32,137 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710
All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| Menfre01/waveloom A terminal Code Agent customized for DeepSeek prefix caching (pure Go), with a 95–99% cach | 130 | Claude Code, Codex, OpenCode | 1 | 3,069 tok |
| microsoft/fabric-rti-mcp MCP server for Fabric Real-Time Intelligence (https://aka.ms/fabricrti) supporting tools f | 130 | Claude Code, Codex, GitHub Copilot | 2 | 1,346 tok |
| litegraphdb/litegraph litegraphdb.com Lightweight graph database with relational, vector, and MCP support, designed to power kno | 130 | Claude Code | 1 | 1,879 tok |
| bernatvadell/muonline | 130 | Claude Code, Codex, OpenCode | 2 | 6,460 tok |
| lynx-family/lynx-website lynxjs.org Official Website of the Lynx Family | 130 | Claude Code, Codex, OpenCode | 3 | 1,998 tok |
| ljxpython/ai-agent-platform AI agent platform development—using testing as an example, this project builds a practical | 130 | Claude Code, Codex, OpenCode | 8 | 1,529 tok |
| sanqiufong/slides-from-anything Turn anything into slides | 130 | Claude Code, Codex, OpenCode | 2 | 2,522 tok |
| ambient-code/platform ambient-code.github.io Vision/Mission https://ambient-code.ai : Virtual team management and collaboration platfor | 130 | Claude Code, Codex, OpenCode | 13 | 2,311 tok |
| sero12journey/synopsis-to-scenario Multi-agent workflow engine for converting synopses into feature-film screenplays (Claude | 130 | Claude Code | 1 | 2,161 tok |
| geongeorge/picture-it Photoshop for agents | 130 | Claude Code, Codex, OpenCode | 2 | 1,540 tok |
| db-ux-design-system/core-web design-system.deutschebahn.com DB UX Design System monorepo - Provides Design Tokens and components for Web UIs | 130 | Claude Code, Codex, GitHub Copilot, Kiro, OpenCode | 6 | 18,208 tok |
| FERAL-AI/FERAL-AI docs.feral.sh one Memory across your devices and apps | 130 | Claude Code | 1 | 6,106 tok |
| pnp/cli-microsoft365-mcp-server npmjs.com Manage Microsoft 365 using MCP server | 130 | Claude Code, Codex | 2 | — |
| EuniAI/awesome-code-agents euniai.github.io A living collection of frontier research on code agents, from the code we build to the wor | 130 | Claude Code | 1 | 1,871 tok |
| hugr-lab/mssql-extension hugr-lab.github.io DuckDB extension for Microsoft SQL Server (TDS + TLS), with catalog integration and pushdo | 130 | Claude Code | 1 | 12,975 tok |
| ProfessionalWiki/MediaWiki-MCP-Server professional.wiki Model Context Protocol (MCP) Server to connect your AI with any MediaWiki | 130 | Claude Code, Codex, OpenCode | 2 | 2,433 tok |
| NeoTheCapt/RedteamAgent An AI red-team agent for authorized labs and web app pentesting workflows. Turns Claude Co | 130 | Claude Code | 1 | — |
| vinilana/invokta docs.invokta.dev A TypeScript framework for reusable domain AI capabilities across direct, CLI, and MCP tra | 130 | Claude Code, Codex, OpenCode | 5 | 178 tok |
| slackapi/slack-skills-plugin docs.slack.dev Claude Code, Codex, Cursor, and npx skills plugin that enables your AI tools with a Slack | 129 | Claude Code, Codex, OpenCode | 2 | 1,527 tok |
| one-ie/one template.one.ie Make Your Ideas Real. Build Apps, Websites and AI Agents with Plain English with Astro, Re | 129 | Claude Code, Codex, OpenCode | 4 | 3,237 tok |
| Sunagatov/Memora Telegram bot | 129 | Claude Code, Codex, OpenCode | 3 | 1,369 tok |
| z80dev/lemon z80.wtf BEAM-native platform for LLM agents: OTP-supervised per-run processes, pluggable engines a | 129 | Claude Code, Codex, OpenCode | 4 | 9,148 tok |
| l3gi0nXXXX/Metis-agent Metis-agent is a high performance and personal AI assistant which is build with Cangjie pr | 129 | Claude Code, Codex, OpenCode | 2 | 5,057 tok |
| agutinbaigo28/financial-agent-api financial agent api with multi-agent framework for scalable AI systems focusing on financi | 129 | Claude Code, Codex, GitHub Copilot, OpenCode | 50 | 34,906 tok |
