45,012 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 |
|---|---|---|---|---|
| mahmoudimus/simba mahmoudimus.com Simba - Remember! Remember Who You ARE! A state-of-the-art unified memory + reasoning plug | 6 | Claude Code | 1 | 1,888 tok |
| FutureSpeakAI/asimovs-mind Asimov's Mind Is The Next Top Layer Of The Internet: Self-Improving Agent Swarms That Powe | 6 | Claude Code | 1 | 2,184 tok |
| knqiufan/pulse-line A highly customizable Claude Code status bar plugin with multi-theme support, internationa | 6 | Claude Code | 1 | — |
| kelp/webdown tcole.net Download websites and save or view them as markdown, great for feeding into an LLM | 6 | Claude Code | 3 | 1,657 tok |
| spacecode-ai/SpaceBridge-MCP MCP server that turbocharges vibe coding by automating issue tracking | 6 | Claude Code | 1 | 270 tok |
| hubblew/pim-cli pim.hubble.works pim: CLI to manage instructions and prompts for Claude Code, GitHub Copilot, Gemini CLI, a | 6 | GitHub Copilot | 1 | 3,719 tok |
| dkships/substack-publisher-mcp publisher-api.substack.com MCP server for Substack's official Publisher API — query posts, analytics, and subscribers | 6 | Claude Code, Codex, OpenCode | 2 | 1,401 tok |
| calsora/power-platform-github-copilot-kit Collection of agents and instructions etc as a starting point for working with the Power P | 6 | Codex, GitHub Copilot, OpenCode | 4 | 3,450 tok |
| tchinnin/powerplatform-vibecoding-samples This repository provides Samples project and Copilot Instruction for various type of profe | 6 | GitHub Copilot | 10 | 26,300 tok |
| lhhiep2204/apple-agent-builder-kit Apple-first Copilot agent builder kit for iOS, iPadOS, macOS, watchOS, tvOS, and visionOS | 6 | GitHub Copilot | 1 | 1,150 tok |
| damianof/minto-skill damianofusco.com An AI skill that analyzes any draft or idea against the Minto Pyramid Principle and delive | 6 | Claude Code, Codex | 2 | — |
| bringfire/rook-release Rook public release: Windows installer, Claude Code plugin, and documentation. | 6 | Claude Code | 9 | — |
| tendhearth/wechat-cc A local-first AI companion and unified task workspace for Claude, Codex and API models, wi | 6 | Codex, OpenCode | 1 | 1,426 tok |
| reactome/reactome-mcp This is just a prototype for now | 6 | Claude Code | 10 | — |
| x3p0-dev/x3p0-skills ✨ Claude skills for building WordPress plugins and themes. | 6 | Claude Code | 1 | 620 tok |
| ishwarjha/legalant 18-agent AI system for Indian legal work — Claude Code plugin | 6 | Claude Code | 1 | 2,870 tok |
| junebash/swift-tarot-mcp A Swift-based MCP (Model Context Protocol) server for tarot card readings | 6 | Claude Code | 1 | 563 tok |
| mattias242/mcp-imap-server MCP server for IMAP email access - enables Claude and other LLM applications to read email | 6 | Claude Code | 1 | 1,239 tok |
| xhuw/async-bash-mcp An MCP to overcome the issues I was having with opencode's bash tool | 6 | Codex, OpenCode | 1 | 311 tok |
| danielealbano/mcp-for-azure-devops-boards A Model Context Protocol (MCP) server for interacting with Azure DevOps Boards and Work It | 6 | Claude Code | 2 | — |
| marlondivino/open-code-as-mcp The main goal of this MCP is to save tokens in complex Antigravity tasks by allowing OpenC | 6 | Cursor, Gemini CLI | 2 | 305 tok |
| imaimai17468/modern-short-video-skills Agent Skills | 6 | Claude Code | 2 | — |
