32,540 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977
All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| infinitepi-io/bookmark-manager-mcp A lightweight Model Context Protocol (MCP) server that provides persistent bookmark manage | 17 | Claude Code | 2 | — |
| Mark7766/ai-coding-ok Helps you code with AI like an experienced developer, solving issues with poor AI-generate | 17 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 3,374 tok |
| arthurfantaci/qlik-mcp-server MCP server providing AI assistants with comprehensive access to Qlik Sense applications - | 17 | Claude Code | 1 | 1,042 tok |
| aartiq/nowaikit nowaikit.com ServiceNow MCP server: 500+ tools and 26 AI capabilities for any AI (Claude, ChatGPT, Gemi | 17 | Claude Code | 10 | — |
| protostatis/unbrowser unchainedsky.com Agent-native browser and MCP server for lightweight, Chrome-free web discovery, with expli | 17 | Claude Code | 1 | 5,090 tok |
| sandsower/kronan-mcp MCP server for the Krónan grocery store API (Iceland) | 17 | Claude Code | 1 | 249 tok |
| guptaprakhariitr/aiconnect-figma-mcp Open-source, local MCP server + Figma plugin: drive Figma from any AI agent. Build whole p | 17 | Claude Code | 1 | 688 tok |
| four-meme-community/four-meme-ai CLI tool for creating and trading meme tokens on Four.Meme (BSC), with structured JSON out | 17 | Claude Code | 1 | 1,458 tok |
| ajmcclary/Coolify-Manager This is a Claude Skill for managing and troubleshooting Coolify deployments. | 17 | Claude Code | 1 | 1,482 tok |
| WordPress/trac-mcp wordpress-trac-mcp-server-prod.a8c-aiops.workers.dev MCP for WordPress Trac | 17 | Claude Code, Codex, OpenCode | 2 | 623 tok |
| baichuan-inc/baichuan-mcp-servers Official Baichuan Intelligence MCP server collection | 17 | Claude Code | 1 | 1,118 tok |
| jrjsmrtn/project-orchestration-skills Claude Code plugin: Skills for AI-assisted project orchestration | 17 | Claude Code | 1 | 972 tok |
| appliedrelevance/frappe-mcp-server Python implementation of Frappe MCP server with advanced filtering, comprehensive API cove | 17 | Claude Code | 1 | 690 tok |
| open-circle/agent-skills Public repository for Agent Skills | 17 | Claude Code, Codex, OpenCode | 2 | 253 tok |
| liquidos-ai/Odyssey liquidos.ai Odyssey is an open-source, bundle-first agent runtime written in Rust | 17 | Claude Code, Codex, OpenCode | 2 | 1,557 tok |
| willywg/prp-manager Agent Skill for creating and executing PRPs (Product Requirements Prompts) using Context E | 17 | Claude Code | 1 | 1,240 tok |
| litestar-org/litestar-skills Opinionated first-party agent skills, plugins, subagents, slash commands, and MCP servers | 17 | Claude Code, Codex, OpenCode | 1 | 1,905 tok |
| Raven-Scout/scout-plugin raven-scout.github.io Autonomous daily briefing for Claude Code that cross-checks Slack, Gmail, Calendar, Linear | 17 | Claude Code | 1 | 721 tok |
| webrenew/unicon unicon.sh Shadcn for icons. | 17 | Claude Code, Codex, OpenCode | 2 | 616 tok |
| block/model-ledger block.github.io Open-source model inventory & governance. Discovers every model, rule, and pipeline across | 17 | Claude Code | 1 | 1,331 tok |
| harshithb3304/libre-office-mcp A cross-platform LibreOffice MCP server for AI assistants. Create, read, edit, and automat | 17 | Claude Code, Codex, OpenCode | 2 | 1,640 tok |
| cyanheads/openalex-mcp-server npmjs.com Access the OpenAlex academic research catalog — 270M+ publications — via MCP. STDIO or Str | 17 | Claude Code, Codex, OpenCode | 2 | 18,238 tok |
| Geo-ff/make-it-real A portable AI-agent skill that turns rough ideas into project specs, delivery scopes, and | 17 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 412 tok |
| alexjbarnes/cockpit Claude Code, freed from your terminal: parallel sessions on any device, scheduled jobs, PR | 17 | Claude Code | 12 | — |
