44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960
All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| b1ff/atlassian-dc-mcp MCP servers for the Atlassian products (Bitbucket, Confluence, JIRA) of the Data Center ve | 109 | Claude Code | 1 | 314 tok |
| litefuse/litefuse litefuse.ai Litefuse - Agent Observability and Evaluation Platform | 109 | Claude Code, Codex, Cursor, OpenCode | 10 | 3,733 tok |
| kawayiYokami/P-ai A ready-to-use self-growing desktop AI assistant for long-running tasks, memory, agents, t | 109 | Codex, OpenCode | 1 | 7,206 tok |
| keros68/metrik Metrik provides a centralized view of quota remaining and token usage for multiple local A | 109 | Claude Code, Codex, OpenCode | 2 | 849 tok |
| samzong/Recall samzong.github.io Switch agents. Keep the history. Local-first search across your AI coding sessions. | 109 | Claude Code, Codex, OpenCode | 3 | 962 tok |
| starroyhq/agentkib agentkib.com Local-first desktop control plane for coding-agent context, Skills, sessions, and toolchai | 109 | Codex, OpenCode | 1 | 55 tok |
| Viy1204/recruiting-copilot An AI recruitment workflow for HR professionals and headhunters: defining job requirements | 109 | Codex, OpenCode | 1 | 681 tok |
| Kuadrant/mcp-gateway kuadrant.io An envoy-based MCP Gateway that integrates with Istio and policy attachment mechanisms for | 109 | Claude Code, Codex, OpenCode | 8 | 1,281 tok |
| remotebrowser/remotebrowser remotebrowser.ai Exoskeleton for autonomous assistant | 109 | Codex, OpenCode | 1 | 489 tok |
| peijun1700/bluemouse | 109 | Claude Code | 5 | — |
| dat999zx/knowl knowl.cloud Persistent memory for AI agents, for code, research and everyday life. Facts are typed, so | 109 | Claude Code | 1 | 5 tok |
| LuxAlgo/luxalgo-mcp-server mcp.luxalgo.com The LuxAlgo ecosystem as MCP tools: free and keyless. | 109 | Claude Code, Codex, OpenCode | 2 | 1,355 tok |
| lajarre/pi-vim npmjs.com Vim mode for Pi | 109 | Codex, OpenCode | 1 | 424 tok |
| SeJonJ/ChatForYou SpringBoot WebSocket & WebRTC Chatting | 109 | Claude Code, Codex, OpenCode | 46 | 1,203 tok |
| jdcodes1/claude-sh Claude Code rewritten as a bash script. ~1500 lines, zero npm packages. Just curl + jq. | 108 | Claude Code | 3 | 1,019 tok |
| Litun/bloomy-linkedin-outreach | 108 | Claude Code, Codex, OpenCode | 2 | 254 tok |
| CadeYu/spring-alpha spring-alpha-two.vercel.app | 108 | Codex, OpenCode | 1 | 4,505 tok |
| Nayjest/ai-microcore A handy lib for smooth interaction with large language models (LLMs) and crafting AI apps. | 108 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 1,486 tok |
| AbdelStark/worldforge abdelstark.github.io Harness framework to build world model based workflows for physical AI systems. | 108 | Claude Code, Codex, OpenCode | 9 | 12,727 tok |
| Endle/fireSeqSearch When using search engine, it would also search local logseq notebook | 108 | Claude Code | 6 | 2,621 tok |
| dosco/aithy aithy.dev A personal AI agent that can work safely on your machine, remember useful context, and kee | 108 | Claude Code, Codex, OpenCode | 18 | 1,311 tok |
| idoforgod/Dissertation-Simulator-AgenticWorkflow A doctoral dissertation research simulation system in which 58 AI agents collaborate acros | 108 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 12 | 39,470 tok |
| HozaifaMoustafa/hozaifamoustafa-resume-latex This how I built my Resume, you can use it to build yours, too! Have fun, and don't forget | 108 | Claude Code | 1 | 793 tok |
| TheBeardedBearSAS/claude-craft Supercharge Claude Code with Expert Knowledge A comprehensive framework for AI-assisted | 108 | Claude Code | 6 | — |
| yyzybb537/remote_claude | 108 | Claude Code, Codex, OpenCode | 2 | 12,736 tok |
