44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971
All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| remyxai/outrider studio.remyx.ai Coding-agent harness for continuous contribution — discovers, implements & validates your | 26 | Claude Code, Codex, GitHub Copilot, OpenCode | 10 | 2,562 tok |
| WaveSpeedAI/wavespeed-cli wavespeed.ai WaveSpeed CLI — run any image, video, audio or 3D model from your terminal or coding agent | 26 | Claude Code | 1 | 1,191 tok |
| arcprime-ip/patent-prompts | 26 | Codex, OpenCode | 1 | 572 tok |
| arozumenko/sdlc-skills SDLC agents and skills for Claude Code, Cursor, Windsurf, Copilot | 26 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 5,474 tok |
| Falkicon/Mechanic In-game development hub for World of Warcraft addon developers. Centralizes debugging, tes | 26 | Claude Code, Codex, OpenCode | 29 | 4,737 tok |
| gromhacks/bonsai-ninja 🥷 Give your codebase a black belt. Local code intelligence, security analysis, and compil | 26 | Claude Code, Codex, OpenCode | 2 | 6,225 tok |
| amyotoff/open-pipi Open-source, token-frugal agents for real teams — private memory, shared packs, your hardw | 26 | Claude Code, Codex, OpenCode | 2 | 486 tok |
| artemnovichkov/Octavo Native macOS replacement for calibre: syncs an ebook library to a Kindle over MTP and edit | 26 | Claude Code | 1 | 5,343 tok |
| Njones17/AI-agent-master-cyber-skills-list The most comprehensive cybersecurity skill pack for AI coding agents — 741 skills spanning | 26 | Claude Code | 1 | 3,089 tok |
| thomas-luebker/amimcp Let Claude work on a real Amiga — an MCP server plus a tiny AmigaOS daemon. Shell, files, | 26 | Claude Code | 2 | 467 tok |
| bloom-directory/bloom bloom.directory Agent-native finance starts with your filesystem. | 26 | Codex, OpenCode | 1 | 952 tok |
| gjsify/gjsify gjsify.org The full JavaScript ecosystem, native on GNOME | 26 | Claude Code, Codex, OpenCode | 4 | 1,780 tok |
| johannesPettersson80/scena docs.rs Rust-native 3D scene-graph renderer for glTF/GLB, WebGPU/WebGL2, WASM, and headless render | 26 | Claude Code, Codex, OpenCode | 17 | 8,457 tok |
| MattArtzAnthro/gephi-ai mattartz.me Extends Gephi with AI capabilities. Includes a Gephi plugin for graph analytics, an MCP se | 26 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,106 tok |
| justinwetch/Skill-RSI Skill RSI is a recursive self-improvement loop for Agent Skills, grounded in evals. Standa | 26 | Claude Code, Codex, OpenCode | 2 | 780 tok |
| SAP/astonish sap.github.io Multi-tenant AI agent platform for teams: Studio, CLI, shared memory, reusable flows, gene | 26 | Claude Code, Codex, OpenCode | 2 | 2,387 tok |
| goldspanlabs/optopsy-mcp Rust-based rewrite of Optopsy: An options backtesting engine exposed via Model Context Pro | 26 | Claude Code, GitHub Copilot | 2 | 8,111 tok |
| camunda/skills camunda.com Camunda AI Agent skills | 26 | Claude Code, Codex, OpenCode | 2 | 1,833 tok |
| marlinjai/email-mcp Unified MCP server for email access across Gmail, Outlook, iCloud, and IMAP | 26 | Claude Code | 1 | — |
| chadthornton/upnote-mcp Model Context Protocol server for Upnote integration | 26 | Claude Code | 1 | 770 tok |
| wiggumdev/ralph Ralph Wiggum agentic loop TUI | 26 | Claude Code | 1 | 265 tok |
| cgemise971/PropFirmEA Expert Advisor automatisé pour Prop Firms (FTMO, E8, FundingPips, The5ers) | 26 | Claude Code | 1 | 2,488 tok |
| geobond13/fiction-forge galleys.ai Prose pattern scanner + MCP context server for editing AI-assisted novels. Detects 24 AI w | 26 | Claude Code | 1 | 570 tok |
| giang6283623/minimal-vibe-coding-kit A lightweight, reusable kit of shared rules, skills, and agent/command prompts for AI-assi | 26 | Claude Code, Codex, OpenCode | 3 | 2,420 tok |
| TakaGoto/rag-learning-academy A structured, multi-agent Claude Code learning environment for mastering Retrieval-Augment | 26 | Claude Code, Codex, OpenCode | 47 | 3,532 tok |
