How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
agentprism/agentprism-workflows agentprism.com AgentPrism Workflows — run dynamic agent()/parallel()/pipeline() workflow scripts over any 7 Claude Code, Codex, OpenCode 4 1,710 tok
maddexritter-rgb/vibe-editing Raw footage in, finished captioned vertical clips out — with one command. A Claude Code pl 7 Claude Code 1 838 tok
OpenAnalystInc/10x-Team AI-powered marketing automation toolkit built on Claude Code subagent orchestration. Auton 7 Claude Code 7
Novadiem-Studio/bureau thebureau.dev Novadiem's agentic engineering system for complex software work, with isolated specialists 7 Claude Code, Codex, OpenCode 2 6,348 tok
JJFromTenex/claude-code-training 7 Claude Code 5 522 tok
vanssata/jetbrains-claude-subscription Unofficial JetBrains plugin: adds a Claude Subscription (Pro/Max) ACP agent to the AI Assi 7 Claude Code 1 856 tok
matskevich/tg-mcp-guarded dual-plane telegram mcp: read-only analytics + guarded actions with anti-spam and block-ri 7 Claude Code, Codex, OpenCode 2 2,847 tok
shiyi-0x7f/zlib-mcp 7 Claude Code 1 702 tok
Ramsbaby/jarvis-board Real-time AI agent collaboration board — agents post decisions, issues & discussions via R 7 Claude Code, Codex, OpenCode 2 957 tok
XiaomingX/moltbot-connector-feishu-dingtalk Create a moltbot, clawdbot that supports Feishu and DingTalk links 7 Gemini CLI 2
borgius/kanban-lite borgius.github.io A kanban board for your codebase. Features stored as markdown. 7 Claude Code, Codex, GitHub Copilot, OpenCode 29 1,590 tok
wakita181009/vault-mcp 7 Claude Code 1 649 tok
Ithiel-Labs/make-money-30-Day-experiment Research project: autonomous AI agent 30-day revenue challenge 7 Claude Code 1 1,766 tok
alilee/cranelisp Statically typed, jit compiled, pure functional lisp 7 Claude Code, Codex, GitHub Copilot, OpenCode 18 6,595 tok
bybren-llc/rendertrust RenderTrust™ is an open‑source standard Edge-AI Fabric that balances privacy, security, an 7 Claude Code, Codex, Gemini CLI, OpenCode 75 5,888 tok
JacobCoffee/debug-toolbar debug-toolbar.scriptr.dev Debuggability elevated. Debug toolbar for ASGI applications. 7 Claude Code 12 2,236 tok
CiscoDevNet/essentials ciscodevnet.github.io 🔮 Essential packages to build, release, and run great software in the cloud - bots, cards 7 Claude Code, Cursor 3
erlef-cna/varsel Varsel is the software behind the EEF CNA. 7 Claude Code, Codex, OpenCode 2 22,996 tok
navikt/pensjon-etterlatte-saksbehandling Saksbehandlingsløsning for barnepensjon og omstillingsstønad 7 Claude Code, GitHub Copilot 2 3,370 tok
Ed-Fi-Exchange-OSS/Project-Tanager ed-fi-exchange-oss.github.io Design documents and discussions around Project Tanager, which is building the next genera 7 GitHub Copilot 1 15 tok
TryGhost/Deploy Shipit plugin that deploys internal Ghost projects to servers over SSH 7 Claude Code, Codex, OpenCode 2 1,307 tok
POWERFULMOVES/PMOVES.AI cataclysmstudios.net PMOVES.AI — Decentralized multi-agent AI platform by Cataclysm Studios Inc. Orchestrators, 7 Claude Code, GitHub Copilot 7 286 tok
supremehui/-Auto-Accounting An AI-powered Android automated expense-tracking tool 7 Claude Code, Codex, Gemini CLI, OpenCode 3 2,264 tok
MadaBurns/blackveil-dns-action GitHub Action: DNS & email security scanning with Blackveil DNS. Enforce minimum grades in 7 Cursor, Gemini CLI 2 157 tok
hybridlabor-api/bdb-dev-optimized-agent-skills A Curated AI AGENT OS – Optimized agent skills and add-ons like memB, OpenWiki, Heimdall T 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 2,961 tok
