3,528 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 agents7,473Claude Code6,589Data and AI3,693Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Memory and context2,354Testing2,335DevOps and cloud2,298Research2,288Writing and docs2,284Frontend2,242Security1,995Productivity1,703
All Claude Code32,066 Codex23,211 OpenCode21,984 GitHub Copilot3,528 Gemini CLI1,908 Cursor1,730 Windsurf104 Kiro70
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| ddalcu/ghost-canvas AI-controlled visual design tool. LLM designs, humans view. | 20 | Claude Code, GitHub Copilot | 4 | 3,921 tok |
| neronotte/Greg.Xrm.Mcp MCP Server(s) for Power Platform Development | 20 | GitHub Copilot | 1 | 142 tok |
| scarecr0w12/whmcs-mcp-tool | 20 | GitHub Copilot | 1 | 363 tok |
| savannah-i-g/nanotracker-api-sdk Drive a live nanoTracker session (https://federatedindustrial.com/tracker) from any AI cod | 20 | Claude Code, Codex, GitHub Copilot, OpenCode | 10 | 3,370 tok |
| pierreb-devkit/Node weareopensource.me :computer: Node - Boilerplate Back : Express, Jwt, Mongo, Sequelize | 20 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 2,293 tok |
| jacksonjp0311-gif/Cortex Local-first memory for AI coding agents. Indexes your repo and delivers bounded, provenanc | 20 | GitHub Copilot | 1 | 166 tok |
| linuxfoundation/lfx-mcp LFX MCP (Model Context Protocol) Server | 20 | Claude Code, Codex, GitHub Copilot, OpenCode | 5 | 7,070 tok |
| goodguy1963/Copilot-Cockpit Copilot Cockpit is the kanban board system for AI work in VS Code: planning and triage, ex | 20 | Claude Code, Codex, GitHub Copilot | 17 | 142 tok |
| B3Pay/ic-reactor ic-reactor.b3pay.net IC-Reactor: A suite of JavaScript libraries for seamless frontend development on the Inter | 20 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 7,164 tok |
| AzureAD/microsoft-identity-abstractions-for-dotnet Contains interfaces and data classes used in the .NET Microsoft authentication libraries ( | 20 | GitHub Copilot | 1 | 38 tok |
| AB-Lindex/github-copilot Organizational baseline configuration for GitHub Copilot with standardized chat modes, ins | 20 | GitHub Copilot | 1 | 40 tok |
| footprintjs/footPrint footprintjs.github.io The flowchart pattern for backend code — self-explainable systems that AI can reason about | 20 | Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf | 4 | 15,695 tok |
| nirholas/analyze-ethereum-address Analyze Efficient Ethereum Addresses | 20 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 616 tok |
| marjoballabani/hypergrep A better grep for AI agents. Structural search, call graphs, impact analysis, semantic com | 20 | GitHub Copilot | 1 | 414 tok |
| sandraschi/ocr-mcp FastMCP server providing advanced OCR capabilities with current state-of-the-art models (D | 20 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf | 8 | 822 tok |
| MiguelTVMS/tplink-omada-mcp hub.docker.com MCP server for TP-Link Omada Controller. Use your prefered AI agent to see all the informa | 20 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 4,435 tok |
| saniales/ai-lesson-planner Chat-first toolkit for teachers to plan complete courses and lessons with multi-agent work | 20 | GitHub Copilot | 1 | 720 tok |
| kajitiluna/erd-designer kajitiluna.github.io Free, open-source ERD designer for browser, VS Code & Google Drive — with AI agent integra | 20 | Claude Code, GitHub Copilot | 3 | 268 tok |
| Kminer2053/demo-video-skill Demo videos created by coding agents — properly showcase your vibe coding results. | 20 | Codex, GitHub Copilot, OpenCode | 2 | 1,441 tok |
| pimcore/studio-backend-bundle Studio Backend bundle | 20 | Claude Code, Codex, GitHub Copilot | 3 | 1,670 tok |
| nirholas/g1t nirholas.github.io | 20 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 770 tok |
| Macavity/mapeditor Online TileMap Editor for json/tmx files exported from Tiled. | 20 | GitHub Copilot | 1 | 815 tok |
| JustinGrote/ExcelFast A high performance PowerShell module for importing, exporting, and manipulating Excel File | 20 | GitHub Copilot | 1 | 672 tok |
| MartinLoeper/claude-o-meter CLI tool to extract Claude AI usage metrics as JSON for status bars like HyprPanel. Includ | 19 | Claude Code, GitHub Copilot | 2 | 1,583 tok |
