3,542 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708
All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| kurone-kito/idd-skill 🤖 An automated setup kit for implementing loop engineering based on issue-driven developm | 11 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 23 | 104,679 tok |
| madeindigio/remembrances-mcp madeindigio.github.io A multimodal memory MCP server for made that your AI assistant learn from you and itself. | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 675 tok |
| elbruno/ElBruno.MempalaceNet MemPalace.NET — local-first AI memory in .NET (port of MemPalace) | 11 | Claude Code, Codex, GitHub Copilot | 5 | 2,605 tok |
| badrshs/scribe-ai badrshs.github.io Automated content pipeline for Laravel. Scrape → AI rewrite → generate image → publish to | 11 | GitHub Copilot | 1 | 1,680 tok |
| sane-apps/SaneProcess saneapps.com Workflow guardrails for coding agents and LLM-assisted development: AGENTS.md, native hook | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 4,998 tok |
| klodr/mercury-invoicing-mcp Mercury Banking MCP server with full Invoicing API support. Read accounts/transactions and | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,523 tok |
| hugefiver/OAI2LMApi marketplace.visualstudio.com OpenAI to Language Model API Bridge - Use OpenAI-Compatible API in Copilot - [VScode Exten | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 4,748 tok |
| microsoft/Build26-DEM341-any-agent-any-cloud-standardized-tracing-with-foundry-and-opentelemetry build.microsoft.com Demo walkthrough and sample code for standardized multi-agent observability across clouds | 11 | Codex, GitHub Copilot, OpenCode | 2 | 1,029 tok |
| simonlpaige/commonweave simonlpaige.com An open-source blueprint for the peaceful transition to a post-scarcity, ecologically sust | 11 | Codex, GitHub Copilot, OpenCode | 2 | 1,827 tok |
| lucab85/Claude-Code-Bootcamp Claude Code Extended: Build 10 Real-World Projects with Claude Code | 11 | Claude Code, GitHub Copilot | 20 | 131 tok |
| Azure/sap-automation-bootstrap Bootstrap repo for SDAF | 11 | Claude Code, GitHub Copilot, Gemini CLI | 3 | 568 tok |
| neverinfamous/db-mcp search.adamic.tech Secure Database MCP Server featuring a V8 Isolate Code Mode sandbox that unifies 181+ tool | 11 | GitHub Copilot | 1 | 1,088 tok |
| aixolotl/microsoft-planner-mcp Unofficial MCP server for Microsoft Planner using Microsoft Graph and Entra ID delegated a | 11 | GitHub Copilot | 4 | 2,865 tok |
| berkeleybop/bbop-skills Best practices for BBOP group repos, intended for coding agents and humans | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 251 tok |
| fredabila/orcbot orcbot.buzzchat.site A self-improving AI agent that learns from failures, builds its own skills, and runs on Te | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 6,645 tok |
| jiangyurong609/claude-code-any | 11 | Claude Code, GitHub Copilot | 2 | 1,106 tok |
| vkpriyesh/ai-stuff | 11 | GitHub Copilot | 3 | 877 tok |
| ruah-dev/ruah-orch | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 508 tok |
| keugenek/shark 🦈 The Shark Skill - non-blocking AI agent execution for Claude Code and OpenClaw. A shark | 11 | Codex, GitHub Copilot, OpenCode | 2 | 176 tok |
| yogin16/better-cli SKILL.md for AI Agents to vibe best practices of CLIs that are good for humans and AI | 11 | Codex, GitHub Copilot, OpenCode | 2 | 506 tok |
| swigerb/squad-pod Pixel art office where your Squad AI agents come to life as animated characters — adapted | 11 | GitHub Copilot | 1 | 1,126 tok |
| nilupulk/claude-code-free Run Claude Code CLI for free using OpenRouter - No paid subscription needed | 11 | Claude Code, GitHub Copilot | 2 | 1,106 tok |
| crambon/AutoCadMcp | 11 | GitHub Copilot | 1 | 1,302 tok |
| az-scout/az-scout docs.az-scout.com Scout Azure regions for VM availability, zone mappings, pricing, spot scores, and quota — | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 24 | 10,129 tok |