richlira/claude-code-workshop-gdl-practica Práctica del Claude Code Workshop Guadalajara · Claude Community México · 9 estaciones de 6 Claude Code 6 223 tok
ainetx/FDD Feature Driven Design AI Framework 6 Codex, OpenCode 1 1,040 tok
GrillerGeek/idd-framework A process framework for teams building software with AI coding agents. Replaces Epics/Feat 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,506 tok
carboneio/carbone-skill Teaches AI assistants the Carbone Universal Templating Language — so they can design templ 6 Claude Code 1 596 tok
Kripu77/software-factory Lanes, tickets, and a human merge. Runner and telemetry are plugs. 6 Codex, OpenCode 1 1,052 tok
cyanseek/dsh-landscape Agent-first DeepSeek Harness plugin intelligence: verify existing plugins, identify missin 6 Codex, OpenCode 1 190 tok
darrenhinde/slidev-ai-presenations 6 Claude Code 1 2,966 tok
rohansx/agidb agidb.dev A cognitive substrate for AI agents — hyperdimensional memory with first-class goals, beli 6 Claude Code 20 1,008 tok
hassansaadfr/log-reader-mcp 6 Cursor 2 1,859 tok
JoeXie/remember-me A dual-mode tool providing long-term memory management for Claude Code and other MCP clien 6 Claude Code 1 959 tok
fantay0312/ida-pro-mcp-plus Enhanced IDA Pro MCP Server - multi-instance broker + bulk export for AI analysis 6 Claude Code, Codex, OpenCode 2 2,263 tok
hongbietcode/claude-finance-kit claude-finance-kit.vercel.app Unified interface for stock data, market analytics, technical analysis, batch collection, 6 Claude Code 1 2,209 tok
mcmespinaa/folder-structure-protocol mcmespinaa.github.io Claude skills for evaluating folder architecture and running staged AI workflows, built on 6 Claude Code 1 507 tok
orifisher2/sqlike sqlike.com MCP server and CLI for sqlike: deterministic SQL analysis and query-equivalence checking. 6 Codex, OpenCode 1 560 tok
ouranos-labs/pseolint pseolint.dev SpamBrain-proof your pSEO before you publish, audit page relationships, not just pages. AI 6 Claude Code 8
ABTdomain/domainkits-mcp domainkits.com Domain intelligence through MCP. Turn Claude, GPT, Gemini into domain agents. Search newly 6 Gemini CLI 1 1,489 tok
alibaizhanov/densely densely.dev Lossless context compression for LLMs: 2x-8x fewer tokens, byte-exact reconstruction (sha2 6 Claude Code 1 711 tok
New1Direction/webmcp-anything wmcp.sh Turn any URL into agent-callable MCP tools. One spec-compliant MCP server endpoint, no per 6 Codex, OpenCode 1 4,267 tok
fulcradynamics/fulcra-context-mcp 6 Codex, OpenCode 1 2,997 tok
memo-fs/memofs docs.memofs.dev File-first memory runtime for AI agents — versioned, portable, and always there when the n 6 Codex, OpenCode 1 646 tok
SunrisesIllNeverSee/sigrank-app signalaf.com SigRank SignalAF — AI operator evaluation leaderboard. Ranks how efficiently you use AI by 6 Claude Code, Codex, OpenCode 4 3,652 tok
wklm/beacio-sdk beacio.com Web Bluetooth SDK for iOS Safari — https://beacio.com 6 Codex, Cursor, OpenCode 2 1,348 tok
FabianSchurig/bitbucket-cli This provides a go bitbucket cli bb-cli, an mcp server bb-mcp and a terraform provider. Al 6 GitHub Copilot 4 2,106 tok
parlay-run/parlay-mcp parlay.run MCP server for prediction markets — search and compare across Polymarket, Kalshi, Limitles 6 Gemini CLI 1 463 tok
OutlitAI/outlit-sdk docs.outlit.ai Outlit SDK 6 Claude Code, Codex, OpenCode 12 2,543 tok