45,030 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 |
|---|---|---|---|---|
| compforge/devloop A guard-railed, closed-loop workflow for AI coding agents: live state bus + execution-leve | 4 | Codex, OpenCode | 1 | 2,318 tok |
| lexCoder2/lxDIG-MCP Dynamic Intelligence Graph (DIG) MCP server for AI coding agents. Persistent code knowledg | 4 | Claude Code, GitHub Copilot | 5 | 1,103 tok |
| grandcamel/GitLab-Assistant-Skills Claude Code skills for GitLab automation using glab CLI | 4 | Claude Code | 1 | 1,100 tok |
| bitcraft-apps/spec-first Build faster by writing requirements before code. A Claude Code plugin for spec-driven dev | 4 | Codex, OpenCode | 1 | 633 tok |
| AleksandarBisevac/claude-plugins aleksandarbisevac.github.io Claude Code plugin marketplace. audit: a manifest-driven audit/fix pipeline with enforced | 4 | Claude Code | 4 | 8,198 tok |
| vikisingh23/neuraforge-ai Stop correcting the same AI mistakes. 40 agents for Claude Code, Cursor & Copilot that enf | 4 | Codex, Gemini CLI, OpenCode, Windsurf | 3 | 2,269 tok |
| Wolfe-Jam/faf-skills skills.faf.one Claude Code Skills — the FAF Way · curated, receipt-proven skills that take any project to | 4 | Claude Code | 1 | 332 tok |
| blvp/cc-lspctl Mason-like LSP server manager for Claude Code. Define servers in Neovim-compatible Lua con | 4 | Claude Code | 1 | 2,369 tok |
| app-builders-club/design-builder A design plugin for Claude Code | 4 | Claude Code, Codex, OpenCode | 2 | 1,772 tok |
| viamus/claude-sdd-plugin SDD Orchestrator — Claude Code plugin that enforces Spec-Driven Design. Code is only gener | 4 | Claude Code | 1 | 570 tok |
| dyingg/chromectx Search all your open tabs by title or full page content, and expose everything as RAG cont | 4 | Claude Code, Codex, OpenCode | 2 | 1,869 tok |
| hookradar/hookradar-agent-skill HookRadar Creative Intelligence skill/plugin for Codex, Claude, MCP, and SKILL.md-compatib | 4 | Codex, OpenCode | 1 | 60 tok |
| jenreh/appkit Reflex.dev components based on mantine.dev. Chat application and image generation UI. | 4 | Claude Code, Codex, GitHub Copilot, OpenCode | 29 | 1,610 tok |
| haarshitgarg/Nudge-Server An MCP server to control all things Mac | 4 | Claude Code, Gemini CLI | 2 | 864 tok |
| mtrdesign/whygraph MCP server that gives Claude Code the rationale behind a symbol before editing - synthesiz | 4 | Claude Code | 1 | 13,724 tok |
| yongzhe-wang/yapping-apple-calendar-mcp your calendar, but yapping. Apple Calendar MCP server for Claude Desktop & Claude Code — 2 | 4 | Claude Code, Codex, OpenCode | 2 | 28,284 tok |
| hensing/searchless-ngx Stop searching your documents. Start asking them. Transform Paperless-ngx into a conversat | 4 | Cursor | 1 | 504 tok |
| itokun99/omotg omotg.indrawan.dev 💬 Interact with OpenCode directly from Telegram. A thread-safe, zero-dependency Go bridge | 4 | Codex, OpenCode | 1 | 963 tok |
| diomonogatari/stash-mcp MCP Server to connect with your Bitbucket Server (aka Stash) | 4 | GitHub Copilot | 1 | 600 tok |
| broxy-dev/www broxy.dev Broxy - Turn any webpage into an MCP server. Let AI assistants directly control the browse | 4 | Codex, OpenCode | 1 | 1,376 tok |
| shuji-bonji/rfcxml-mcp shuji-bonji.github.io A Model Context Protocol (MCP) server for structured understanding of RFC documents. | 4 | Claude Code | 1 | 32,442 tok |
| dataflowr/dataflowr-tools dataflowr.github.io Python CLI, REST API, and MCP server for the Deep Learning DIY course | 4 | Claude Code | 1 | — |
| futuretea/yunxiao-mcp-server MCP server for Alibaba Yunxiao (云效) | 4 | Codex, OpenCode | 1 | 869 tok |
| thornjad/stormscope An MCP server for weather enthusiasts | 4 | Codex, OpenCode | 1 | 1,278 tok |
| tanaikech/nexus-mcp-extension medium.com Nexus-MCP solves Tool Space Interference in LLMs. It uses a single gateway to aggregate mu | 4 | Gemini CLI | 1 | 905 tok |
