32,523 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 |
|---|---|---|---|---|
| skynetcmd/m3-memory Local-first memory backend for AI agents · 99.2% LongMemEval-S retrieval @ k=8 · Supports | 30 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 3,266 tok |
| galyarderlabs/galyarder-framework galyarderlabs.github.io Skills, commands, and integrations for AI coding agents. | 30 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,380 tok |
| lacymorrow/lacy lacy.sh Talk to your shell — commands run, questions go to AI. No prefixes. | 30 | Claude Code | 1 | 7,912 tok |
| redragonx/open-rnet Reverse engineering the R-Net CAN bus protocol for power wheelchair accessibility. DEFCON2 | 30 | Claude Code | 1 | 8,756 tok |
| onozaty/redmine-mcp-server Model Context Protocol (MCP) server for Redmine that provides comprehensive access to the | 30 | Claude Code | 2 | 1,156 tok |
| dimitar-grigorov/mcp-file-tools MCP server for file operations on non-UTF-8 text: detects the encoding from the bytes, han | 30 | Claude Code, Codex, OpenCode | 2 | 710 tok |
| dmux/OpenArchFlow openarchflow.cloud OpenArchFlow is an open-source Progressive Web App designed for cloud architects, DevOps e | 30 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| Lzh-xbccz/hermes-finance A multi-market financial analysis framework for AI Agents: MCP + Skills dual entry points, | 30 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 1,649 tok |
| vanderbilt-data-science/knowledge-spaces AI-powered Knowledge Space Theory for adaptive education. 10 Claude Code skills implementi | 30 | Claude Code | 11 | 1,265 tok |
| burin-labs/harn harnlang.com Harn is a programming language and runtime for building AI agents. | 30 | Claude Code, Codex, OpenCode | 13 | 4,497 tok |
| sardorml/tailit tailit.xyz resume tailor | 30 | Claude Code, Codex, OpenCode | 2 | 2,058 tok |
| thangphan205/tacacs-ng-ui tacacs.9ping.cloud Modern web UI for tac_plus-ng TACACS+: AAA log auditing, trend dashboards, alerting, anoma | 30 | Claude Code | 1 | 8,643 tok |
| mrconter1/vibemathed vibemathed.com Community-curated record of math problems solved by AI - significance rankings, verificati | 30 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| joe-qai/qa-skills A toolkit focused on software testing, providing requirements analysis, test planning, and | 30 | Claude Code, Codex, OpenCode | 2 | 4,238 tok |
| quangdang46/openproxy Smart AI proxy router that connects Claude Code, Cursor, Codex, Copilot, and 50+ coding to | 30 | Claude Code, Codex, OpenCode | 15 | 1,905 tok |
| OmniSocials/omnisocials-agent-skills | 30 | Claude Code | 1 | 294 tok |
| AgriciDaniel/sync Evidence-gated Claude and Codex council orchestration. | 30 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 475 tok |
| CanglongCl/dsh-web-review A web preview and element annotation plugin for the DeepSeek Harness Web GUI, enabling AI | 30 | Claude Code, Codex, OpenCode | 2 | 10,046 tok |
| 6missedcalls/personal-finance-skill agentskills.io AI-powered personal finance skill — 75 tools across 7 extensions for banking (Plaid), trad | 30 | Claude Code | 1 | 984 tok |
| NickoScope/nickol-knx-mcp nickoscope.github.io Design-time KNX/ETS assistant as an MCP server: validate (naming·DPT·status·Secure·Matter) | 30 | Claude Code | 1 | 955 tok |
| danmaps/gis-agent-skills | 30 | Claude Code, Codex, GitHub Copilot | 6 | 50 tok |
| devinilabs/pro-skill Mirror of MengTo/Skills — agent skills for Codex, Claude, and Cursor (MIT, © Meng To). Ups | 30 | Claude Code | 1 | 333 tok |
| thalesholleben/copy-thief thalesgomes.com Skill do Claude para escrever copy de alta conversao (landing pages, advertoriais, VSL) pa | 30 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 716 tok |
