45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980
All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| justinstimatze/gemot gemot.dev The deliberation & governance layer for autonomous organizations. Built like an institutio | 4 | Claude Code | 2 | 275 tok |
| Echoqili/ssh-licco SSH Model Context Protocol Server - Provides AI models with SSH capabilities | 4 | Claude Code, Codex | 10 | — |
| dinglebear-ai/cortex npmjs.com Rust MCP/HTTP log aggregation platform for homelab syslog, Docker logs, OTLP ingest, SQLit | 4 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 1,672 tok |
| dinglebear-ai/rarcane npmjs.com Rust MCP server and CLI for Arcane Docker/container management, with action-dispatched too | 4 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 4,903 tok |
| Arjun0606/smolanalytics smolanalytics.com End-to-end tests without test code. Write one sentence, an agent drives a real browser on | 4 | Codex, OpenCode | 1 | 530 tok |
| Ask-812/oswright MCP server for Windows desktop automation. Incremental perception instead of a screenshot | 4 | Codex, GitHub Copilot, OpenCode | 2 | 1,604 tok |
| aidemd-mcp/server MCP server that teaches any AI agent the AIDE spec methodology — progressive disclosure | 4 | Claude Code | 21 | 2,693 tok |
| WYRE-AI/syncro-mcp conduit.wyre.ai MCP server for Syncro MSP — tickets, assets, contacts, invoices, and RMM tools for AI assi | 4 | GitHub Copilot | 1 | 858 tok |
| PrintrFi/printr-mcp printrfi.github.io Printr mcp server for AI agents | 4 | Claude Code, Codex, OpenCode | 5 | 923 tok |
| QiuwenZheng/interminal Lightweight MCP server for SSH and local terminal access | 4 | Claude Code, Codex | 2 | 1,000 tok |
| ShinyDapps/l402-kit shinydapps-api.vercel.app The simplest way to charge for your API in Bitcoin sats. 3 lines of code. TypeScript + Pyt | 4 | Claude Code, Codex, OpenCode | 2 | 3,297 tok |
| WhenLabs-org/when Six tools. One install. The WhenLabs developer toolkit. | 4 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,498 tok |
| abe238/hotinai hotin.ai Hot In AI (hotin) — what's hot in AI, from your terminal. Open-source CLI: GitHub + HN + n | 4 | Claude Code | 1 | — |
| RbBtSn0w/awesome-copilot-mcp A Model Context Protocol (MCP) server that provides access to awesome-copilot agents and c | 4 | GitHub Copilot | 1 | 2,020 tok |
| AceDataCloud/SeedreamMCP MCP server for ByteDance Seedream image generation and editing via Ace Data Cloud. | 4 | Claude Code, GitHub Copilot | 2 | 807 tok |
| Apomera/AlloFlow apomera.github.io AI-powered instructional differentiation engine that runs in Gemini canvas preview mode. A | 4 | Claude Code, Codex, Gemini CLI, OpenCode | 11 | 1,842 tok |
| MuhDur/oraclemcp durakovic.ai Safe-by-default Oracle Database MCP server, in pure Rust — fail-closed SQL guard, engine-f | 4 | Codex, OpenCode | 1 | 3,892 tok |
| cyanheads/brapi-mcp-server npmjs.com A collaborative BrAPI v2.1 workspace for multi-agent research via MCP. Search studies, ger | 4 | Claude Code, Codex, OpenCode | 2 | 21,214 tok |
| Focus-GTS/eds-mcp-server The MCP server for Adobe Edge Delivery Services — 41 tools. An AI agent can read, audit, t | 4 | Claude Code | 1 | 3,616 tok |
| l10n-dev/ai-l10n l10n.dev AI-powered translation for app localization. Automatically translate your i18n files to 16 | 4 | Claude Code | 3 | — |
| iamvirul/wso2-docs-mcp-server Production-ready MCP server providing RAG-based semantic search over WSO2 documentation (A | 4 | Claude Code | 1 | 172 tok |
| lucasmella-stack/misMEM Memoria persistente cooperativa para LLMs: una SQLite + MCP. Tres capas (episodios → recue | 4 | Claude Code, Codex, OpenCode | 2 | 5,962 tok |
| gregario/lorcana-oracle Disney Lorcana TCG MCP server — card search, deck analysis, and franchise browsing powered | 4 | Claude Code | 9 | 725 tok |
| gwhthompson/grist-mcp-server | 4 | Claude Code | 7 | 889 tok |
