23,819 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 |
|---|---|---|---|---|
| suhajdab/spotify-playlist-mcp Guarded Spotify playlist curation MCP server for Codex scheduled tasks | 0 | Codex, OpenCode | 1 | 343 tok |
| Epyur/sbe-agent SBE plugin LogicTEAM.007 — a universal LLM agent: MCP tools (Word/Excel/JSON/PDF), permiss | 0 | Codex, OpenCode | 1 | 12,140 tok |
| DrDroidLab/TestTrout 🐟 The testing assistant for coding agents. Reads your repo, connects to your deployment, | 0 | Claude Code, Codex, OpenCode | 2 | 967 tok |
| FardeenSK004/livekit-mcp | 0 | Codex, OpenCode | 1 | 174 tok |
| Markalvs/study-assistant-ia assistente pessoal de estudos usando ia + mcp | 0 | Codex, OpenCode | 1 | 601 tok |
| oaslananka/zaptrace oaslananka.github.io AI-native, verification-first EDA kernel for prompt-to-fab electronics: compile design int | 0 | Codex, OpenCode | 1 | 2,225 tok |
| erstanai/erstan-agent-tools-beta docs.erstan.com Temporary Erstan Beta plugin distribution for the isolated QA environment. | 0 | Codex, OpenCode | 1 | 288 tok |
| lemanjo/hac-mcp Safety-first administrative MCP server for Home Assistant | 0 | Codex, OpenCode | 1 | 127 tok |
| romil569/RepoGuardian-RHD-Enterprise repoguardian-rhd.vercel.app AI-native autonomous software engineering intelligence platform powered by RHD - Repositor | 0 | Codex, OpenCode | 1 | 1,433 tok |
| di404/godot-mcp-gateway One Godot editor, multiple AI coding agents. | 0 | Claude Code, Codex, OpenCode | 2 | 6,577 tok |
| aimanhk2023-chencc/finance-mcp | 0 | Codex, OpenCode | 1 | 141 tok |
| jeius/mcp-servers A monorepo of Model Context Protocol servers | 0 | Claude Code, Codex, OpenCode | 3 | 1,176 tok |
| lanefoundry/groundlane Trusted web access layer for AI agents. Vendor-neutral MCP server: web search, fetch, dete | 0 | Codex, OpenCode | 1 | 1,421 tok |
| AngelN-Halo/google-mcp Authenticated, read-only MCP server for narrowly scoped Google Workspace Directory lookups | 0 | Codex, OpenCode | 1 | 744 tok |
| eduardoantoniojunior/otrs-mcp-server Projeto de MCP Server para o OTRS. | 0 | Codex, Kiro, OpenCode | 3 | 1,462 tok |
| roguebot13/stash Bookmark MCP server | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| YingsHermes/lifestyle-mcp-gym Lifestyle MCP gym assistant with human and agent registration | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| btcmatic-com/btcmatic-mcp-server MCP server for the BTCMatic agent API — pay-per-call Bitcoin context over Lightning (402/L | 0 | Codex, OpenCode | 1 | 109 tok |
| MalekYala/yala-agentic-toolkit Yala Agentic Toolkit — 570 AI-agent CLI tools + MCP server for Claude, Codex & Cursor - On | 0 | Claude Code, Codex, OpenCode | 2 | 4,699 tok |
| ChenchaoZhao/citekick Agentic tools for academic paper search MCP and Skills | 0 | Codex, OpenCode | 1 | 1,693 tok |
| ak8x6/talent-bridge-lebanon talent-bridge-lebanon.lovable.app AI career-matching agent for Lebanese CS graduates - semantic job retrieval, deterministic | 0 | Codex, OpenCode | 1 | 115 tok |
| hara-lang/hara-mcp | 0 | Codex, OpenCode | 1 | 550 tok |
| acangialosi/outlook-mcp-server | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 750 tok |
| hwillGIT/library-of-context hwillgit.github.io Local-first semantic paging and durable virtual memory for bounded AI context | 0 | Codex, OpenCode | 2 | 680 tok |
| astatineRS/Nexoraa-tree Nexoraa — the open AI-workforce SaaS: animated interactive map of 137 AI jobs, gated skill | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| Xopoko/poland Official-source-first AI agent skills for life in Poland: immigration, work, tax, document | 0 | Codex, OpenCode | 1 | 895 tok |