| lync-cyber/CataForge | 129 | Claude Code | 8 | 3,945 tok |
| dinglebear-ai/unraid Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports syst | 129 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 3,569 tok |
| jianshuo/claude-skills 13 Claude Code skills for video production (transcribe / translate / dub / multicam / subt | 129 | Claude Code | 1 | — |
| dchu917/ctx Local context manager for Claude Code and Codex with workstreams, transcript binding, and | 129 | Claude Code, Codex, Cursor, OpenCode | 10 | 1,228 tok |
| cx8537/sidabari | 129 | Claude Code | 1 | 5,214 tok |
| akitaonrails/FrankClaw OpenClaw port to Rust. [IN DEVELOPMENT, NOT DONE YET] | 129 | Claude Code | 1 | 3,913 tok |
| edgee-ai/edgee edgee.ai Official Edgee CLI to interract with Edgee's Agent Gateway. Route Claude Code, Codex, Curs | 129 | Claude Code, Codex, OpenCode | 2 | 3,209 tok |
| NpgsqlRest/NpgsqlRest npgsqlrest.github.io Transform Your PostgreSQL Database into a Production-Ready, Blazing-Fast Standalone REST A | 129 | Claude Code | 1 | — |
| duane1024/l123 | 129 | Claude Code, Codex, OpenCode | 3 | 3,595 tok |
| calderbuild/WeFinance wefinance-copilot.streamlit.app AI-Powered Personal Finance Assistant - Transforming bill images into intelligent financia | 129 | Claude Code, Codex, OpenCode | 4 | 10,949 tok |
| xingwudao/open-xquant xingwudao.github.io AI quantitative research framework: AI Agent-driven strategy backtesting, factor research, | 129 | Claude Code, Codex, OpenCode | 2 | 1,019 tok |
| webup/skills-cc Claude Code utility skills for customization and hacks | 129 | Claude Code | 1 | 225 tok |
| LumiDesk/verifin A completely free, open-source, minimalist personal finance tool with user-controlled data | 129 | Claude Code, Codex, OpenCode | 2 | 6,961 tok |
| UiPath/coder_eval coder-eval.com Playwright for coding agents. Benchmark Claude Code, Codex, Gemini, and OpenCode on your o | 129 | Claude Code | 1 | 21,692 tok |
| Cloudgeni-ai/opengeni opengeni.ai Open, self-hostable agentic runtime for organizations — durable, replayable agent sessions | 129 | Claude Code, Codex, OpenCode | 4 | 24,305 tok |
| shaikhspeare/wanderlog-mcp npmjs.com MCP server for Wanderlog — build and edit trip itineraries through conversation | 129 | Claude Code | 1 | 1,167 tok |
| SailingLoong/LoongPort loongport.dev A dedicated enhanced version of cc-switch for API relay providers, eliminating the hassle | 129 | Claude Code, Codex | 1 | 8,970 tok |
| Waybox-AI/roadtrip-skill roadtripskill.dev An AI agent skill that turns "start + days" into a road trip you can actually drive. | 129 | Claude Code, Codex, OpenCode | 2 | 4,360 tok |
| avatune/avatune avatune.dev Tuning visual identity, emotional tone. Feels friendly & composable. | 129 | Claude Code, Codex, OpenCode | 3 | 2,363 tok |
| baryhuang/mcp-hubspot A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot | 128 | Claude Code | 1 | 1,470 tok |
| team-attention/openclone Talk freely with an AI clone trained on a real person | 128 | Claude Code, Codex, OpenCode | 2 | 8,239 tok |
| bitsofchris/openaugi Human memory, for agents. Scalable, private, personal knowledge base for any LLM provider | 128 | Claude Code, Codex, OpenCode | 2 | 2,877 tok |
| microsoft/eval-guide A plugin for AI agent evaluation. Plan evals, generate test cases, interpret results for C | 128 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 3,504 tok |
| ccashwell/evm-cortex Ethereum protocol engineering squad for AI coding assistants | 128 | Claude Code, Codex, OpenCode | 2 | 4,119 tok |
| stephenleo/OpenMicro 🎮 Codex Micro functionality using any Gaming Controller on any Coding Harness! | 128 | Claude Code, Codex, OpenCode | 2 | 246 tok |
| noahapp/noah-for-tinkerers Noah -- fixing your computer issues | 128 | Claude Code, Codex, OpenCode | 2 | 482 tok |