| ampres-ai/talamus ampres-ai.github.io Persistent, local-first memory for Claude Code, Codex, Cursor, Gemini CLI, OpenClaw and an | 4 | Codex | 1 | — |
| edithatogo/mchs edithatogo.github.io Software tools for IHACPA National Weighted Activity Unit microcosting and health-service | 4 | Codex, OpenCode | 1 | 86 tok |
| gregario/lego-oracle LEGO sets, parts, minifigs, and inventories as an MCP server | 4 | Claude Code | 1 | 382 tok |
| cturkieh/france-data-mcp france-data-mcp.vercel.app MCP TypeScript qui croise et réconcilie 13 référentiels publics français (santé, démograph | 4 | Claude Code | 5 | 820 tok |
| josesepulvedapino/zahori npmjs.com Find the media stream behind any web page: browser-driven HLS/DASH/MP4 resolution with lea | 4 | Codex, OpenCode | 1 | 421 tok |
| domdomegg/openfoodfacts-mcp 🍎 MCP server for the Open Food Facts API - search, read, and contribute to the world's la | 4 | Claude Code, Codex | 1 | — |
| kozmos-tech/inhalt inhalt.tech MCP-native headless CMS with typed schemas, drafts, and a clean read API. | 4 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| theYahia/mindbox-mcp npmjs.com MCP server for Mindbox — CDP, customer profiles, segmentation (Russia) | 4 | Claude Code | 1 | — |
| matbanik/Pomera-AI-Commander Turn messy text into clean output fast—GUI for humans, MCP tools for AI IDEs (Cursor/Claud | 4 | Gemini CLI | 1 | 3,113 tok |
| rn-devtools-hub/rn-devtools-hub rn-devtools-hub.github.io The agent runtime for React Native and Expo: an MCP server that sees the app the way React | 4 | Claude Code, Codex, OpenCode | 4 | 4,962 tok |
| nikulk2992-jpg/prismhr-mcp Open-source Model Context Protocol server for PrismHR + agentic AI. Maintained by Simploy. | 4 | Claude Code | 1 | — |
| saranshbamania/mobile-device-mcp MCP server for AI-powered mobile device control — 26 tools for screenshots, UI inspection, | 4 | Claude Code | 1 | 3,700 tok |
| warwickwood-cell/gengeo-agent-registry gengeo.co Machine-readable merchant verification infrastructure for AI shopping agents and agentic c | 4 | Codex, OpenCode | 1 | 142 tok |
| wende/macbeth wende.github.io Playwright for macOS native apps | 4 | Claude Code | 1 | 4,226 tok |
| tracegazer/invgate-service-desk-mcp pypi.org MCP server for the InvGate Service Desk API — exposes InvGate Service Desk operations as M | 4 | Claude Code | 1 | 536 tok |
| Epistates/sparX Phoenix-powered X/Twitter content engine for Claude Code: draft, optimize, score, post, en | 4 | Claude Code | 1 | 1,345 tok |
| totonga/odsbox-jaquel-mcp MCP server to work with odsbox to access ASAM ODS HTTP API. | 4 | Codex, OpenCode | 1 | 63 tok |
| mrgnfndr-dr/mind-clone Turn any public author into a grounded AI clone you can ask. Built from their public conte | 4 | Codex, OpenCode | 1 | 1,747 tok |
| NirvanaGuha/thoth An open-source Claude skill that builds a unique, consistent LinkedIn voice. Framework-dri | 4 | Claude Code | 1 | 1,604 tok |
| ivuorinen/skills Nitpicker — a hostile audit toolkit for coding agents. One skill, one entry point, a full | 4 | Claude Code, Codex, GitHub Copilot, OpenCode | 8 | 6,117 tok |
| chancegraff/rules-for-claude Hooks, rules, skills, and instructions for use with Claude Code | 4 | Claude Code | 1 | 1,647 tok |
| rob-9/edstem-mcp fetch homework specs | 4 | Claude Code | 1 | 589 tok |
| kash-123/cinematic-scroll-landing codex-academy-five.vercel.app Build cinematic, awwwards-style landing pages with seamless scroll choreography — a Claude | 4 | Claude Code | 1 | 523 tok |
| tasktimepro/tasktime tasktime.pro Agent-ready local-first tasks, time tracking, expenses, and invoicing for freelancers. | 4 | Claude Code, Codex, GitHub Copilot, OpenCode | 16 | 4,827 tok |
| efoltyn/market-search eliterminal.com Live markets for your AI: Kalshi + Polymarket odds, stocks, options, bonds, FRED, SEC fili | 4 | Claude Code | 1 | 3,525 tok |
| emaballarin/ccplugins ✨ Personal plugins for Claude Code (& friends)... maybe worth sharing! | 4 | Claude Code, Codex, OpenCode | 2 | 141 tok |