24,879 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971
All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| fso-datawarrior/lab-mcp-identity-server Lab 3: Demonstration MCP server for scoped Okta identity operations with out-of-band human | 0 | Codex, OpenCode | 1 | 196 tok |
| LowOrbitLab/camoufox_mcp | 0 | Codex, OpenCode | 1 | 661 tok |
| williamcorrea23/androidbuilder-mcp MCP server for MIT App Inventor, AndroidBuilder, Niotron and Kodular — lets LLMs control t | 0 | Claude Code, Codex, OpenCode | 2 | 1,047 tok |
| GlassyWorld/Omnifocus-Agent-MCP An AI-assisted MCP for personal OmniFocus task management, forked from themotionmachine/Om | 0 | Codex, OpenCode | 1 | 1,409 tok |
| vectojs/numera-mcp Safe local-first MCP server for Numera workbooks. | 0 | Codex, OpenCode | 1 | 212 tok |
| zotoio/cursor-symlink-ext-context-mcp | 0 | Claude Code, Codex, Cursor, OpenCode | 9 | 685 tok |
| inyfinn/inyfinn-cursor-bridge-mcp Fork MCP Adapter + Cursor IDE abilities for WordPress (Inyfinn) | 0 | Codex, OpenCode | 1 | 866 tok |
| theonetheycallneo/harbormaster Authenticated MCP gateway: per-user RAG + a 116-tool registry behind one endpoint, at cons | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| roan2008/visual-qa-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 7,203 tok |
| LoranaAurelia/CloudmusicMCP My personal CloudmusicMCP and companion Skills | 0 | Codex, OpenCode | 1 | 230 tok |
| YegorMy/hive-web Local MCP server for compact web search, page extraction, and safe browser sessions. | 0 | Codex, OpenCode | 1 | 144 tok |
| wkzMagician/newton-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 2,557 tok |
| teloset/telodocs Scaffold a docs repo that serves as a remote MCP server | 0 | Codex, OpenCode | 1 | 871 tok |
| gianniskotsas/personal-coach Personal Coach — a self-hostable memory and retrieval service for personal coaching logs, | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| meridun/pemr Personal EMR — local-first family medical record framework (SQLite source-of-truth, CLI+MC | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 17 | 12,900 tok |
| cstria0106/booth-mcp | 0 | Codex, OpenCode | 1 | 310 tok |
| Tug/walkie A walkie-talkie for your Claude fleet: hands-free MCP orchestrator over local coding agent | 0 | Claude Code, Codex, OpenCode | 2 | 1,084 tok |
| deanmcgowan/mcp-sgu-open-data | 0 | Codex, GitHub Copilot, OpenCode | 2 | 5,880 tok |
| avivancos/mcpforwork mcpfor.work Open-core, MCP-first job-search copilot — the LLM is the client (zero server-side LLM). Se | 0 | Claude Code, Codex, OpenCode | 4 | 2,623 tok |
| ffelipev2/MCP-Fusion360 | 0 | Codex, OpenCode | 1 | 302 tok |
| SlugThugLabs/slugaudit slugthuglabs.dev MCP server that gives a coding agent a queryable evidence index of a codebase — symbols, c | 0 | Codex, OpenCode | 1 | 1,315 tok |
| pira73br/workspace-mcp Generic secure local MCP platform for authorized development workspaces | 0 | Codex, OpenCode | 1 | 189 tok |
| YYC-Cube/YYC3-i18n-Core i18n.yyc3.vip **@yyc3/i18n-core** is the **internationalization infrastructure layer** in the YYC³ (YanY | 0 | Claude Code, Codex | 1 | — |
| maxrotemberg04-spec/equity-desk Grounded AI equity research: hand-rolled fundamentals + DCF from SEC filings; the LLM writ | 0 | Claude Code, Codex, OpenCode | 2 | 240 tok |
| avdiam/mcp-agent-hub A local message broker for AI CLI agents - MCP server with durable inboxes, at-least-once | 0 | Claude Code, Codex, OpenCode | 6 | 3,342 tok |
