3,700 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944
All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| trsdn/MistralDocAI-mcp npmjs.com MCP (Model Context Protocol) server for document-to-Markdown conversion using Mistral AI O | 2 | Codex, GitHub Copilot, OpenCode | 2 | 1,649 tok |
| Holley-Studio/thesmos-governance holley.studio AI governance CLI, GitHub Action, VS Code extension & MCP server — 1,075 rules for Claude, | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 8 | 11,045 tok |
| keugenek/reactor keugenek.github.io Predict LinkedIn post performance before you publish. GO/WAIT/IMPROVE/NO verdict, impressi | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 611 tok |
| angrysky56/mcp_coordinator The MCP Coordinator is a self-optimizing orchestrator that bridges the gap between high-le | 2 | GitHub Copilot | 1 | 880 tok |
| rebeccapowell/agent-atlas rebeccapowell.github.io A GitOps based MCP mesh to help organizations transform API's to an aggregated MCP tools c | 2 | GitHub Copilot | 1 | 5,080 tok |
| prantikmedhi/lore NotebookLM orchestration for MCP clients (Codex/Cursor/Gemini/OpenClaw): repeatable pipeli | 2 | Codex, GitHub Copilot, OpenCode | 2 | 685 tok |
| sandraschi/speech-mcp FastMCP 3.2 speech gateway: FunASR local STT, Gemini Live/TTS, Hume, ElevenLabs cloning, w | 2 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 7 | 2,891 tok |
| microsoft/Build26-BRK228-modern-resiliency-from-build-to-recovery-through-agentic-ai build.microsoft.com Resources for using the Resiliency Agent, Azure MCP Server, and Azure Advisor to identify | 2 | Codex, GitHub Copilot, OpenCode | 2 | 1,029 tok |
| HaoZhang615/Azure-MCP-Server-Accelerator A complete solution accelerator for deploying Model Context Protocol (MCP) servers on Azur | 2 | GitHub Copilot | 1 | 428 tok |
| CloudDaddyZA/VisioIntegration AI-powered MCP server for creating Azure architecture diagrams in Visio and Draw.io — with | 2 | Claude Code, Codex, GitHub Copilot | 2 | 1,690 tok |
| u9401066/HyperHierarchicalRAG HyperHierarchicalRAG: Combining Hypergraph Memory (HGMem) with Hierarchical Retrieval (Lig | 2 | Claude Code, GitHub Copilot | 15 | 1,997 tok |
| gaarutyunov/quartr-mcp Quartr API MCP Server | 2 | GitHub Copilot | 1 | 330 tok |
| gordcurrie/unifi-mcp MCP server written in Go that exposes UniFi home-network operations as tools | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,405 tok |
| wesleysimplicio/simplicio-loop simpleti.com.br 🔁 Finishes your entire backlog while you sleep. The AI orchestrator that DOES the work en | 2 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode | 17 | 8,789 tok |
| VenkataAnilKumar/Optivue AWS-first, human-in-the-loop FinOps platform — turns cloud cost insight into approval-gate | 2 | GitHub Copilot | 1 | 2,252 tok |
| desteny-dev/pc-screen-control MCP server for Windows. Gives an AI the accessibility tree instead of screenshots, so it o | 2 | GitHub Copilot | 1 | 4,904 tok |
| agronetlabs/ATF-AI agronet.ai Infrastructure-agnostic trust and governance protocol for autonomous agents, RWA privilege | 2 | GitHub Copilot | 1 | 622 tok |
| ashrafmusa/agenticana Self-learning AI agent kit for VS Code & GitHub Copilot - 20 agents, ReasoningBank memory, | 2 | GitHub Copilot | 1 | 1,032 tok |
| mako10k/mcp-llm-generator MCP server for LLM text generation with template management using TypeScript SDK | 2 | GitHub Copilot | 1 | 386 tok |
| pankaj28843/docs-mcp-server pankaj28843.github.io Multi-tenant MCP server for documentation search and retrieval. | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 14 | 1,045 tok |
| shailesh17/mcp-httpserver-proxy A transparent proxy to bridge a local Model Context Protocol (MCP) server listening over H | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 6 | 1,740 tok |
| bradleybeatz1313/awesome-agents-md agents.md The Rosetta Stone for AI coding agents — production configs for every popular stack | 2 | GitHub Copilot | 1 | 521 tok |
| dev-lou/PixelPilot Stop AI slop. 91+ rules that force Cursor, Copilot & Windsurf to write unique, production- | 2 | GitHub Copilot | 92 | 327,604 tok |
| andiupn/andy-universal-agent-rules kuncimu.com 🛰️ Gold Standard AI-Agent coding rules & workspace governance template. Compatible with G | 2 | Codex, GitHub Copilot, OpenCode | 2 | 1,914 tok |
