How real projects configure their agents

23,196 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
zeshuochen/nekoro-browser pypi.org Lightweight browser automation CLI + MCP server driving your everyday Chrome via the exten 5 Claude Code, Codex, OpenCode 2 650 tok
dhasap/nft-mint-agent ⚡ Competitive multi-wallet NFT auto-minting agent for OpenSea/SeaDrop & direct contracts — 5 Codex, OpenCode 1 657 tok
msradam/rocannon msradam.github.io An MCP server generator for Ansible. Reflects every installed module from ansible-doc into 5 Codex, OpenCode 1 1,936 tok
managedcode/MCPGateway Searchable MCP and AITool gateway for .NET, built on Microsoft.Extensions.AI with embeddin 5 Codex, OpenCode 50 8,489 tok
sovantica/engrava engrava.ai The memory database for AI agents - graph memory, hybrid search, tamper-evident thought/ed 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,920 tok
gkoreli/backlog-mcp gkoreli.com Your backlog is your agent's memory 5 Claude Code, Codex, OpenCode 5 3,911 tok
Mazalucas/El-DT Orchestrator structure for projects management with Antigravity/Cursor, etc 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 24,428 tok
GauranshMathur/ARR_MCP An MCP server for your *Arr stack for you to be able to communicate, find out information 5 Claude Code, Codex, OpenCode 2 2,787 tok
Sri-Krishna-V/Derived-WMD The Agentic Generative UI Platform: Transform natural language into production-ready React 5 Claude Code, Codex 11
nette/mcp-inspector ai.nette.org Nette application inspector via MCP protocol 5 Codex, OpenCode 1 1,474 tok
cesarfrancots/Xolotl-Code Desktop AI coding-agent platform (Tauri + Rust) for racing, evaluating & orchestrating LLM 5 Claude Code, Codex, OpenCode 2 2,191 tok
a9a4k/tour Local code review at AI speed — TUI + webapp over a pinned git diff. 5 Claude Code, Codex, OpenCode 19 73 tok
DeconBear/vibe-analog AI-powered interactive circuit design workflow — from natural language requirements to ver 5 Claude Code, Codex, OpenCode 2 632 tok
willackerly/rebar Swarm collective learning & coordination framework with MCP-enabled ASK agents for enterpr 5 Claude Code, Codex, OpenCode 3 1,577 tok
nikolailehbrink/llm-stack llm-stack.nikolailehbr.ink Optimized full-stack starter repo for usage with Coding Agents 5 Claude Code, Codex, OpenCode 2 1,990 tok
Hyper3Labs/clawdrive claw3drive.com Google Drive for AI agents. Store any file and search by meaning across modalities. 5 Claude Code, Codex, OpenCode 3 241 tok
NicoGenti/opencode-orchestrator-kit Cost-aware multi-agent orchestrator kit for OpenCode CLI — one routing agent, 14 specializ 5 Codex, OpenCode 1 2,663 tok
habedi/dotfiles habedi.github.io My dotfiles, AI agent skills, technical notes, and other reuable and useful files 5 Claude Code, Codex, OpenCode 2 1,396 tok
RonCodes88/okf-agents LangGraph and LangChain retriever, tools, and navigator subgraph for OKF (Open Knowledge F 5 Codex, OpenCode 1 1,350 tok
truss-harness/Truss Single-user, local agentic harness 5 Codex, OpenCode 6 83 tok
sshkeda/pi-council Multi-model AI council — spawn Claude, GPT, Gemini, and Grok as parallel coding agents to 5 Claude Code, Codex, OpenCode 2 613 tok
ameenmari/agentprodready agentprodready-websi-yafj.bolt.host Build an agent in minutes. Add production controls when you need them. 5 Codex, OpenCode 1 272 tok
soumendrak/ragwatch An SDK for Python AI Agents. Under heavy development. 5 Codex, OpenCode 1 2,930 tok
dbrattli/adc Structured decision comments (ADCs) for agent-written, human-reviewed code. 5 Codex, OpenCode 1 689 tok
kai-linux/agent-os Autonomous agent OS: multi-agent system that turns GitHub issues into shipped PRs — task r 5 Claude Code, Codex, OpenCode 2 160 tok
