32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980
All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| nikships/ultimate-image-gen-mcp pypi.org Ultimate Gemini 3.1 Flash Image MCP server with 4K generation, Google Search grounding, re | 14 | Claude Code | 1 | 4,131 tok |
| Cam10001110101/mcp-server-outlook-email | 14 | Claude Code | 1 | 4,027 tok |
| yejianye/ob-smart-connections-mcp MCP Server for Obsidian Smart Connections plugin | 14 | Claude Code | 1 | 545 tok |
| lihei12345/RunCue RunCue is a WDA-powered iOS UI navigation MCP tool that lets coding agents drive, inspect, | 14 | Claude Code, Codex, OpenCode | 2 | 1,005 tok |
| yuki-yano/macos-notify-mcp | 14 | Claude Code | 1 | 1,118 tok |
| ericbuess/limitless-ai-mcp-server MCP server for integrating Limitless AI Pendant recordings with AI assistants | 14 | Claude Code | 1 | 3,391 tok |
| HomenShum/NodeBenchAI nodebenchai.com Entity intelligence for any company, market, or question — not a chatbot that answers once | 14 | Claude Code, Codex, OpenCode | 27 | 35,230 tok |
| brucepro/buildautomata_memory_mcp Memory MCP and CLI | 14 | Claude Code | 1 | 3,758 tok |
| aborroy/aiup-alfresco A Claude Code plugin that packages Alfresco extension development as slash commands, skill | 14 | Claude Code, Codex, OpenCode | 2 | 21,414 tok |
| xhongc/spark-novel AI fiction, short stories, Agent writing, and writing an engaging short story during your | 14 | Claude Code, Codex, OpenCode | 2 | 1,759 tok |
| KingingWang/crates-docs A high-performance Rust crate documentation query MCP server supporting multiple transport | 14 | Claude Code, Codex, OpenCode | 2 | 3,111 tok |
| PabloLION/bmad-plugin Claude Code plugin for BMAD Method — agile AI-driven development with specialized agents a | 14 | Claude Code, Codex, OpenCode | 2 | 2,903 tok |
| Smithbox-ai/ControlFlow Multi-agent orchestration for VS Code Copilot, Claude Code, OpenAI Codex and Cursor | 14 | Claude Code, GitHub Copilot | 3 | 2,885 tok |
| rushikeshmore/shopify-partner-agent MCP server for Shopify Partner API analytics - 25 tools for MRR, churn, retention, merchan | 14 | Claude Code | 1 | 738 tok |
| voodootikigod/skills-check skillscheck.ai The missing quality toolkit for Agent Skills | 14 | Claude Code, Codex, OpenCode | 2 | 7,374 tok |
| clomia/claude-automata claude-automata.clomia.com An autonomous agent environment for Claude Code. 24/7 full self-driving: delegate everythi | 14 | Claude Code | 2 | — |
| sidkandan/universal-remote-control Control Codex and Gemini from the Claude app on your phone. Cross-CLI agent communication | 14 | Claude Code, Codex, Gemini CLI, OpenCode | 11 | 10,444 tok |
| OthmanAdi/MDDesign whimsy-finch-ty3m.here.now Orchestrator plugin: composes planning-with-files, DESIGN.md, memory routing, agent teams, | 14 | Claude Code, Codex, Gemini CLI, OpenCode | 18 | 645 tok |
| Shreyas-Dayal/ai-cli-bridge Use your Claude Max / ChatGPT Pro subscription as an API. Self-hosted Express + Bun HTTP b | 14 | Claude Code | 1 | 1,282 tok |
| chainofdive/ravenclaw Work context management for AI coding agents — web UI, MCP, CLI | 14 | Claude Code | 3 | — |
| Bpolat0/atlasmemory npmjs.com Proof-backed, drift-resistant AI memory for your codebase. 11 languages, 28 MCP tools, evi | 14 | Claude Code, GitHub Copilot | 2 | 4,425 tok |
| QuickerHub/quicker-rpc QuickerAgent: AI desktop assistant for Quicker. Monorepo with QuickerRpc plugin + qkrpc CL | 14 | Claude Code, Codex, Cursor, OpenCode | 23 | 5,606 tok |
| HyperAITeam/CLITrigger npmjs.com Dockable terminals for Claude Code, Codex & Antigravity by day, an unattended task queue b | 14 | Claude Code | 12 | 1,216 tok |
| emdashcodes/claude-code-plugins emdash.codes Claude Code plugins featuring specialized agents, commands, and development skills. | 14 | Claude Code | 1 | 1,222 tok |
| jukanntenn/glm-plan-usage GLM plan usage plugin for Claude Code | 14 | Claude Code | 3 | 857 tok |