| capazme/mcp-legal-it capazme.github.io MCP server + Claude plugin for Italian law — 200+ tools: verified statutes, case law searc | 30 | Claude Code | 1 | — |
| akopichin/afm A control plane for AI workflows that need to finish. | 30 | Claude Code, Codex, OpenCode | 3 | 2,346 tok |
| 121103qwq/DSH-Launcher A DeepSeek Harness launcher and ecosystem manager for Windows x64. | 30 | Claude Code, Codex, OpenCode | 2 | 2,494 tok |
| tokuhirom/mutsu tokuhirom.github.io | 30 | Claude Code, Codex, OpenCode | 21 | 11,560 tok |
| beadhive/beadhive beadhive.ai An opinionated and efficient automated software-factory | 30 | Claude Code | 2 | 592 tok |
| DGatoM/DG-Claw DG Claw: instalador, painel com chat e agentes de IA em containers, no seu servidor. | 30 | Claude Code, Codex, OpenCode | 2 | 3,576 tok |
| Redseb/rpgmaker-mz-mcp mikozyz.dev MCP server for RPG Maker MZ | 30 | Claude Code | 2 | — |
| crayon-ai/workbuddy-studio Workbuddy self-media workspace | 30 | Claude Code | 13 | 425 tok |
| reqvire-org/reqvire reqvire.org A semantic engineering framework for building verifiable and traceable software. | 30 | Claude Code | 1 | 2,711 tok |
| AI-agents-incubator/n8n-pilot | 30 | Claude Code, Codex, OpenCode | 24 | 3,184 tok |
| bobbylight/DragonWarriorJS bobbylight.github.io A Dragon Warrior clone written in JavaScript. | 30 | Claude Code | 4 | 875 tok |
| dcelisgarza/PortfolioOptimisers.jl dcelisgarza.github.io Portfolio optimisation library for Julia. Over 50 risk measures (CVaR, EVaR, RLVaR, drawdo | 30 | Claude Code, Codex, GitHub Copilot, OpenCode | 17 | 35,439 tok |
| xiaolai/claude-english-buddy-for-claude | 30 | Claude Code, Codex, OpenCode | 2 | 1,208 tok |
| ForgeAILab/forge forgeailab.github.io AI coding agent workflow engine for structured task lifecycles. | 29 | Claude Code, Codex, OpenCode | 5 | 3,108 tok |
| Shin-sibainu/google-search-console-mcp-server Model Context Protocol server for Google Search Console API - integrate with Claude Code a | 29 | Claude Code | 1 | 1,217 tok |
| Z-Bra0/Ski skicli.com Install AI agent skills from Git into Claude, Codex, Cursor, and OpenClaw with a manifest, | 29 | Claude Code, Codex, OpenCode | 2 | 418 tok |
| waiaas/WAIaaS waiaas.ai Wallet-as-a-Service for all AI agents in the world | 29 | Claude Code | 2 | 1,754 tok |
| omixam/pensamiento-critico Skill para Claude Code que analiza textos argumentativos con el marco Paul-Elder (8 elemen | 29 | Claude Code | 1 | — |
| philngt/contextd philngt.github.io Build system for AI coding-agent context. Generate deterministic, explainable context arti | 29 | Claude Code | 13 | — |
| HaowenHou/AgenticResearchWiki An Agent-native Obsidian wiki + CLAUDE.md skeleton that lets Agent know your project as we | 29 | Claude Code, Codex, OpenCode | 2 | 836 tok |
| luisfurquim/wings WINGS is an open-source, simple golang-based platform for front-end web application develo | 29 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 2,431 tok |
| ryanthedev/systems-design.skill Claude Code plugin for distributed system design — structured frameworks for architecture | 29 | Claude Code | 1 | 474 tok |
| tumf/grafana-loki-mcp Grafana Loki MCP Repository | 29 | Claude Code | 1 | 866 tok |
| microsoft/Agent365-dotnet | 29 | Claude Code, GitHub Copilot | 19 | 3,637 tok |
| wyattjoh/imessage-mcp A Model Context Protocol server for reading iMessage data from macOS. | 29 | Claude Code | 1 | 1,141 tok |
| CooperCyberCoffee/opencti_mcp_server coopercybercoffee.com Natural language interface to OpenCTI threat intelligence. Built with Claude Code for $22 | 29 | Claude Code | 1 | 704 tok |
| R0MADEV/lexis Lexical + structural code search MCP server for Claude Code, Cursor, Windsurf and any MCP | 29 | Claude Code | 1 | 282 tok |