wolf-jonathan/workspace-x AI workspace manager - link repos together for multi-repo AI workflows 5 Claude Code, Codex, OpenCode 2 1,262 tok
dimosgit/grounded-knowledge-engine gke.dimouzunov.com Local-first engine that grounds an AI agent's answers in your own Markdown and captures wh 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,084 tok
avvocati-e-mac/AnonyMCP Server MCP locale che pseudonimizza documenti legali italiani prima di esporli a un LLM (p 5 Claude Code, Codex, OpenCode 4 6,194 tok
DataJourneyHQ/MCP datajourneyhq.github.io DJHQ smarty pants 5 Codex, OpenCode 1 503 tok
selfradiance/agentgate Collateralized execution engine for AI agents: bond-and-slash accountability with Ed25519 5 Codex, OpenCode 1 1,113 tok
sandraschi/ai-producer-hub MCP server integrating AI-powered music generation with professional production tools 5 Codex, Cursor, OpenCode 2 392 tok
teamclawai/teamclaw Multiple AI agents working together in simple, collaborative chat workspace by Typescript. 5 Codex, OpenCode 1 1,863 tok
RobinOppenstam/sema-evals robinoppenstam.github.io Open, causal evaluations for content-addressed semantics and multi-agent coordination. 5 Codex, OpenCode 1 286 tok
wlvh/coding-workflow Bilingual agent workflow contracts, PR review templates, and sync automation for AI-assist 5 Codex, OpenCode 1 320 tok
mohitmishra786/anti-vibe-skills As vibe coding makes AI-generated output cheaper and more abundant, the scarce resource be 5 Codex, OpenCode 1 1,329 tok
hiddenway/kovalsky hiddenway.github.io Kovalsky 🚀 Run an AI team with a single prompt. Kovalsky is an open-source platform for 5 Codex, OpenCode 1 1,839 tok
zkproofport/openstoa ZK-gated community where humans and AI agents coexist. 🏅 1st Place — The Synthesis Hackat 5 Codex, OpenCode 1 28,869 tok
statico/quickrag 🔍🤖 A fast and flexible RAG tool for indexing and querying documents 5 Claude Code, Codex, OpenCode 2 636 tok
rizvee/multimodel-dev-os rizvee.github.io Portable, validation-first workspace and localhost gateway foundation for governed multi-a 5 Codex, OpenCode 1 602 tok
embeddedos-org/eAI AI Layer (AIL-> eBot) can be integrated into EoS 5 Claude Code, Codex, OpenCode 2 2,239 tok
dryvist/ai-workflows Reusable AI agent workflows that run 24/7 — issue triage, code cleanup, multi-repo orchest 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,952 tok
joshuamartyn/next-payload-ai-fluent-starter virtualnative.com AI-fluent full-stack starter with Next.js, Payload CMS, and TypeScript. Built for develope 5 Claude Code, Codex, OpenCode 2 2,729 tok
Ruinius/financial-analyst-skills Turn any earnings PDF into a full DCF valuation with AI agents using Skills. 5 Codex, OpenCode 1 382 tok
GetPullRequest/Sia getpullrequest.com :star2: Your AI dev assistant who works on your behalf while you are offline. It gets your 5 Codex, OpenCode 1 262 tok
djblack1209-coder/OpenClaw-Bot OpenEverything — Personal AI automation with Telegram, a Tauri console, and traceable mode 5 Codex, OpenCode 1 978 tok
shaahink/conductor payesh.vercel.app An orchestrator that runs coding agents unattended — and never believes them. Event-source 5 Claude Code, Codex, OpenCode 3 7,172 tok
mark-weeks/hello-nested-worlds-adventure enfolded.world Enfolded: Nested World Adventure — a shared persistent multiverse where humans and AI agen 5 Claude Code, Codex, OpenCode 7 3,502 tok
stroland02/Sync Self-maintaining API integrations — watches the third-party APIs your code calls and opens 5 Claude Code, Codex, OpenCode 22 8,533 tok
dsnger/dev-workflow-kit Claude Code plugin: spec-driven agentic coding with cross-model review gates (Claude build 5 Claude Code, Codex, OpenCode 3 22,892 tok
retflo/retflo retflo.org Find out if you're right. Structured argumentation protocol for agents, researchers, educa 5 Codex, OpenCode 1 3,723 tok