| mrkanitkar/playwright-praman praman.dev AI-First SAP UI5 Test Automation for Playwright | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 13 | 9,282 tok |
| MDMAtk/TormentNexus At long last | 11 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 5 | 2,603 tok |
| paulasilvatech/frontier-cockpit paulasilvatech.github.io GitHub Copilot observability cockpit for local developer telemetry, AI Credits cost awaren | 11 | Claude Code, Codex, GitHub Copilot | 35 | 4,254 tok |
| Coveros/StrategiesforTestingAI Repo for Strategies for Testing AI-Based Systems Class | 11 | Claude Code, GitHub Copilot | 8 | 680 tok |
| DevSwat-ResonantGenesis/RG_IDE dev-swat.com Resonant IDE — AI-native code editor built on VS Code OSS. Agentic loop, 59 local tools, 1 | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 32 | 11,482 tok |
| FRCTeam360/RainMaker26 | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 6 | 7,345 tok |
| Burly-Mingo/modernization-kit AI-assisted legacy application modernization methodology for Kiro IDE. Structured specs, s | 11 | Claude Code, GitHub Copilot | 8 | 2,361 tok |
| neil-gilbert/CodePunk An agentic coding assistant that works with your existing tools and any AI provider. | 11 | GitHub Copilot | 1 | 15 tok |
| microsoft/github-constellation-software microsoft.github.io A curated public hub of GitHub and GitHub Copilot resources for Constellation Software Inc | 11 | GitHub Copilot | 1 | 1,431 tok |
| ai4curation/github-ai-integrations ai4curation.github.io Copier template for adding AI integrations to a GH repo | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 162 tok |
| briancl2/CustomerNewsletter briancl2.github.io | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 24 | 1,219 tok |
| idoforgod/baduk-AgenticWorkflow Baduk (Go) Platform — KataGo AI matches + real-time analysis + Tauri 2.0 desktop app. Base | 11 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 42 | 28,459 tok |
| feliperun/md.html | 11 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 5 | 2,006 tok |
| pierodn/gdevice Compute Engine | 11 | Codex, GitHub Copilot, OpenCode | 2 | 7,274 tok |
| ProteusLLP/proteusllp-actuarial-library An actuarial stochastic modeling library in python. | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,352 tok |
| DataBiosphere/consent duos.broadinstitute.org Broad Institute Data Use Oversight System | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 706 tok |
| n-side-dev/wefa N-SIDE Energy Web Factory libraries | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 5 | 1,204 tok |
| inoshiro/inuinouta | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 6 | 4,314 tok |
| linuxfoundation/lfx-self-serve linuxfoundation.github.io LFX Self Serve UI | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 21 | 6,741 tok |
| datenoio/internacia-db Public registry of the intergovernmental organizations, country groups and countries. Avai | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,926 tok |
| kareemessam09/Openship-App Unofficial KMP client for Openship (self-hostable deploy platform) | 11 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 19 | 6,441 tok |
| shailendrahegde/pbi-to-exec-deck Create executive-ready presentation decks from BI reports. | 11 | Claude Code, GitHub Copilot | 4 | 4,547 tok |
| godwin3737/mcp-server-microsoft365-filesearch | 11 | GitHub Copilot | 1 | 44 tok |
| dmbyer/Hedron A C# mud with web admin targeting .net core on Blazor server | 11 | Claude Code, GitHub Copilot | 23 | 2,375 tok |
| blopa/musclog-app musclog.app Musclog - Lift, Log, Repeat | 11 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 25,482 tok |
| wwbweibo/live2d-assistant Live2d Assistant is an extensive assistant application with mcp server and multi-agent sup | 11 | Claude Code, GitHub Copilot | 2 | 2,420 tok |