| danmartinez78/VectorClaw Anki Vector + OpenClaw integration via MCP. Give your AI assistant a body. MCP server con | 19 | GitHub Copilot | 1 | 418 tok |
| ehsanghaffar/einbiogpt bio.eindev.ir An intelligent web application built with Next.js, Tailwind CSS, and OpenAI's GPT models. | 19 | Codex, GitHub Copilot, OpenCode | 2 | 2,000 tok |
| openapi/mcp-server console.openapi.com 🧠 A powerful, fully featured MCP Server for interacting with AI agents powered by @Openap | 19 | GitHub Copilot | 1 | 1,021 tok |
| fortify/skills opentext.com AI agent skills for OpenText Fortify — SAST/DAST/SCA scanning, vulnerability triage, remed | 19 | Claude Code, GitHub Copilot | 1 | 1,613 tok |
| goldspanlabs/optopsy-mcp Rust-based rewrite of Optopsy: An options backtesting engine exposed via Model Context Pro | 19 | Claude Code, GitHub Copilot | 2 | 8,111 tok |
| sbroenne/mcp-server-powerpoint powerpointmcpserver.dev Automate real Microsoft PowerPoint with AI via MCP Server or CLI - slides, shapes, tables, | 19 | GitHub Copilot | 6 | 10,417 tok |
| TALXIS/tools-cli Provide your coding agent with tools and skills to make it build, deploy and troubleshoot | 19 | GitHub Copilot | 1 | 143 tok |
| spences10/mcp-sqlite-tools A Model Context Protocol (MCP) server that provides comprehensive SQLite database operatio | 19 | GitHub Copilot | 1 | 239 tok |
| nativesoil/handover nativesoil.dev An open JSON format and local toolchain for carrying an AI assisted project's working stat | 19 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 6,002 tok |
| docdyhr/simplenote-mcp-server MCP Server for Simplenote integration with Claude Desktop | 19 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,943 tok |
| Bugb-Technologies/guardlink guardlink.bugb.io AI-maintained security annotations for code. Continuous threat modeling, enforced in CI. | 19 | Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf | 4 | 14,840 tok |
| smartzan63/lucid-mcp-server | 19 | GitHub Copilot | 1 | 323 tok |
| lexmount/browseruse-agent-bench lexmount.github.io Real-world browser-agent benchmark: 210 tasks across 107 websites, multi-agent/multi-brows | 19 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 4,862 tok |
| V0ightt/Rassam rassam.dev Rassam is an agent that lets you create flowcharts and convert them to code and vice versa | 19 | Claude Code, GitHub Copilot | 2 | 2,661 tok |
| Hiroki-org/jules-extension marketplace.visualstudio.com VSCode extension for google Jules API | 19 | Claude Code, Codex, GitHub Copilot, OpenCode | 10 | 3,767 tok |
| ramalamadingdong/frc-rag-mcpserver This contains a MCP Server that has all the documentation for WPILib. | 19 | GitHub Copilot | 1 | 510 tok |
| Godzilla675/agentic-ai-tool-suite A suite of Model Context Protocol (MCP) servers designed to enhance AI agent capabilities. | 19 | GitHub Copilot | 1 | 2,311 tok |
| MP-Tool/komodo-mcp-server Model Context Protocol Server for Komodo 🦎 - Enables AI assistants to interact with Docke | 19 | GitHub Copilot | 7 | 8,917 tok |
| pandosme/make_acap A collection of demo ACAP that utilize various services in Axis Cameras. These can be use | 19 | GitHub Copilot | 1 | 904 tok |
| nokia/mcp-redfish | 19 | Codex, GitHub Copilot, OpenCode | 2 | 4,668 tok |
| phil65/LLMling Easy MCP (Model Context Protocol) servers and AI agents, defined as YAML. | 19 | GitHub Copilot | 1 | 140 tok |
| paulyuk/snap-squad Warm-start addon for bradygaster/squad — pre-baked agent squads for hire for instant deplo | 19 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,506 tok |
| context-foundry/context-foundry contextfoundry.dev Stop vibe coding. Start building. | 19 | Claude Code, GitHub Copilot | 9 | 2,921 tok |
| MohamedAbdallah-14/prompt-to-asset npmjs.com MCP server + CLI for production-grade software assets (logos, app icons, favicons, OG, ill | 19 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 17 | 20,707 tok |
| doublegate/CyberChef-MCP doublegate.github.io Model Context Protocol server for CyberChef — exposes GCHQ's "Cyber Swiss Army Knife" as A | 19 | Claude Code, Codex, GitHub Copilot, OpenCode | 6 | 12,815 tok |
| SkeneTechnologies/plg-skills | 19 | Codex, GitHub Copilot, Cursor, OpenCode | 3 | 596 tok |