44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971
All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| reshaprio/reshapr.io reshapr.io reShapr website and documentation: turn your APIs AI-Native, without rebuilding them | 10 | Codex, OpenCode | 1 | 666 tok |
| aryankeluskar/polymarket-mcp smithery.ai MCP Server for Polymarket API. #6 most used MCP on Smithey leaderboards. 50.4k users in Ma | 10 | Codex, OpenCode | 1 | 3,841 tok |
| Knuckles-Team/gitlab-api GitLab MCP Server and Python API Wrapper | 10 | Claude Code, Codex, OpenCode | 2 | 3,937 tok |
| gitcoder89431/tuitube ruixen.app YouTube catalog TUI — browse curated channels, stream via mpv, download on demand. | 10 | Codex, OpenCode | 1 | 1,807 tok |
| etr/wonk Structure-aware code search that cuts LLM token burn. Tree-sitter indexing, ranked results | 10 | Claude Code | 1 | 1,820 tok |
| modeldriveprotocol/modeldriveprotocol modeldriveprotocol.github.io Model Drive Protocol (MDP): MDP turns runtime-local capabilities into MCP-reachable capabi | 10 | Codex, OpenCode | 1 | 625 tok |
| Scaffoldic/agentforge-py pypi.org Production-grade, contracts-first framework for AI agents in Python — vendor-neutral, audi | 10 | Codex, OpenCode | 1 | 2,434 tok |
| JoodasCode/SlopWatch SlopWatch is a Model Context Protocol (MCP) server that provides AI accountability tools. | 10 | Cursor | 1 | 916 tok |
| mjunaidca/taskforce avixato.com MultiTenant Human-Agent (claude, gemini etc.) Task Orchestration Platform. | 10 | Claude Code, Cursor, Gemini CLI | 41 | 5,814 tok |
| mdesalvo/Morgana mdesalvo.github.io A magical witch assistant equipped with an enchanted grimoire powered by AI, yet shaped by | 10 | Claude Code | 6 | — |
| Metaworkers-ai/governedmemory demo.metaworkers.ai Open-source governed memory for AI agents: prompt-injection-resistant writes, purpose-boun | 10 | Claude Code | 1 | 48 tok |
| DesignPipe/exfig designpipe.github.io ExFig — fast design-to-code CLI for Figma & Penpot with parallel exports, batch processing | 10 | Claude Code, Codex, Cursor, Gemini CLI, OpenCode | 34 | 2,210 tok |
| MCPWorks-Technologies-Inc/mcpworks-api mcpworks.io Open-source platform for token-efficient AI agents. Self-host with docker compose up. | 10 | Claude Code, Codex, OpenCode | 12 | 4,187 tok |
| onEnterFrame/lobsterroll lobsterroll.chat 🦞 Agent-native messaging — where AI agents and humans are equal participants. Open source | 10 | Claude Code, Codex, OpenCode | 2 | 3,245 tok |
| microsoft/Build26-BRK242-turn-your-agents-into-action-connect-tools-apis-and-documents build.microsoft.com Resources for connecting agents to the right tools, APIs, and documents with context-aware | 10 | Codex, GitHub Copilot, OpenCode | 2 | 752 tok |
| yujiachen-y/agent-bundle agent-bundle.com Bundle agent skills into a single deployable agent — sandboxed execution, token-scoped dat | 10 | Claude Code, Codex, OpenCode | 2 | 1,101 tok |
| alexylon/sofos-code Terminal-based AI coding assistant with Claude/OpenAI support, secure local tools, web sea | 10 | Claude Code, Codex, OpenCode | 2 | 4,931 tok |
| yllibed/repl repl.yllibed.org One .NET command graph. CLI, REPL, remote sessions, MCP. | 10 | Codex, OpenCode | 1 | 74 tok |
| zhound420/D365FO-claude-connector MCP server for Microsoft Dynamics 365 Finance & Operations - enables AI assistants to expl | 10 | Claude Code | 1 | 1,582 tok |
| C4AL/CodexCliPlus All-in-one Codex CLI manager for Windows based on CLIProxyAPI | 10 | Codex, OpenCode | 1 | 172 tok |
| projectbluefin/website projectbluefin.io Website | 10 | Codex, OpenCode | 1 | 3,332 tok |
| shaharia-lab/goai AI SDK for building AI-powered applications in Go | 10 | Claude Code | 1 | 1,119 tok |
| Deepractice/UIX uix-c3n.pages.dev AI-to-UI IR Protocol Layer — The Last Mile from AI to Human. Includes Lucid UI Skill for p | 10 | Claude Code | 1 | 365 tok |
| milisp/codexsm Manage codex cli session base on project, Tauri app, view, rename, delete, resume session | 10 | Codex, OpenCode | 1 | 88 tok |