| cafitac/hermit-agent Quiet MCP executor for Claude Code and Codex. Offload edits, tests, refactors, and commits | 4 | Claude Code | 8 | 193 tok |
| Iron-Mark/Iron-Mark iron-mark.github.io Mark Siazon — product designer & full-stack developer. A GitHub profile built for humans a | 4 | Codex, OpenCode | 1 | 1,258 tok |
| synamcps/synamcps-server synamcps.ai Universal corporate AI-tools memory and MCP proxy server to store data and proxy external | 4 | Cursor | 2 | — |
| HassanMahomed/HoloCore Local-first AI context engine combining a structural Atlas, verified Archive, episodic Ani | 4 | Claude Code, Codex, Gemini CLI, OpenCode | 39 | 678 tok |
| oguzhankir/fmtly fmtly.dev The high-performance, local-first data engine for developers and AI agents. Format, valida | 4 | Claude Code, GitHub Copilot, Cursor, Windsurf | 4 | 4,264 tok |
| sgharlow/ai-control-framework Verification gates for AI-assisted code: deployment-readiness scoring, specs, checklists. | 4 | Claude Code | 1 | 1,577 tok |
| metalralf/sonarqube-mcp An MCP server that exposes SonarQube data as AI agent tools. | 4 | Claude Code, Codex, OpenCode | 8 | 3,450 tok |
| anatolykoptev/go-job Job, Remote & Freelance Search MCP server | 4 | Claude Code | 1 | 943 tok |
| sponge-b0b/Polaris Decision-centered AI intelligence for trustworthy portfolio and investment decisions | 4 | Claude Code, Codex, OpenCode | 52 | 4,419 tok |
| adrojis/tracecat-mcp-community MCP server for Tracecat SOAR platform — 44 tools for workflows, actions, cases, executions | 4 | Claude Code | 1 | 637 tok |
| hlongc/claude-code-sentinel A native macOS AI coding assistant approval popup supporting permission confirmations, que | 4 | Claude Code, Codex, OpenCode | 1 | 1,374 tok |
| hlebtkachenko/pohoda-mcp MCP server for POHODA (www.stormware.cz/pohoda/) — invoices, stock, orders, bank, warehous | 4 | Codex, OpenCode | 1 | 264 tok |
| Shanko-26/mdfmcp MCP Server for ASAM MDF file analysis - enables AI assistants to access and analyze automo | 4 | Claude Code | 1 | 815 tok |
| outfitter-dev/carabiner Library for building Claude Code hooks that are type-safe, maintainable, and shareable | 4 | Claude Code, Codex, OpenCode | 2 | 2,130 tok |
| kimon1230/claude_extensions Custom hooks, skills, and rules for Claude Code: adds automatic Python formatting, context | 4 | Claude Code | 1 | 1,604 tok |
| asterixix/polish-academic-mcp pamcp.pl Polskie bazy wiedzy (od naukowych po dane statystyczne, prawne, meteorologiczne, normy ora | 4 | Claude Code, Codex, GitHub Copilot, OpenCode | 11 | 15,140 tok |
| sidrat2612/routesmith pypi.org Host-aware model routing for coding agents. Python library + MCP server for Claude Code, C | 4 | GitHub Copilot | 1 | 634 tok |
| blizzy78/mcp-task-manager Task Manager MCP Server | 4 | Claude Code, GitHub Copilot | 3 | 1,284 tok |
| dinglebear-ai/axon Self-hosted RAG stack for crawl, scrape, search, ingest, query, and ask workflows with Qdr | 4 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 1,603 tok |
| Phoenixrr2113/agntk phoenixrr2113.github.io A modular AI agent framework built on Vercel AI SDK. Zero-config agents with real tools, d | 4 | Claude Code | 1 | 1,796 tok |
| SuLG-ik/kmp-api-lookup-mcp Fast MCP server for Kotlin/Native Apple API lookup with local klib indexing, compact symbo | 4 | GitHub Copilot | 1 | 254 tok |
| adamoutler/joplin-server-vector-memory An MCP search and memory system for Joplin Notes | 4 | Claude Code, Gemini CLI | 6 | 555 tok |
| schlpbch/aareguru-mcp MCP server for the temperature & weather for beautiful Aare | 4 | Claude Code | 1 | 4,347 tok |
| pouyanafisi/gmail-mcp Gmail MCP Server - Email management for AI assistants. Send, search, organize emails with | 4 | Claude Code, Gemini CLI | 2 | 3,567 tok |
| jpotter80/mcp A framework for building self-contained, searchable MCP servers from technical documentati | 4 | GitHub Copilot | 1 | 1,173 tok |