1,908 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 agents7,473Claude Code6,589Data and AI3,693Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Memory and context2,354Testing2,335DevOps and cloud2,298Research2,288Writing and docs2,284Frontend2,242Security1,995Productivity1,703
All Claude Code32,066 Codex23,211 OpenCode21,984 GitHub Copilot3,528 Gemini CLI1,908 Cursor1,730 Windsurf104 Kiro70
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| ZHOUKAILIAN/claude-community-plugins Claude Code Plugin Marketplace featuring 3 production-ready plugins for AI documentation w | 3 | Claude Code, Gemini CLI | 2 | 4,722 tok |
| konflux-ci/loadtest Konflux loadtest for per&scale testing the platform | 3 | Claude Code, Codex, Gemini CLI, OpenCode | 6 | 563 tok |
| NetApp/gcnv-mcp-server MCP server for provisioning and managing NAS and iSCSI volumes using Google Cloud NetApp V | 3 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 23,364 tok |
| mithunyc/obsidian-agent-memory A production-grade memory system for AI coding agents. Context Capsules, Tiered Retrieval, | 3 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 496 tok |
| intentdriven/abcd abcdev.app abcd: An experimental configuration layer for intent-driven development. | 3 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 6,013 tok |
| vodoon-cell/ai-website-cloner-template-all ai-website-cloner-template | 3 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 2,437 tok |
| nassimna/karpathy-guidelines Cross-agent Karpathy-inspired behavioral guidelines for Claude Code, Codex, Cursor, and Ge | 3 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,564 tok |
| Enovatr-Labs/SpecRoute Open source framework for spec-driven agentic software engineering. PRDs, prompts, agents, | 3 | Claude Code, Codex, Gemini CLI, OpenCode | 7 | 3,090 tok |
| AgiFlow/ai-plugin Agiflow's plugin for Codex, Claude Code, Antigravity, Cursor | 3 | Gemini CLI | 1 | 25 tok |
| AtlassianPS/JiraAgilePS PowerShell module to interact with Jira's Agile plugin | 3 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 5 | 2,263 tok |
| gemini-cli-extensions/google-secops Gemini CLI Extension for Google SecOps OneMCP. | 2 | Gemini CLI | 1 | 1,356 tok |
| SecondLifes/code-intel Hybrid semantic+keyword code search, RAG chat, and a 17-tool MCP server for Delphi/Pascal | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 50 | 8,454 tok |
| dinglebear-ai/synapse npmjs.com Rust MCP and CLI server for local Synapse workflows: Docker/Compose control, host inspecti | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 5,463 tok |
| dinglebear-ai/rgotify npmjs.com Rust MCP server and CLI for Gotify push notifications, with stdio/HTTP transports, auth, C | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 4,153 tok |
| sunub/obsidian-mcp-server npmjs.com An MCP Server designed to make it easy for AI agents or external applications to browse an | 2 | Gemini CLI | 1 | 1,157 tok |
| dinglebear-ai/rapprise npmjs.com Rust MCP server and CLI for Apprise notification fan-out across dozens of delivery backend | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 1,363 tok |
| minds-ai-co/minds-mcp getminds.ai Docs for the Minds MCP server: run AI market research with synthetic customer panels from | 2 | Gemini CLI | 1 | 161 tok |
| Tempguru-co/tempguru-mcp tempguru.co MCP server for W-2 event staffing across 345 US/CA markets: plan_staffing planner, live ra | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 5,545 tok |
| MakeaMouse/fish-bridge-mcp An economical and fuel(token) efficient AI tool, graph session memory for looong chat sess | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 360 tok |
| Skyrxin/sast-mcp-server | 2 | Claude Code, Gemini CLI | 2 | 3,768 tok |
| Wolfe-Jam/gemini-faf-mcp faf.one Persistent Project Context for Google Gemini — IANA-registered .faf format · MCP server + | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,832 tok |
| fbmdata/maxstat-mcp maxstat.ru Official MaxStat MCP: search 408K+ channels and 86M+ MAX posts; audience, views, reactions | 2 | Gemini CLI | 1 | 367 tok |
| laffeyp/cascade-img greenrosesystems.com MCP server for LLM-operable Midjourney image generation — compose, generate, inspect with | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 9,467 tok |
| vish288/mcp-coda pypi.org MCP server for Coda API — 54 tools, 12 resources, 5 prompts. Docs, pages, tables, rows, fo | 2 | Codex, Gemini CLI, OpenCode | 2 | 2,292 tok |