| 777genius/lintai 777genius.github.io Offline-first, precision-first security linter for SKILLS, MCP, plugins, configs and other | 10 | Claude Code, GitHub Copilot | 3 | 21 tok |
| woliveiras/dominando-agentes-ia woliveiras.github.io Livro aberto sobre AI Agents para Pessoas Engenheiras de Software focado em Python, LangCh | 10 | GitHub Copilot | 1 | 1,222 tok |
| gradion-ai/hybrid-groups gradion-ai.github.io Hybrid Groups integrates human team collaboration with AI agents | 10 | Claude Code | 1 | 223 tok |
| OtterlySpaceLabs/speekify otterlyspacelabs.github.io Speekify turns CLI text, stdin, local .txt/.md/.pdf files and YouTube video transcripts or | 10 | Codex, OpenCode | 1 | 218 tok |
| nobrainer-tech/langflow-mcp nobrainer.tech MCP server for Langflow — gives AI assistants full access to Langflow workflow automation | 10 | Claude Code, Codex, OpenCode | 14 | 1,990 tok |
| EuclideanAI/mcp-client A custom Model Context Protocol (MCP) Client interface with integrated LLM agent chat capa | 10 | GitHub Copilot | 1 | 495 tok |
| codingwithriha/ai-email-agent ai-email-agent-blue.vercel.app MailMind AI is a modern AI powered email generation platform built with Next.js 16, TypeSc | 10 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| seandavi/biomedical-agent-kg biomed-agents.cancerdatasci.org Generated knowledge graph of biomedical LLM agent systems | 10 | Claude Code | 1 | 1,995 tok |
| theSharque/mcp-jperf Java profiler and perfomance tool MCP | 10 | Codex, OpenCode | 1 | 632 tok |
| echology-io/decompose echology.io The missing cognitive primitive for AI agents. Decompose any text into classified semantic | 10 | Claude Code | 1 | 689 tok |
| grekt-labs/cli grekt.com AI artifacts versioned, synced, and shared across tools and teams. | 10 | Claude Code | 2 | — |
| boardwalk-labs/boardwalk Open-source control plane for agent workflows | 10 | Claude Code | 1 | — |
| fomyio/phantom-ear fomy.io PhantomEar is a privacy-first, local-only AI meeting assistant that runs invisibly on your | 10 | Claude Code | 1 | 1,505 tok |
| xavyo/xavyo xavyo.net The Identity Platform for the AI Agent Era. Secure humans, machines, and AI agents with a | 10 | Claude Code, Codex, OpenCode | 3 | 2,582 tok |
| pmbstyle/Octopal octopal.ca A local AI agent platform for people who want broad, real-world automation with a design t | 10 | Codex, OpenCode | 1 | 2,634 tok |
| jperrello/Saturn jperrello.github.io AI endpoints discoverable on local networks. | 10 | Codex, OpenCode | 1 | 350 tok |
| xhwSkhizein/agiwo docs.agiwo.o-ai.tech Open-source streaming-first Python AI agent framework and console for building, orchestrat | 10 | Codex, OpenCode | 1 | 6,762 tok |
| emrecanozturk/intentflow-ios Workflow-first, AI-ready iOS architecture with typed effects, manifests, SwiftUI/UIKit exa | 10 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 6 | 1,359 tok |
| rsoutar/claw-screener Stock screener using technical and fundamental analysis. Finding oversold stocks, screenin | 10 | Codex, OpenCode | 1 | 517 tok |
| wouerner/cirurgia Cirurgico: Curso Engenheiro de Software com auxilio de IA | 10 | Gemini CLI | 1 | 591 tok |
| bitcoinalexis/Lotokens-Skill-Claude-Code "Lotokens" es un skill para ahorrar tokens al momento de utilizar claude code | 10 | Codex, OpenCode | 1 | 616 tok |
| aknochow/ogo aknochow.github.io OGO (OpenShell Gateway Operator): Deploy and manage NVIDIA OpenShell Gateway instances on | 10 | Claude Code, Codex, OpenCode | 2 | 950 tok |
| square-story/blipko blipko.lol Blipko is a conversational personal-budget tracker on Telegram. Log what you spend in plai | 10 | Claude Code | 1 | 3,915 tok |
| Rosentic/rosentic-action rosentic.com GitHub Action: find conflicts across branches before merge. One YAML file. Results on your | 10 | Claude Code | 1 | 118 tok |
| arcayne/agentic-delivery-playbook Spec first workflow for coding agents: choose the right model per task, use strong reasoni | 10 | Codex, OpenCode | 1 | 111 tok |
| kwanpham2195/symphony-go Autonomous agent orchestrator — polls Linear issues, creates workspaces, runs Codex sessio | 10 | Claude Code, Codex, OpenCode | 7 | 2,021 tok |