| Piebald-AI/splitrail-cloud splitrail.dev The cloud for Splitrail - analyzer for agentic AI coding tool usage. Sync your usage data | 14 | Claude Code | 1 | 2,336 tok |
| nrwl/polygraph-skills skills, subagents and the claude plugin for polygraph | 14 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| serpentine-parser/serpentine serpentine.app See every reference between every named entity in your codebase — functions, classes, modu | 14 | Claude Code | 6 | 1,014 tok |
| suiflex/ForgeGuard Token-efficient engineering discipline for AI coding agents. | 14 | Claude Code, Codex, OpenCode | 2 | 496 tok |
| ArtemisAI/Harness_Engineering A template project for harness engineering and grounding long running agentic AI coding sw | 14 | Claude Code, Codex, GitHub Copilot, OpenCode | 8 | 6,305 tok |
| firatcand/forge A lightweight framework for shipping software products from idea to production with AI cod | 14 | Claude Code, Codex, OpenCode | 2 | 820 tok |
| initialneil/project-with-reflect Claude Code meta-skill: turn each project/machine/device into a self-improving skill (log | 14 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 508 tok |
| LiaScript/teaching-agent A BMAD-method-inspired teaching agent to support the creation of lectures with LiaScript | 14 | Claude Code, Codex, OpenCode, Windsurf | 3 | 13,869 tok |
| hekivo/superpowers-sage Sage + Acorn + Lando superpowers for Claude Code — ACF Composer, Livewire, Eloquent, Route | 14 | Claude Code, Codex, OpenCode | 2 | 2,014 tok |
| kyungseo/ai-workflow-harness A manual-first, human-in-the-loop workflow harness for AI-assisted development—aligns plan | 14 | Claude Code, Codex, OpenCode | 30 | 1,483 tok |
| nongjun/feishu-cursor-claw Turn Feishu/Lark into a remote control for Cursor AI — your personal AI strategic partner | 14 | Claude Code, Codex, Cursor, OpenCode | 5 | 1,840 tok |
| baijum/ukulele-companion baijum.github.io An offline app for learning ukulele — on Android and iOS. Chords, scales, music theory, co | 14 | Claude Code, Codex, Cursor, OpenCode | 25 | 3,299 tok |
| vin-spiegel/htmldrop htmldrop.link Publish HTML for agents — one API call, MCP server included | 14 | Claude Code, Codex, OpenCode | 2 | 1,597 tok |
| tigrisdata/mcp-oidc-provider tigrisdata.com Open-sourced mcp-oidc-provider: a minimal, vendor-neutral OIDC layer that sits between MCP | 14 | Claude Code, Codex, OpenCode | 2 | 724 tok |
| mbrummerstedt/powerbi-analyst-mcp This repo is a local mcp server made for connecting Power BI to your llm for analysis purp | 14 | Claude Code | 1 | 625 tok |
| willwebster5/crowdstrike-mcp | 14 | Claude Code | 1 | — |
| christopherekfeldt/mcp-bitbucket-dc MCP server for Bitbucket Data Center — code search, file browsing, PRs, commits, and more | 14 | Claude Code, Codex, OpenCode | 5 | 572 tok |
| thaleslaray/hotmart-mcp Hotmart API MCP server — sales, subscriptions, club, products, coupons, tickets, negotiati | 14 | Claude Code | 1 | 949 tok |
| emergent-wisdom/sema Sema is a content-addressed vocabulary for AI agents. Precise thinking, reliable reference | 14 | Claude Code, Codex, OpenCode | 2 | 7,423 tok |
| th3nolo/openrouter-mcp th3nolo.com Stateless MCP server and CLI for OpenRouter (MCP 2026-07-28): use any OpenRouter model fro | 14 | Claude Code | 1 | 471 tok |
| smykla-skalski/klaudiush A validation dispatcher for Claude Code hooks that enforces git workflow standards, commit | 14 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 10,355 tok |
| subvertnormality/paranoia Local MCP server for cross-agent adversarial code review — Claude Code and Codex CLI criti | 14 | Claude Code, Codex, OpenCode | 2 | 14,666 tok |
| dylan-gluck/mcp-background-job Execute long-running commands in the background while continuing to work with Claude | 14 | Claude Code | 1 | 850 tok |
| sysdiglabs/sysdig-mcp-server Sysdig MCP Server | 14 | Claude Code, Codex, OpenCode | 2 | 1,581 tok |
| NoesisVision/nasde-toolkit noesis.vision CLI for benchmarks & evals of AI coding agents — on tasks you already understand, using yo | 14 | Claude Code, Codex | 3 | 10,788 tok |