| Talap-creator/mcp-token-saver Real-time Claude.ai/Codex subscription awareness for AI coding assistants. Surfaces your l | 6 | Claude Code | 1 | 592 tok |
| AbhishekMore-1/litellm-proxy-mcp MCP bridge for LiteLLM Proxy. Supports Antigravity. | 6 | Codex, OpenCode | 1 | 698 tok |
| ZephyrDeng/mcp-server-gitlab | 6 | GitHub Copilot | 1 | 1,840 tok |
| Olafs-World/airbnb-search 🏠 Search Airbnb listings from the command line. No API key required. | 6 | Codex, OpenCode | 1 | 660 tok |
| okets/folder-mcp | 6 | Claude Code, Gemini CLI | 8 | 9,581 tok |
| ajbmachon/tool-gating-mcp Implements a tool gating and discovery system to preserve LLM context and focus while havi | 6 | Claude Code | 1 | 917 tok |
| mbeato/APIMesh apimesh.xyz APIMesh — 23 pay-per-call web analysis APIs + 16-tool MCP server with autonomous API gener | 6 | Claude Code | 1 | 723 tok |
| xiaou66/apifox-filter-mcp-server | 6 | Claude Code | 1 | 116 tok |
| franalgaba/grimoire grimoirelabs.xyz Grimoire is a language for agents to express financial intent with readable syntax and det | 6 | Codex, OpenCode | 1 | 5,634 tok |
| firasmj/Figma-MCP-Write-Bridge A Model Context Protocol (MCP) server that enables AI coding agents to manipulate Figma do | 6 | GitHub Copilot | 1 | 1,063 tok |
| jaakla/merit_api MCP and Python API SDK for Merit Activa financial software - unofficial | 6 | Claude Code, Codex, OpenCode | 2 | 1,557 tok |
| phil65/mcp-server-llmling MCP (Model context protocol) server with LLMling backend | 6 | GitHub Copilot | 1 | 140 tok |
| utilitydelta/mcp-graph-engine A graph-based memory and reasoning tool for LLMs (MCP) | 6 | Claude Code | 11 | — |
| runablehq/memory A memory skill for your agents | 6 | Claude Code | 1 | 770 tok |
| chrisguidry/you-need-an-mcp MCP Server for YNAB | 6 | Codex, OpenCode | 1 | 894 tok |
| rubinsh/mcp-windows-screenshots MCP tool for easier screenshots when working on windows with WSL2 | 6 | Claude Code | 1 | 527 tok |
| samwang0723/mcp-atlassian MCP server for Atlassian (Confluence & Jira) | 6 | Claude Code | 1 | 783 tok |
| theelderwand/tradestation-mcp | 6 | GitHub Copilot | 1 | 2,693 tok |
| danjdewhurst/todo-md-mcp A basic todo MCP server powered by Markdown | 6 | Claude Code | 2 | 472 tok |
| SupenBysz/gitea-mcp-tool | 6 | Claude Code, Codex, OpenCode | 2 | 2,110 tok |
| goperigon/perigon-mcp-server perigon.io Your go-to MCP for Real-time News & Contextual Intelligence | 6 | Codex, OpenCode | 1 | 442 tok |
| pickleton89/cbioportal-mcp A FastMCP server for cBioPortal API with async support for improved performance | 6 | Claude Code | 1 | 2,195 tok |
| dknell/mcp-system-info System Information MCP Server - Real-time system metrics through Model Context Protocol | 6 | Claude Code | 1 | 3,255 tok |
| skerishKang/33MCP_HWP_Limone MCP_HWP_Limone_project | 6 | Codex, OpenCode | 1 | 1,927 tok |
| k2wanko/voicepeak-mcp MCP server for VOICEPEAK text-to-speech synthesis | 6 | Claude Code | 7 | 4,199 tok |
| spyfree/mingli-mcp | 6 | Claude Code, Codex, OpenCode | 2 | 3,785 tok |
| masseater/gemini-rag-mcp | 6 | Claude Code | 2 | 1,762 tok |
| appboypov/pew-pew-plx-old pewpewprompts.com AI-powered project management framework with specialized agents, templates, and convention | 6 | Claude Code | 1 | 1,341 tok |