude Code 1 3,597 tok
p18a/mcp-ruoka An MCP server for grocery & alcohol search in Finland 8 Claude Code 1 365 tok
VuDZ/RoslynMcpServer Roslyn-powered C# MCP server for AI agents. Enables semantic code analysis, precise diagno 8 Claude Code, Codex, Cursor, OpenCode 3 1,059 tok
opencue/cuecards cuecards.cc Agent profile manager for Claude Code & Codex. Per-directory profiles select which skills, 8 Claude Code, Codex, OpenCode 3 1,671 tok
Hehejie1/NoteMeld notemeld.wiki NoteMeld is a self-hosted AI knowledge workspace that automatically organizes web pages, v 8 Claude Code, Codex, OpenCode 2 2,698 tok
cmudco/dare-backend dare.cmu.edu Open-source Django REST backend for the DARE Platform, with multi-LLM chat, RAG, MCP tools 8 Claude Code, Codex, OpenCode 5 608 tok
insciqq/AIQSA Self-hosted AI workspace for small and medium teams: every major model on your own API key 8 Claude Code, Codex, OpenCode 2 2,690 tok
MrBildo/collattice Collattice — a lightweight, self-hosted kanban board built for human-agent collaboration. 8 Claude Code, Codex 2 15,660 tok
NorviaLabs/forge forge.norvialabs.com Go from idea to verified code without leaving the terminal—Forge unifies an AI agent, code 8 Claude Code, Codex, OpenCode 2 868 tok
itallstartedwithaidea/gemini-cli-googleadsagent googleadsagent.ai Google Ads commands & AI agent skills for Gemini CLI — analyze campaigns, audit accounts, 8 Claude Code, Gemini CLI 24 1,084 tok
archimedes-run/omniHarness archimedes.run OmniHarness is an open-source super agent harness that orchestrates sub-agents, persistent 8 Claude Code, Codex, GitHub Copilot 12 1,735 tok
badchars/dns-security-mcp npmjs.com 104-tool DNS Security Intelligence MCP Server — DNSSEC, hijacking, tunneling, typosquattin 8 Claude Code 1 444 tok
jeremylongshore/intent-outreach demos.intentsolutions.io Model-agnostic, Claude-Code-native SDR orchestrator: research → enrich → outreach over you 8 Claude Code, Codex, OpenCode 5 5,526 tok
fa-mc/vibe-cading vibe-cading.ai 3D model generators with CadQuery for humans and LLM agents 8 Claude Code, Codex, OpenCode 3 2,397 tok
Kampe/Herdforge Standalone, repo-agnostic multi-agent orchestration daemon and AI software factory CLI in 8 Claude Code, Codex, OpenCode 2 3,563 tok