44,954 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965
All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| eighteendreamer/Ai_Test_Agent Yuce Tianjian · AI testing platform: Web version (LLM + browser automation testing, discon | 50 | Claude Code | 1 | — |
| felipeerias/clangd-mcp-server Experimental implementation of a MCP for Claude Code that lets it connect to a language se | 50 | Claude Code | 1 | 669 tok |
| WUBING2023/ReproRun 🔬 A skill that automatically reproduces the numerical claims of academic papers — read p | 50 | Codex, OpenCode | 1 | 974 tok |
| osodevops/kafka-backup kafkabackup.com High-performance Kafka backup and restore with point-in-time recovery. Supports Local file | 50 | Claude Code | 1 | 3,666 tok |
| Epochal-dev/open-notebook-mcp MCP server for an Open Source implementation of Notebook LM: Open Notebook | 50 | Codex, OpenCode | 1 | 3,133 tok |
| chaussky/ainalyst AInalyst is an AI assistant that helps business analysts, or whoever on the project is act | 50 | Claude Code | 8 | 3,097 tok |
| ultimatile/arxiv-skills | 50 | Claude Code | 1 | 922 tok |
| liangdabiao/facebook-ads-analyzer skillhub.cn Facebook Ads Analyzer is a professional advertising data analysis system based on the face | 50 | Claude Code | 2 | 921 tok |
| microsoft/typespec-mcp Create an MCP Server for your API using the TypeSpec MCP Server | 50 | GitHub Copilot | 1 | 202 tok |
| memi-design/memi memoire.cv The design layer for agentic AI — design context, interface checks, and verification for c | 50 | Claude Code, Codex, OpenCode | 2 | 4,485 tok |
| mathruffian-dot/2026-YouTube YouTube video automation pipeline: editing, subtitles, thumbnails, descriptions, and SEO a | 50 | Claude Code, Codex, OpenCode | 2 | 5,309 tok |
| eddyzzl/imagegen-pptx-pipeline Agent skill for ImageGen-driven editable PowerPoint deck generation and strict slide-image | 50 | Claude Code, Codex, OpenCode | 2 | 378 tok |
| almogdepaz/wolfpack almogdepaz.github.io Self-hosted browser terminal manager for AI coding agents. Control Claude Code, Codex, Gem | 50 | Codex, OpenCode | 1 | 431 tok |
| barryw/PaperlessMCP A Model Context Protocol (MCP) server for Paperless-ngx document management | 50 | Claude Code | 1 | 1,119 tok |
| getsentry/plausible-mcp MCP server for Plausible Analytics — query traffic, conversions, and compare periods from | 50 | Claude Code, Codex, OpenCode | 2 | 268 tok |
| olegvg/resume-tailor-plugin ovg.me Resume Tailor — Claude Code & Codex Plugin | 50 | Claude Code, Codex, OpenCode | 2 | 959 tok |
| opslane/opslane docs.opslane.com Opslane finds the bugs your users run into by watching real user sessions, and writes the | 50 | Claude Code, Codex, OpenCode | 4 | 1,469 tok |
| MCDxAI/minecraft-dev-mcp MCP server for Minecraft Development | 50 | Claude Code, Codex, OpenCode | 6 | 7,810 tok |
| roboflow/computer-vision-skills Agent-ready Skills for Roboflow and Computer Vision workflows | 50 | Claude Code, Codex, OpenCode | 2 | 30 tok |
| alirezarezvani/gaios Open-source AI Operating System (AIOS) blueprint for Claude Code & Codex — turn any agent | 50 | Claude Code, Codex, OpenCode | 2 | 4,714 tok |
| tradermonty/hermes-trading-research-agent-work-package Hermes profile distribution turning claude-trading-skills into an always-on US-equity rese | 50 | Codex, OpenCode | 1 | 4,704 tok |
| mordor-forge/study-skill Claude Code skill for interactive learning with FSRS-6 spaced repetition, research agents, | 50 | Claude Code, Codex, OpenCode | 2 | 644 tok |
| Suraj1235/open-dynamic-workflows Open-source dynamic multi-agent workflows for AI coding agents - the script-as-orchestrato | 50 | Claude Code, Codex, Cursor, Gemini CLI, OpenCode | 6 | 587 tok |
