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 |
|---|---|---|---|---|
| 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 |
| courtkillion/utility-api utility-api-jn9g.onrender.com Exact residential electricity rates and bills for SRP (Phoenix, AZ), computed from filed t | 0 | Claude Code, Codex | 1 | — |
| 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 |
| MiemieYang-yang/MODULAR-RAG-MCP-SERVER | 0 | Claude Code, Codex | 9 | — |
| 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 |
| ElioLin/sfoa-enterprise-mcp | 0 | Claude Code, Codex, OpenCode | 6 | 688 tok |
| jhn-kim/motionworks A direct manipulation motion design layer for projects built with AI coding agents. | 0 | Claude Code, Codex, OpenCode | 2 | 942 tok |
| junoonx/tnews-mcp | 0 | Codex, OpenCode | 1 | 3,069 tok |
| chappse6/web-picker Localhost UI element picker that bridges browser picks to MCP coding agents | 0 | Codex, OpenCode | 1 | 198 tok |
| yenonn/lmstudio-websearch Local MCP server for LM Studio with web search, YouTube playback, and IPTV channels | 0 | Codex, OpenCode | 1 | 1,599 tok |
| GinzaTech/rn-agent-observer Local runtime observability bridge for AI agents debugging React Native/Expo apps on Andro | 0 | Codex, OpenCode | 1 | 1,222 tok |
| R-HUA/coding-mcp | 0 | Claude Code, Codex, Cursor, OpenCode | 10 | 2,260 tok |
| kisaragi-mochi/distill-kura 蒸留蔵 — distilled long-term memory for agents: recall by meaning, writing gated by evidence, | 0 | Codex, OpenCode | 1 | 2,875 tok |
| kiyeps/dkg-memory-mcp MCP server exposing DKG V10 verifiable memory (WM/SWM/VM) as MCP tools for any MCP-capable | 0 | Claude Code, Codex, OpenCode | 2 | 801 tok |
| Rune-markar/signal-desk rune-markar.github.io Monitoring and notification PWA supporting ChatGPT MCP, Cloudflare Workers, and Web Push | 0 | Codex, OpenCode | 1 | 329 tok |
| lia-xim/seomcp.de seomcp-de.vercel.app Reservierte technische Projektgrundlage für einen künftigen realen SEO-MCP-Dienst. | 0 | Codex, OpenCode | 1 | 265 tok |
| meeeeeca2/agent-chatroom Human-in-the-loop MCP chatroom for coordinating multiple AI agents | 0 | Claude Code, Codex, OpenCode | 2 | 1,064 tok |
| stella-dust/autoxeo-agent-codex-plugin agent.autoxeo.com Public AutoXEO GEO operations plugin for Codex: skills, local MCP bridge and evidence-led | 0 | Codex, OpenCode | 1 | 179 tok |
| ifoodsci-ai/mflowy MCP-native modular ML workflow engine — YAML-config-driven, DAG-orchestrated data analysis | 0 | Codex, OpenCode | 1 | 1,856 tok |
| momadhuynh04/probrowser Real-Browser Automation MCP Server for AI Agents - Anti-Detection | 0 | Claude Code, Codex, OpenCode | 2 | 2,302 tok |
| tetracoralla/deterministic-dependency-engine Deterministic dependency reasoning over declared graphs for humans and AI agents. | 0 | Codex, OpenCode | 1 | 605 tok |