| yannmenec/inspectrum Catch the bad plan before you spend the tokens. Cross-LLM peer review via MCP. | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,681 tok |
| cqtrinv/trinvmcp a MCP server for TRINV | 2 | Gemini CLI | 1 | 594 tok |
| scalixworld/scalix-cloud-mcp scalix.world Official MCP server for Scalix Cloud — the agent-native cloud: database, functions, AI, st | 2 | Gemini CLI | 1 | 186 tok |
| antonio-mello-ai/mcp-airflow MCP server for airflow | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 357 tok |
| nolindnaidoo/regex-le letools.dev Find every regex in a codebase, and report which can be driven into catastrophic backtrack | 2 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 6 | 8,236 tok |
| nolindnaidoo/colors-le letools.dev Extract every color in a codebase, and say which ones are not in your palette | 2 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 6 | 8,235 tok |
| nogoo9/mcp-server-cloud-fs nogoo9.github.io Cloud replacement for `mcp-server-filesystem` — 20+ tools for S3, Azure Blob, and GCS. Dep | 2 | Claude Code, Gemini CLI | 3 | 4,947 tok |
| nogoo9/no-crd k8s controller manager w/o using CRDs (cuz your organization lockdown your cluster permiss | 2 | Claude Code, Gemini CLI | 3 | 3,660 tok |
| Decade-qiu/Multi-Source-Media-MCP-Server An MCP Tool Implementation for Multi-Source Image Access & Generation | 2 | Gemini CLI | 1 | 3,068 tok |
| mcqua007/agents-skeleton A language-agnostic starter repo for AI-powered development. Single-source-of-truth AGENTS | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 6 | 908 tok |
| promobase/facebook-business-mcp MCP server implementation of Facebook Business API | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 284 tok |
| SteinsFu/my-adhd-caveman A skill for your coding agent. Stops it from burying the answer in preamble. Numbered step | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 2 | 631 tok |
| bhumitschaudhry/Slopnought A multi-agent maintainability skill that ensures AI-generated code stands strong for centu | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 679 tok |
| supportersimulator/3-surgeons Multi-model consensus system — 3 LLMs cross-examine each other to catch blind spots on cri | 2 | Gemini CLI | 1 | 1,037 tok |
| Banyango/scalpel Writing code might be dead. Understanding it is not. - An AI skill for surgical planning | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 306 tok |
| felipecabargas/gambit PM skills and workflow agents for Claude/Gemini — research to roadmap, sprint to stakehold | 2 | Claude Code, Gemini CLI | 2 | 1,495 tok |
| sausi-7/carousels sausi-7.github.io Turn a topic into an Instagram/LinkedIn carousel — animated 1080×1350 video or static slid | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,642 tok |
| designservice/lazy-english-reader.skill Turn English books into Chinese translations with one click + Obsidian chapter study notes | 2 | Codex, Gemini CLI, OpenCode | 2 | 172 tok |
| Tranquility2/quizzing Front-load an AI agent's clarifying questions into one capped, paginated web form so your | 2 | Gemini CLI | 1 | 144 tok |
| edwardxckf/humanizer-ms Remove signs of AI-generated writing from Malay (Bahasa Melayu) text. Agent skill for Clau | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,412 tok |
| cote-star/agent-context Navigation contract for AI coding agents in large repos. Templates, validation scripts, an | 2 | Claude Code, Codex, Cursor, Gemini CLI, OpenCode | 4 | 342 tok |
| ShiftinBits/constellation-claude docs.constellationdev.io Codebase Understanding for Claude Code | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 1,457 tok |
| tk-wxy/apc.md A markdown-based memory system for AI agents — stop re-explaining and re-debugging across | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 644 tok |
| gsmlg-app/flutter-app-template Flutter Application Template for AI coder | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,874 tok |
| tony/skills Language-agnostic AI workflow plugins for Claude Code and Codex. Every workflow is a skill | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 7,013 tok |
| zarubinvibe/mnemazine Local-first memory and knowledge ingestion for coding agents, with auditable archives, ret | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 11 | 1,018 tok |