| nirholas/automate-glama-submit CLI that bulk-submits all your MCP server repos to glama.ai by committing glama.json throu | 17 | Claude Code, Codex, OpenCode | 2 | 430 tok |
| mishanefedov/agentwatch Local-only observability for AI agents on your machine. One timeline across coding and non | 17 | Claude Code, Codex, OpenCode | 2 | 1,254 tok |
| doublesq97-ui/su-webstyle-top12 Top 12 overseas web style atlas skill for Codex, Claude Code, and agentic coding tools. | 17 | Claude Code, Codex, OpenCode | 2 | 294 tok |
| aplaceforallmystuff/cheaters-generator jimchristian.net Claude Code plugin for generating personalized cheatsheet systems | 17 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 107 tok |
| eirichmond/wordpress-plugin This repo is a Claude Code plugin with the skills, reference and commands needed to build | 17 | Claude Code | 1 | 612 tok |
| markusl/alko-mcp | 17 | Claude Code | 1 | 4,176 tok |
| Mofesto/fubon-api-mcp-server | 17 | Claude Code, Codex, GitHub Copilot, OpenCode | 18 | 5,373 tok |
| Emily2040/rapid-domain-mastery A universal Agent Skill for deep, multi-source learning across 18+ AI coding agents | 17 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 5 | 872 tok |
| dirmacs/daedra dirmacs.github.io Self-contained web search MCP server in Rust. 13 search backends with automatic fallback. | 17 | Claude Code, Codex, OpenCode | 2 | 1,543 tok |
| jbwashington/ebay-mcp eBay listing automation plugin for Claude Code with AI-powered image analysis, pricing res | 17 | Claude Code | 1 | 3,746 tok |
| pleaseai/claude-code-plugins plugins.pleaseai.dev | 17 | Claude Code, Codex, OpenCode | 13 | 5,072 tok |
| BWB03/amazon-catalog-cli Agent-native CLI for querying Amazon Category Listing Reports | 17 | Claude Code | 1 | 363 tok |
| Open-Agent-Tools/open-paper-trading-mcp Open Paper Trading MCP - A dual-interface paper trading simulation platform with FastAPI R | 17 | Claude Code | 1 | 6,749 tok |
| devemberx/mcp-server-polarion MCP server for Polarion ALM — read and write documents, work items, test runs, traceabilit | 17 | Claude Code, Codex, OpenCode | 15 | 3,033 tok |
| ChistokhinSV/gns3-mcp GNS3 MCP Server - Model Context Protocol server for AI assisted GNS3 network simulation | 17 | Claude Code | 1 | 7,949 tok |
| chenhunghan/garmin-mcp-app Garmin MCP app server | 17 | Claude Code | 2 | 13,574 tok |
| theam/claude-dev-kit theagilemonkeys.com Open-source, stack-agnostic issue-to-PR workflow plugin for Claude Code: quality gates, tr | 17 | Claude Code | 1 | 1,076 tok |
| skael-dev/skael skael.dev | 17 | Claude Code, Codex, OpenCode | 2 | 1,625 tok |
| jeonghwanko/onesub npmjs.com Server-side receipt validation for react-native-iap. Apple StoreKit 2 + Google Play Billin | 17 | Claude Code, Codex, OpenCode | 3 | 7,673 tok |
| seleniumboot/selenium-boot seleniumboot.com The Spring Boot of Selenium — conventions and sensible defaults for Java test automation, | 17 | Claude Code | 1 | 1,971 tok |
| mrhinkle/VibeCoding-a-Website VibeCoding a Website — Build professional websites with AI (Claude Code + Manus). 11 skill | 17 | Claude Code | 21 | — |
| Xero-Team/zpdf A PDF parsing library written in pure Rust. | 17 | Claude Code | 1 | 1,790 tok |
| ag2ai/ag2-assistant AI Assistant, fully transparent events, multiple isolated profiles, generative UI | 17 | Claude Code, Codex, OpenCode | 12 | 3,306 tok |
| badapplesdotdev/gtm-grid gtm-grid-web.vercel.app GTM Grid — local-first programmable GTM spreadsheet. Columns are functions. Source-availab | 17 | Claude Code, Codex, OpenCode | 2 | 4,897 tok |
| teableio/agent-skills | 17 | Claude Code, Codex, OpenCode | 2 | 2,242 tok |
| noerd-dev/noerd | 17 | Claude Code, Codex, OpenCode | 2 | 2,211 tok |