| zizicici/Watermelon iOS Photos Backup App. Supports Backup to External Storage, SMB, WebDAV, S3-Compatible Buc | 108 | Claude Code, Codex, OpenCode | 2 | 1,533 tok |
| GRIND-Lab-Core/night_owl_research_agent Fully automatic AI research agent for Geoscientists, Remote Sensing researchers, and GISci | 108 | Claude Code | 1 | 4,725 tok |
| tornado-doc/tdoc tdoc.dev Prompt-native interactive HTML docs — bdocs. Generate, comment on, and publish docs from i | 108 | Claude Code, Codex, OpenCode | 2 | 678 tok |
| AdamBien/bce.design minimal magic, minimal tooling, essential dependencies, high productivity, no transpilatio | 108 | Codex, OpenCode | 1 | 632 tok |
| mishamyrt/perplexity-web-api-mcp mishamyrt.github.io 🔍 Perplexity AI MCP without API key | 108 | Codex, OpenCode | 1 | 507 tok |
| Copexit/am-i-exposed The bitcoin privacy scanner you were afraid to run. | 108 | Claude Code | 1 | 2,005 tok |
| Towow-ai/Flowness towow.net A work-centered runtime for agentic software engineering. Work persists; agents, context, | 108 | Claude Code | 14 | — |
| fl-sean03/OpenSDL seanflorez.com A modular Python foundation for reproducible computational and autonomous laboratories. Al | 108 | Claude Code, Codex, OpenCode | 13 | 921 tok |
| chinawsb/daofy Daofy for Delphi — MCP Server that compiles Delphi projects and queries knowledge base for | 108 | Codex, OpenCode | 1 | 7,682 tok |
| jyjeanne/okf-rs A fast, open-source Rust toolkit for generating, validating and serving Open Knowledge For | 108 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 434 tok |
| manojbajaj95/claude-gtm-plugin Skills for GTM teams | 108 | Claude Code, Codex, OpenCode | 2 | 2,472 tok |
| antiv/mate antonijevic.rs Production-ready multi-agent orchestration engine built on Google ADK. Database-driven age | 108 | Claude Code, Codex, OpenCode | 4 | 6,634 tok |
| amikai/openings-mcp 💼 One MCP server to search job boards and company career sites | 108 | Claude Code, Codex, OpenCode | 6 | 102 tok |
| mertkayacs/reevesagents reevesagents.mertkayacs.com Run Claude Code, Codex, Kimi, OpenCode, Hermes and 20 other coding agents side by side, fr | 108 | Codex, OpenCode | 1 | 2,867 tok |
| MuhammadUsmanGM/claude-code-best-practices muhammadusmangm.github.io A comprehensive best-practices wiki for Claude Code - setup, CLAUDE.md templates, workflow | 108 | Claude Code | 4 | 1,463 tok |
| pug-sh/pug pug.sh Open-source product analytics | 108 | Claude Code | 1 | 17,259 tok |
| kirill-markin/flashcards-open-source-app nibomo.com AI-powered flashcards app built for serious daily study on iOS, MacOS, Android, and the we | 108 | Claude Code, Codex, OpenCode | 4 | 3,415 tok |
| getfounded/mcp-tool-kit docs.mcp-tool-kit.com Agentic abstraction layer for building high precision vertical AI agents written in python | 108 | Claude Code | 1 | 154 tok |
| dorakoo/doubao-studio Windows multi-account AI content production workbench | Projects and CSV tasks, resumable | 108 | Codex, OpenCode | 1 | 2,070 tok |
| NanoNative/nano tiny java tool - back to basics! | 108 | Claude Code, Codex, OpenCode | 2 | 1,716 tok |
| siddhantparadox/codexmanager | 107 | Codex, OpenCode | 1 | 1,279 tok |
| sathergate/sathergate-toolkit A toolkit of agent primitives | 107 | Claude Code | 1 | 112 tok |
| smithclay/claudetainer clay.fyi Easy Claude Code devcontainer workflows | 107 | Claude Code | 1 | 884 tok |
| anthr76/infra discord.gg My home or for-home infrastructure written as code defining GitOps principles for Kubernet | 107 | Claude Code | 1 | 4,765 tok |
| EvotecIT/DesktopManager powerbginfo.com DesktopManager is a C# library and PowerShell module that allows to get and set wallpapers | 107 | Codex | 2 | — |