| yunze7373/openclaw-termux OpenClaw Termux Fork - Personal customizations | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 6,822 tok |
| GovOn-Org/GovOn govon-org.github.io Dong-A University field mirror-type linked project | GovOn Agentic Shell | Collaboration w | 2 | Codex, GitHub Copilot, OpenCode | 2 | 923 tok |
| QWED-AI/qwed-infra docs.qwedai.tech Deterministic verification layer for infrastructure as code. Verifies AWS IAM policies, ne | 2 | GitHub Copilot | 1 | 205 tok |
| UnicornXOS/Chonost-manifest-os Chonost Manuscript OS is an intelligent manuscript management system designed to support c | 2 | Codex, GitHub Copilot, OpenCode | 2 | 1,666 tok |
| squaduplabs/agent-ios squaduplabs.com Drive the iOS Simulator from the CLI for AI coding agents: accessibility snapshots with el | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 1,008 tok |
| microsoft/Build26-DEM312-multi-agents-in-action-with-3-ai-agents-3-frameworks-tools-models build.microsoft.com Demo resources showcasing multi-agent orchestration across three AI frameworks, tool integ | 2 | Codex, GitHub Copilot, OpenCode | 2 | 1,029 tok |
| illodev/markdown-negotiation-for-agents WordPress plugin that serves content as Markdown via HTTP content negotiation. Clients sen | 2 | GitHub Copilot | 1 | 2,772 tok |
| chrisgleissner/llm-tools Linux tools for local LLM use across Codex, Claude, Copilot, Kilo Code, OpenCode, MiniMax | 2 | Codex, GitHub Copilot, OpenCode | 4 | 16,422 tok |
| arijeetganguli/agent-code-tracker Track and calculate the percentage of code written by AI agents (like GitHub Copilot) vers | 2 | Claude Code, GitHub Copilot | 2 | 348 tok |
| JJHbrams/Project-AMBER Local-first project memory for AI coding tools on Windows. Connect Claude Code, Codex and | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 15 | 1,673 tok |
| johnie/skills johnie.se Production-ready AI agent skills for development workflows. Agent-agnostic prompt template | 2 | Claude Code, GitHub Copilot | 4 | 871 tok |
| sanchitnis/SrujanaSangama | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 28 | 1,825 tok |
| huqianghui/csa-ppt-plugin All-in-one presentation toolkit for Azure Cloud Solution Architects - Claude Code plugin w | 2 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 3,725 tok |
| Surya8991/AgentMaster Meta-orchestrator for AI coding agents. Auto-routes tasks to 41+ skills across 21 categori | 2 | Claude Code, GitHub Copilot | 2 | 15,494 tok |
| SpineEventEngine/config spine.io Dependencies and build configurations shared among subprojects | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 2,359 tok |
| enuno/dokploy A collection of dokploy application templates designed to be integrated with Cloudflare se | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 13 | 4,643 tok |
| fwornle/coding Coding Agent support tools, knowledge management, guardrails, constraints | 2 | Claude Code, GitHub Copilot | 11 | 8,972 tok |
| Azure-Samples/PhotoAlbum A photo album application to manage your photos. | 2 | Claude Code, GitHub Copilot | 2 | 829 tok |
| LucasMatuszewski/JSystems-SilkyCoders-1 | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 24 | 1,539 tok |
| z4ppy/playlab42 z4ppy.github.io Plateforme pédagogique complète pour la formation au développement assisté par IA : suppor | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 19 | 4,696 tok |
| christaylorcodes/GitHub-Template Some generic templated information that should apply to most repositories. | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 5 | 4,090 tok |
| Conviva/conviva-ios-appanalytics Conviva iOS App Analytics | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 8,377 tok |
| Conviva/conviva-android-appanalytics Conviva Android App Analytics | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 4,430 tok |
| eformat/data-agent-template | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,866 tok |
| djm204/frankenbeast Deterministic guardrails for AI agents; operational dashboards moved to Smart Swarm | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 4,483 tok |
| jsturtevant/local-code-interpreter-tool | 2 | Claude Code, GitHub Copilot | 6 | 1,022 tok |