32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980
All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| segentic-lab/periscope-mcp lab.segentic.dev Web-app QA, testing & analysis for AI agents — 74 Playwright tools: authenticated flows (2 | 10 | Claude Code, Codex, OpenCode | 2 | 8,976 tok |
| AlanOgic/mcp-odoo-adv Enhanced Odoo MCP server (STDIO, SSE, Streamable HTTP) | 10 | Claude Code, Codex, OpenCode | 10 | 4,934 tok |
| MadnessEngineering/Omnispindle madnessinteractive.cc A comprehensive MCP-based todo management system, that serves as a central nervous system | 10 | Claude Code | 2 | 5,096 tok |
| Knuckles-Team/gitlab-api GitLab MCP Server and Python API Wrapper | 10 | Claude Code, Codex, OpenCode | 2 | 3,937 tok |
| etr/wonk Structure-aware code search that cuts LLM token burn. Tree-sitter indexing, ranked results | 10 | Claude Code | 1 | 1,820 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 |
| 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 |
| zhound420/D365FO-claude-connector MCP server for Microsoft Dynamics 365 Finance & Operations - enables AI assistants to expl | 10 | Claude Code | 1 | 1,582 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 |
| 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 |
| gradion-ai/hybrid-groups gradion-ai.github.io Hybrid Groups integrates human team collaboration with AI agents | 10 | Claude Code | 1 | 223 tok |
| kvncampos/nautobot-ai-ops kvncampos.github.io Nautobot AI Plugin - Large Language Models (LLM), Model Context Protocol (MCP), Middleware | 10 | Claude Code | 1 | — |
| 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 | 3,840 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 |
| 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 |
| 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 |
| 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 |
| kwanpham2195/symphony-go Autonomous agent orchestrator — polls Linear issues, creates workspaces, runs Codex sessio | 10 | Claude Code, Codex, OpenCode | 7 | 2,021 tok |
| bamdadd/lintel AI-human engineering platform where AI agents and humans collaborate as teammates to plan, | 10 | Claude Code | 1 | 5,377 tok |
| runtimenoteslabs/memory-layer runtimenotes.com Persistent memory for AI coding agents with outcome-based learning | 10 | Claude Code | 13 | — |
| KevinYoung-Kw/robust-llm-wiki Research-backed schema framework for maintaining Karpathy-style LLM Wikis with robust inge | 10 | Claude Code | 1 | 514 tok |
| minhlucvan/notebookmd pypi.org The notebook for AI agents. Write Python. Get Markdown reports. | 10 | Claude Code | 6 | 1,402 tok |
| openshift-hyperfleet/kartograph openshift-hyperfleet.github.io Enterprise-Ready Bi-Temporal Knowledge Graph Platform | 10 | Claude Code, Codex, OpenCode | 3 | 1,823 tok |
| zhangyu94/humanfile Declare boundaries for coding agents with .human files. | 10 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 1,003 tok |
| jeremylongshore/perception-with-intent perception-with-intent.web.app Perception watches the web, ranks what matters, and delivers a finite, source-backed signa | 10 | Claude Code, Codex, OpenCode | 2 | 4,139 tok |
| happyhqdotcom/happyhq happyhq.com HappyHQ is the AI workspace for everyday work. | 10 | Claude Code | 1 | 299 tok |
| uwzis/UniSpec Spec-driven development (SDD) for agents, all in a docker-like interface with your own cus | 10 | Claude Code | 1 | — |
| solvela-ai/solvela solvela.ai Solana-native AI agent payment infrastructure. AI agents pay for LLM API calls with USDC-S | 10 | Claude Code, Codex, OpenCode | 4 | 6,632 tok |
| agentii-ai/blog-tech-kit kits.agentii.ai Spec-driven toolkit for building authority blogs with AI agents. Define content strategy, | 10 | Claude Code, Codex, OpenCode | 1 | 3,473 tok |
| nanocoai/nanoclaw-telegram NanoClaw Telegram channel integration | 10 | Claude Code | 31 | 948 tok |
| cooco119/djk-research | 10 | Claude Code | 1 | 857 tok |
| aurehub/skills A collection of reusable Agent Skills for AI coding agents | 10 | Claude Code, Codex, OpenCode | 2 | 1,795 tok |
| enricai/leerie Leerie is a graph-engineered task driver for Claude Code. One prompt. Finished, committed, | 10 | Claude Code | 1 | 9,789 tok |
| Kalapaja/Kalatori Kalatori daemon to handle chain-to-webstore interaction | 10 | Claude Code, Codex, OpenCode | 3 | 2,166 tok |
| crazynomad/apple-podcast-downloader A comprehensive Claude Code skill for searching, browsing, and downloading podcast episode | 10 | Claude Code | 1 | 1,075 tok |
| hidumou/xsh-info-card SupSub financial information card production pipeline · JSON → Jinja2 → PNG | 10 | Claude Code | 2 | 443 tok |