| blockscout/agent-skills A collection of AI agent skills for working with the Blockscout ecosystem — blockchain exp | 50 | Codex, OpenCode | 1 | 19 tok |
| Yurich-ru/yandex-ads-mcp MCP server for Yandex Direct, Metrika, Audience & Wordstat APIs — 152 tools for campaign m | 50 | Claude Code, Codex, OpenCode | 4 | 3,735 tok |
| renatoasse/ibeia-skills | 50 | Claude Code | 1 | 733 tok |
| intel/gpu-ai-skills Agent Skills for running, benchmarking, and profiling Hugging Face models on Intel GPUs — | 50 | Claude Code, Codex, OpenCode | 2 | 2,191 tok |
| James-Chahwan/repo-graph Structural graph memory for AI coding assistants — MCP server for codebase navigation | 50 | Claude Code | 1 | 7,952 tok |
| joshsymonds/cc-tools Claude Code tools | 50 | Claude Code | 1 | 468 tok |
| mycelium-hq/ai-brain-starter adelaidadiazroa.substack.com The operating system for Claude Code. Memory, accountability, journaling, knowledge graphs | 50 | Claude Code | 1 | 1,723 tok |
| safe-global/safe-client-gateway docs.safe.global Serves as a bridge for the Safe{Wallet} clients (Android, iOS, Web) | 50 | Claude Code, Codex, OpenCode | 26 | 2,202 tok |
| bkywksj/ruoyi-plus-uniapp-docs ruoyi-plus-uniapp documentation | 50 | Claude Code, Codex, OpenCode | 7 | 14,815 tok |
| membrowse/membrowse-action membrowse.com Track and analyze binary size and memory footprint in embedded firmware | 50 | Claude Code | 2 | 4,074 tok |
| antoniovazquezaraujo/LeTrain antoniovazquezaraujo.github.io The Letter Train Simulator | 50 | Codex, Gemini CLI, OpenCode | 5 | 2,493 tok |
| EXXETA/trufos exxeta.github.io A modern, open source REST API client | 50 | Codex, GitHub Copilot, OpenCode | 12 | 5,556 tok |
| elsa-workflows/elsa-extensions Official repository for Elsa Workflows Extensions. This repository contains modular integr | 50 | Claude Code, Codex, OpenCode | 2 | 85 tok |
| jpoley/flowspec jpoley.github.io flowspec is a deliberate implementation of spec-kit & backlog md with task memory | 50 | Claude Code, Codex, GitHub Copilot, OpenCode | 8 | 2,152 tok |
| saman-pasha/cicili Cicili: Safe Modern C Solution. The C language in S-expressions — Lisp macros with type in | 50 | Claude Code | 1 | 3,272 tok |
| matsest/lazyazure The lazy way to view your Azure resources. TUI for drilling down into Azure subscriptions | 49 | Claude Code, Codex, OpenCode | 2 | 9,579 tok |
| theSalted/alphalabel | 49 | Claude Code | 1 | 2,222 tok |
| picoaide/picoaide picoaide.com Enterprise AI PaaS management platform — Docker-based container lifecycle management, unif | 49 | Claude Code, Codex, OpenCode | 9 | 8,656 tok |
| vincentchen2026/claude-code-java | 49 | Claude Code | 1 | 6,371 tok |
| comma-compliance/arc-relay commacompliance.ai MCP control plane that's easy to use | 49 | Codex, GitHub Copilot, OpenCode | 2 | 1,707 tok |
| sodam-ai/SoDam-WikiMate A Claude Code plugin plus portable MCP core that, when you tell AI “organize this,” organi | 49 | Codex, Gemini CLI, OpenCode | 2 | 2,824 tok |
| swadhinbiswas/Mervelas An independent, high-performance AI coding CLI built with Bun and driven by free resources | 49 | GitHub Copilot | 1 | 649 tok |
| max-hq/max max.cloud Max is a federated data connectivity layer that puts searchable data next to your deployed | 49 | Claude Code | 1 | 231 tok |
| MarcusJellinghaus/mcp-workspace MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitH | 49 | Claude Code | 24 | — |
| o-gi/claude-code-commands | 49 | Claude Code | 1 | 2,079 tok |
| yasuflatland-lf/liferay-dummy-factory 🏭 Generate realistic dummy data for Liferay DXP | 49 | Claude Code | 4 | 972 tok |
| anjor/coinmarket-mcp-server | 49 | Claude Code | 1 | 524 tok |