| klausmark/mcps Thin stdio MCP server acting as a logging and secret-injection facade for services that sh | 0 | Codex, OpenCode | 1 | 1,552 tok |
| MasterBrogrammer/SW-OpenC64 Browser Commodore 64. Sibling of SW-OpenApple. MCP: WOZMCP64. | 0 | Claude Code, Codex, OpenCode | 19 | 12,423 tok |
| zeneone/dsh-mcp MCP server management plugin for the DSH Web GUI: add, edit, delete, enable, disable, and | 0 | Codex, OpenCode | 1 | 722 tok |
| PanuwatChinpratan/safe-runbook-mcp Policy-gated MCP server for version-controlled operational runbooks with dry-run planning | 0 | Codex, OpenCode | 1 | 386 tok |
| hassanvfx/mcp-data-analysis-agent Local-first, governed MCP analytics for SQLite and PostgreSQL. | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,091 tok |
| tetracoralla/state-machine Step Switch: a deterministic, side-effect-free finite-state transition kernel with CLI, MC | 0 | Codex, OpenCode | 1 | 468 tok |
| sakurameishi/codex-dsh-mcp a mcp for codex to manage jobs for dsh to save credits | 0 | Codex, OpenCode | 1 | 1,188 tok |
| minmax/pi-cli-mcp MCP server that delegates coding tasks to your locally installed pi CLI. Wraps the real bi | 0 | Claude Code, Codex, OpenCode | 6 | 462 tok |
| akmalkhaniub/drizzle-sentinel-mcp akmalkhaniub.github.io Drizzle Sentinel MCP — A TypeScript-native MCP server for Turborepo and Drizzle ORM codeba | 0 | Claude Code, Codex, OpenCode | 2 | 642 tok |
| VasquezNodier/mcp-oracle Unofficial MCP for on-prem Oracle: schema, PL/SQL, and read-only SQL. | 0 | Codex, OpenCode | 1 | 341 tok |
| frankxai/starlight-creator-mcp Sovereign creator substrate: one BYOK MCP engine (image/video/audio/taste/ledger/publishin | 0 | Codex, OpenCode | 1 | 399 tok |
| ariaprism/nowhere-mcp Enables AI to travel the world through MCP and review routes, logs, and postcards from a l | 0 | Codex, OpenCode | 1 | 1,967 tok |
| JumpLink/troedler Troedler — search several second-hand marketplaces from one query. A local CLI and MCP ser | 0 | Claude Code, Codex, OpenCode | 2 | 2,370 tok |
| JakePeralta7/s3-mcp | 0 | Codex, OpenCode | 1 | 1,218 tok |
| CYZice/devs-codex DevSpace: a local execution layer that brings a Codex-style coding workflow to MCP hosts | 0 | Codex, OpenCode | 1 | 1,676 tok |
| Tsumibito/NavoCMS navocms.com The agent-native CMS. No admin panel. Your agent is the interface | 0 | Codex, OpenCode | 1 | 434 tok |
| brulure1/labsolu-mcp-test MCP test bot Labsolu pour Claude + Render | 0 | Claude Code, Codex, OpenCode | 2 | 1,069 tok |
| pedro-angel/mcp-for-kibana MCP server for Kibana: composable toolboxes over a hexagonal core | 0 | Claude Code, Codex, OpenCode | 3 | 2,538 tok |
| phamviet86/google-task-mcp Local Python MCP server for safely managing Google Tasks over stdio | 0 | Codex, OpenCode | 1 | 700 tok |
| gianlucamazza/pagouse Chromium page agent for coding agents | 0 | Codex, OpenCode | 1 | 281 tok |
| Brian-Egan/jazz_agent Scrapes NYC jazz club schedules, builds a weekly Spotify playlist per club, and keeps a pe | 0 | Codex, OpenCode | 1 | 2,545 tok |
| dosquartsdedocs/vegavisuals Reproducible Vega and Vega-Lite rendering with immutable Docker provenance. | 0 | Codex, OpenCode | 1 | 459 tok |
| dev-the-dev-while-deving/rolldeep-lab Free local study lab. Hit ROLL. One topic. One question. Do the work. Never repeat. | 0 | Codex, OpenCode | 1 | 512 tok |
| Cubiczan/governed-mcp-gateway Governed MCP Gateway — principal on every tool call and SSE frame, vaulted credential rota | 0 | Codex, OpenCode | 1 | 91 tok |