31,998 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715
All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| jojoprison/mcp-music-forge MCP tool: soundcloud / yandex music / youtube / spotify downloader, audio converter, audio | 5 | Claude Code | 1 | 1,055 tok |
| cicbyte/siyuan-cli SiYuan Notes command-line tool — notebook/document/block management, full-text search, SQL | 5 | Claude Code | 1 | 714 tok |
| enkhbold470/unegui.mn-mcp 🇲🇳 MCP server — search for cars, real estate, and jobs on unegui.mn | MCP server for Mon | 5 | Claude Code | 1 | 1,113 tok |
| nalyk/gsccli opensource.yoda.digital Senior-grade Google Search Console + Indexing API CLI with MCP support, batch URL Inspecti | 5 | Claude Code | 1 | 2,150 tok |
| mort-lab/excel-mcp A Model Context Protocol (MCP) server for working with Excel (.xlsx) files without requiri | 5 | Claude Code | 50 | 6,071 tok |
| eljefedelrodeodeljefe/inventree-mcp-plugin MCP (Model Context Protocol) server plugin for InvenTree — exposes inventory data via Stre | 5 | Claude Code | 2 | 1,539 tok |
| richardwooding/file-search-on richardwooding.github.io File content type aware search with attribute and cel support | 5 | Claude Code | 11 | 4,681 tok |
| hrubymar10/aimebu IRC for you and your AI agents — shared rooms across Docker, harnesses, and machines. Sing | 5 | Claude Code, Codex, OpenCode | 2 | 7,685 tok |
| AndurilCode/accordo medium.com An MCP (Model Context Protocol) server that provides structured workflow guidance to guide | 5 | Claude Code, GitHub Copilot | 2 | 1,640 tok |
| anilcancakir/laravel-agent-mcp Read-only MCP (Model Context Protocol) server for Laravel. Give Claude Code, Cursor, and A | 5 | Claude Code, GitHub Copilot | 3 | 2,583 tok |
| davo20019/aidaemon Personal AI daemon — Telegram interface, agentic tool use, MCP integration, email triggers | 5 | Claude Code, Codex, OpenCode | 2 | 3,764 tok |
| VMAFx/vmafx vmafx.github.io VMAFX — perceptual video quality assessment. Modernized fork-evolved with SYCL/CUDA/HIP/Me | 5 | Claude Code, Codex, OpenCode | 45 | 13,606 tok |
| nvdigitalsolutions/mcp-ai-wpoos nvdigitalsolutions.com NV Digital Open Operator System (NV oOS) is an Object-Oriented AI Framework/Harness for Wo | 5 | Claude Code, Codex, GitHub Copilot, OpenCode | 73 | 36,914 tok |
| pdugan20/rewind docs.rewind.rest Personal data aggregation service. Syncs data from Strava, Last.fm, Discogs, Plex, Trakt, | 5 | Claude Code, Codex, OpenCode | 5 | 2,285 tok |
| kruchenburger/another-s3-manager Lightweight self-hosted web UI for AWS S3, MinIO, R2 and any S3-compatible storage. Multi- | 5 | Claude Code | 1 | 5,348 tok |
| jarmentor/obsidian-notebook-mcp MCP server to let claude connect to my obsidian notes for vector and full text search | 5 | Claude Code | 1 | 1,700 tok |
| yigitkonur/mcp-better-vibe-kanban MCP server for Vibe Kanban — manage tasks and sessions from your AI editor | 5 | Claude Code | 1 | 1,452 tok |
| silver-rain-dev/sk-wwise-mcp silver-rain-dev.github.io A modular suite of MCP (Model Context Protocol) servers for Audiokinetic Wwise, enabling A | 5 | Claude Code | 19 | — |
| mirkosertic/MCPLuceneServer MCP Lucene Server is a Model Context Protocol (MCP) server that exposes Apache Lucene's fu | 5 | Claude Code | 1 | 876 tok |
| ayuksel-tenb/tenable-attack-mapper MCP server that maps Tenable Security Center findings to the MITRE ATT&CK framework, then | 5 | Claude Code | 1 | — |
| SalZaki/finnhub-mcp A real-time financial data streaming server built with the official Model Context Protocol | 5 | Claude Code | 1 | 5,238 tok |
| Tom-R-Main/openFunctions siftable.io Lightweight TypeScript framework for building agentic tools. | 5 | Claude Code | 1 | 2,680 tok |
| BjoernRave/i18n-magic CLI to help you manage your locales JSON with translations, replacements, MCP server using | 5 | Claude Code, Codex | 1 | — |
| ApexIQ/skillsmith pypi.org One command to make any repo agent-ready. Scaffolds .agent/ workspace, platform instructio | 5 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 5 | 3,432 tok |