| jakobjhartmann/apple-calendar-jxa-mcp MCP server for Apple Calendar on macOS. Runs EventKit via osascript/JXA to survive the har | 0 | Claude Code, Codex, OpenCode | 2 | 2,501 tok |
| HappyMonkeyAI/OpenUSPublicDataMCP Federal-first, no-key-first MCP access to high-value US public data sources. | 0 | Codex, OpenCode | 1 | 197 tok |
| Oriolshhh/runware-image-mcp Self-hosted MCP server for Runware image generation — full parameter control, exact per-im | 0 | Claude Code, Codex, OpenCode | 2 | 11,059 tok |
| crisgon0295/MCP-Siigo-Server | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,731 tok |
| 626gl1ch/sentinal-mcp | 0 | Codex, OpenCode | 1 | 1,286 tok |
| Zoean-z/video-mcp Teach agents to understand video without complex dependencies or additional costs | 0 | Claude Code, Codex, OpenCode | 2 | 2,170 tok |
| sam-mountainman/codex-mcp Claude Code plugin that consults OpenAI Codex models for read-only planning, reasoning, an | 0 | Codex, OpenCode | 1 | 397 tok |
| gongpyung/samsin-halmi-mcp Samsin Halmi: MCP server guiding users to official pregnancy and childbirth information | 0 | Codex, OpenCode | 1 | 484 tok |
| thiskevinwang/mcp-and-oidc | 0 | Codex, OpenCode | 1 | 207 tok |
| smrik/canvas-mcp-server MCP server that pulls Canvas LMS course materials into Obsidian automatically (dormant) | 0 | Claude Code, Codex, OpenCode | 2 | 2,665 tok |
| gabrielassisxyz/docs-to-mcp Turn a documentation site into an MCP server your coding agent can search — crawl once wit | 0 | Claude Code, Codex, OpenCode | 2 | 826 tok |
| SunrisesIllNeverSee/bestuser-router-mcp signalaf.com BestUserRouter MCP — the marketable intent layer for 'who is the best AI user?' queries. R | 0 | Codex, OpenCode | 1 | 1,335 tok |
| Bennyyy28/claude-gpt-launcher A native macOS launcher and Codex MCP bridge for running the Claude Code harness with GPT | 0 | Codex | 1 | — |
| wangsiyi7/grok-codex-bridge Local read-only MCP bridge for using Grok Build as a second opinion inside OpenAI Codex | 0 | Codex, OpenCode | 1 | 130 tok |
| sammy-nug/mlh-mcp-server | 0 | Codex, OpenCode | 1 | 1,782 tok |
| zhengziha/confluence-mcp A Model Context Protocol (MCP) Server for Confluence Server/Data Center, providing complet | 0 | Claude Code, Codex, OpenCode | 2 | 804 tok |
| B-A-M-N/Kontrol MCP development workspace and ACP bridge for controlled, observable collaboration between | 0 | Claude Code, Codex, OpenCode | 15 | 13,648 tok |
| mkslge/course-mcp Personal MCP Server to give agents context about the classes im taking | 0 | Codex, OpenCode | 1 | 796 tok |
| guyoverclocked/forensic-analyzer-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 364 tok |
| codenameju/ai-product-planner AI-assisted product planning with PRD, requirements, user flows, wireframes, structured co | 0 | Codex, OpenCode | 1 | 100 tok |
| repoprimer/repoprimer Local-first, read-only project context for coding agents via MCP | 0 | Codex, OpenCode | 1 | 237 tok |
| HsinPu/command-bridge-mcp-server | 0 | Codex, OpenCode | 1 | 7,782 tok |
| hanjoonchoe/web3-agents-mcp MCP server for on-chain AI agents — discover, inspect, and verify ERC-8004 registered agen | 0 | Codex, OpenCode | 1 | 1,241 tok |
| abm-dungtq/tqd-voice 🎙️ Xưởng giọng nói tiếng Việt chạy 100% trên máy bạn — clone giọng từ 5 giây, riêng tư tu | 0 | Codex, OpenCode | 1 | 1,985 tok |
| 4il228/Orchestrator-MCP | 0 | Codex, OpenCode | 1 | 2,338 tok |