| QmQsun/Bloomberg-MCP Enhanced MCP server for Bloomberg Terminal — BDP/BDH/BDS/BQL/TA with 18 tools, caching, an | 26 | Claude Code | 1 | 5,154 tok |
| SamG-Coder/ThreeBrowserStudio LLM-first Three.js WebGPU scene and animation authoring with a persistent native viewport | 26 | Codex, OpenCode | 1 | 397 tok |
| jmeyer1980/neurodivergent-memory A TypeScript-based MCP server implementing a memory system inspired by neurodivergent cogn | 26 | Claude Code, GitHub Copilot | 3 | 1,325 tok |
| jagoff/memo memo-web-sigma.vercel.app Your coding agent starts every session with amnesia — memo fixes that, 100% on your machin | 26 | Claude Code | 4 | 9,483 tok |
| PranavNagrecha/AwesomeSalesforceSkills pranavnagrecha.github.io Salesforce AI skill library: 1,040 skill packages, 70 run-time agents and an MCP server th | 26 | Claude Code, Codex, OpenCode | 2 | 6,875 tok |
| DeliciousBuding/codex-browser-bridge Expose the ChatGPT desktop app's browser bridge (formerly Codex Desktop) as an MCP server | 26 | Codex, OpenCode | 1 | 2,159 tok |
| icoretech/warden-mcp x.com 🔐 Vaultwarden / Bitwarden MCP server for credential-aware AI agents | 26 | Codex, OpenCode | 1 | 223 tok |
| desplega-ai/agent-fs agent-fs.dev A persistent, searchable filesystem for AI agents. | 26 | Claude Code, Codex, OpenCode | 2 | 2,725 tok |
| zulip/zulipmcp windbornesystems.com Run AI agents in Zulip as @mentionable bots — or wire into any MCP client. | 26 | Claude Code | 1 | 922 tok |
| marianfoo/sap-mcp-servers Monorepo for SAP MCP servers (API Hub, Road Map Explorer, SAP Notes) and their shared SAP | 26 | Claude Code, Codex, OpenCode | 2 | 2,698 tok |
| SoMarkAI/skills AI skill for parsing PDF, images, Word & PPT into Markdown/JSON via SoMark API. Works with | 26 | Claude Code, Codex, OpenCode | 2 | 3,859 tok |
| product-on-purpose/thinking-framework-skills product-on-purpose.github.io Evidence-graded, agent-executable thinking-method skills - 63 frameworks reduced to their | 26 | Codex, OpenCode | 1 | 3,973 tok |
| ckorhonen/claude-skills cdd.dev A curated collection of skills for Claude Code and Codex — specialized capabilities across | 26 | Claude Code, Codex, OpenCode | 2 | 801 tok |
| caelum29/calibre-mcp npmjs.com The most capable Calibre MCP server — full read/write tools plus multilingual semantic sea | 26 | Claude Code, Codex, OpenCode | 2 | 1,936 tok |
| AstaBlackClove/posthive posthive.co Agentic social media scheduler to post on multi platforms with built-in MCP | 26 | Claude Code | 1 | 4,257 tok |
| mikrotik-mcp/mikrotik-mcp mikrotik-mcp.usestrict.dev A Bun-native MCP server that turns one or more MikroTik routers into +980 tools your AI ca | 26 | Claude Code, Codex, OpenCode | 34 | 4,769 tok |
| allenzhong/career-craft A coaching-first Claude Code project for helping job seekers understand, practise, and imp | 26 | Claude Code | 13 | 1,103 tok |
| jondwillis/kuluu-ffxi A faithful, open-source FINAL FANTASY XI client — rebuilt in Rust + Bevy | 26 | Claude Code, Codex, OpenCode | 24 | 8,777 tok |
| github/spec-kit-copilot Copilot-native integrations for Spec Kit across GitHub Copilot CLI, the Copilot App, and V | 26 | Codex, OpenCode | 1 | 3,008 tok |
| LaohuAD/laohu-ai-visual runninghub.ai $0.047/s or ¥0.3/s seedance2 low price | 26 | Codex, OpenCode | 1 | 8,377 tok |
| CWNU-Open-Source-Community/DeepSeekMeter macOS menu bar app that monitors your DeepSeek account balance & token usage in real time | 26 | Codex, OpenCode | 1 | 3,490 tok |
| rod-moraes/mcp-auvp | 26 | Cursor | 1 | — |
| ericluo04/claude-academic-workflow Academic research workflow for Claude Code: 20 skills covering causal inference (DiD, RDD, | 26 | Claude Code | 1 | 4,393 tok |
| voidmatcha/e2e-skills voidmatcha.art Playwright and Cypress E2E testing skills for AI agents. Generate Playwright tests, review | 26 | Claude Code, Codex, OpenCode | 2 | 6,284 tok |
| raytone-lab/agentcanvas A visual UX configurator and scaffold generator for Agent frontends. | 26 | Codex, OpenCode | 1 | 1,585 tok |