| 24373054/TLAH-Studio download.matrixlabs.cn Native Windows AI agent workspace with observable runs, controlled tools, MCP, and provide | 5 | Claude Code, Codex, OpenCode | 2 | 2,252 tok |
| 4DA-Systems/Victauri 4da-systems.github.io X-ray vision and hands for AI agents inside Tauri apps — DOM, IPC, Rust backend, and datab | 5 | Claude Code | 1 | 27,686 tok |
| tcpiplab/Instability A network diagnostic chatbot that also works offline. It has over 50 built-in tools to pro | 5 | Claude Code | 1 | 1,883 tok |
| epicsagas/Episteme crates.io A production-ready knowledge graph system for software engineering that connects design pa | 5 | Claude Code, Codex, Gemini CLI, OpenCode | 2 | 3,022 tok |
| srnichols/plan-forge Forge rough ideas into drift-proof execution contracts for AI coding agents. 6-step pipeli | 5 | Claude Code, GitHub Copilot | 13 | 22,480 tok |
| opencue/cuecards cuecards.cc Agent profile manager for Claude Code & Codex. Per-directory profiles select which skills, | 5 | Claude Code, Codex, OpenCode | 3 | 1,445 tok |
| automators-com/flowproof automators.ai Agents are starting to run real business processes. flowproof tests them like anything els | 5 | Claude Code | 1 | 1,368 tok |
| jahales/mcp-zoekt MCP server for Zoekt code search - enables AI assistants (GitHub Copilot, Claude) to searc | 5 | Claude Code | 10 | — |
| honeycomb-Technologies/Mitsuro Mitsuro is a self-hosted AI workspace for coding, research, and durable agent work. | 5 | Claude Code, Codex, Cursor, OpenCode | 9 | 6,399 tok |
| Sagargupta16/awesome-mcp-servers A curated list of MCP (Model Context Protocol) servers, tools, frameworks, and resources | 5 | Claude Code | 1 | 2,020 tok |
| cmudco/dare-backend dare.cmu.edu Open-source Django REST backend for the DARE Platform, with multi-LLM chat, RAG, MCP tools | 5 | Claude Code, Codex, OpenCode | 5 | 2,028 tok |
| alexmx/peek See and drive any Mac app from your terminal or your AI agent. | 5 | Claude Code, Codex, OpenCode | 2 | 2,193 tok |
| chamuka-inc/vmette chamuka-inc.github.io A hardware-isolated microVM sandbox for running untrusted local AI agents on macOS. | 5 | Claude Code | 1 | 3,645 tok |
| rnixai/rnix rnix.ai An operating system for AI agents — Unix philosophy: process, VFS, syscalls. Go 1.26. | 5 | Claude Code, GitHub Copilot | 2 | 15,311 tok |
| johnkueh/bq-analytics Analytics your AI agent can actually query. Tiny SDK that pipes events to BigQuery — ~$0/m | 5 | Claude Code | 1 | 287 tok |
| alxgmpr/serial-mcp Let agents talk to serial devices like UART adapters | 5 | Claude Code, Codex, OpenCode | 2 | 1,399 tok |
| memtomem/memtomem-stm memtomem.com Short-term memory proxy gateway with proactive memory surfacing for AI agents | 5 | Claude Code | 1 | 601 tok |
| mudrii/golink Production-grade LinkedIn CLI for humans and LLM agents | 5 | Claude Code, Codex | 3 | 2,874 tok |
| TomasWard1/limbo heylimbo.com Your second brain via Telegram. | 5 | Claude Code | 1 | 4,879 tok |
| yupeng0512/ai-auto-publisher yupeng0512.github.io Multi-platform publishing middleware with REST/MCP interfaces, task state, deduplication, | 5 | Claude Code, Codex | 1 | — |
| stoa-platform/stoa gostoa.dev 🏛️ The European Agent Gateway — Open-source MCP Gateway for Enterprise AI | gostoa.dev | 5 | Claude Code, Codex, OpenCode | 40 | 4,126 tok |
| spacelobster88/centurion spacelobster88.github.io AI Agent Orchestration Engine — spawn and command an army of AI agents with Roman military | 5 | Claude Code | 1 | 710 tok |
| vb-nattamai/agent-ready AgentReady — Transform any legacy repo into an AI-agent-ready codebase. Generates agent-co | 5 | Claude Code, Codex, OpenCode | 2 | 5,630 tok |
| wallet-agent/wallet-agent wallet-agent.ai MCP server for Web3 wallet interactions on EVM-compatible chains | 5 | Claude Code | 3 | 1,498 tok |
| comisai/comis comis.ai Open-source security-first runtime for AI agents that learn and act across sessions. | 5 | Claude Code, Codex, OpenCode | 2 | 20,957 tok |
| arkon-ai/arkon The AI Operations Control Plane — monitor, govern, and automate your AI agents | 5 | Claude Code | 1 | 1,839 tok |