31,992 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 agents7,690Claude Code6,656Data and AI3,669Backend and APIs3,506Languages3,395Planning3,227Git and workflow3,219Code review2,753Testing2,387Memory and context2,368Writing and docs2,331DevOps and cloud2,317Research2,292Frontend2,266Security2,036Productivity1,725
All Claude Code31,992 Codex23,401 OpenCode22,346 GitHub Copilot3,564 Gemini CLI1,917 Cursor1,741 Windsurf146 Kiro83
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| numbererikson/shinobi shinobi-apps.com Task spine + dead-end search + approvals for AI coding agents. Past dead ends are semantic | 2 | Claude Code | 1 | 1,118 tok |
| nyuchi/mukoko-news news.mukoko.com Pan-African aggregated new source. All your news in one place. | 2 | Claude Code | 2 | 29,926 tok |
| oaslananka/debug-recorder-mcp TypeScript MCP server for structured debug session capture, reproducible diagnostics, even | 2 | Claude Code, Codex, OpenCode | 4 | 1,292 tok |
| oaslananka/health-monitor-mcp TypeScript MCP server for service health monitoring, status checks, uptime probes, and ope | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 7 | 2,927 tok |
| oaslananka/infra-lens-mcp TypeScript MCP server for infrastructure visibility, health checks, inventory inspection, | 2 | Claude Code, Codex, OpenCode | 4 | 482 tok |
| oaslananka/ssh-mcp-pro TypeScript MCP server for controlled SSH operations, remote host workflows, command execut | 2 | Claude Code, Codex, OpenCode | 4 | 1,363 tok |
| olafkfreund/myrmex-hive Myrmex Hive: Secure Agent Orchestrator & Gateway with multi-transport MCP integrations | 2 | Claude Code | 1 | 2,361 tok |
| snoozelieb/coach-mcp | 2 | Claude Code | 6 | 2,567 tok |
| waanvar/samong samong.dev Local-first, Obsidian-compatible knowledge base. Your notes stay on your machine — full-te | 2 | Claude Code | 2 | 695 tok |
| xiaojiou176-open/notes-recover xiaojiou176-open.github.io Copy-first Apple Notes recovery and review toolkit for macOS, with AI-assisted triage, evi | 2 | Claude Code, Codex, OpenCode | 2 | 950 tok |
| ostin-pil/aboard aboard.untype.me A research-stage registry where AI agents file falsifiable claims about systemic problems | 2 | Claude Code, Codex, OpenCode | 2 | 5,901 tok |
| hirokidaichi/deepre local mcp server perplexity | 2 | Claude Code, Cursor | 2 | 529 tok |
| rkreddyp/investrecipes | 2 | Claude Code | 15 | — |
| arashbehmand/learners-mcp An MCP server that turns books, PDFs, articles, and videos into a portable, structured stu | 2 | Claude Code | 1 | 6,436 tok |
| adamkwhite/google-workspace-mcp Google Calendar MCP Server for Claude Desktop | 2 | Claude Code | 4 | 2,369 tok |
| asgard-ai-platform/mcp-tdcc pypi.org MCP Server for TDCC (Taiwan Depository & Clearing Corporation) — 8 AI-callable tools for T | 2 | Claude Code | 1 | 545 tok |
| YawLabs/npmjs-mcp yaw.sh npm registry MCP server — package intelligence, security audits, and dependency analysis f | 2 | Claude Code | 2 | — |
| whoamiTM/bi-mcp MCP server for Blue Iris NVR — exposes the Blue Iris JSON API and .reg config to LLM age | 2 | Claude Code, Codex, OpenCode | 4 | 8,958 tok |
| LVTD-LLC/pgsandbox pgsandbox.dev Agent-facing MCP for disposable Postgres experimentation databases | 2 | Claude Code, Codex, OpenCode | 2 | 1,576 tok |
| DeepBlueCoding/mcp-replay-dota2 MCP server for parsing dota2 replay .dem files | 2 | Claude Code, Codex, OpenCode | 7 | 3,253 tok |
| nadimtuhin/antigravity-cli-mcp CLI MCP server for antigravity tooling | 2 | Claude Code, Codex, Cursor, Gemini CLI, OpenCode | 7 | 1,688 tok |
| dongtang3/mnemic Local-first memory kernel for coding agents: MCP-native, temporal, auditable, source-keyed | 2 | Claude Code, Codex, OpenCode | 2 | 316 tok |
| k-rister/ephemeral-buffer-mcp Ephemeral in-memory command output capture and hybrid search MCP server for coding agents. | 2 | Claude Code, Codex, OpenCode | 2 | 949 tok |
| dynmie/foolfuuka-mcp-server MCP server for querying 4chan archives via the FoolFuuka API | 2 | Claude Code, OpenCode | 10 | — |
| sinanpl/mcp-memes A situation-aware meme editor, served over MCP. Describe a situation, get five captioned m | 2 | Claude Code | 1 | 1,509 tok |
| zai-one/telegram-ads-mcp zai.one Unofficial MCP server for Telegram Ads (TON cabinet, Gram currency). For Claude, Cursor, a | 2 | Claude Code, Codex, OpenCode | 2 | 2,892 tok |
| Muqaram0/oscp-companion oscp-companion.vercel.app OSCP methodology knowledge base with web UI and MCP server | 2 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| cunzai97/Memory-DB Minimal vector memory for AI agents — store, search, update, delete via semantic similarit | 2 | Claude Code | 1 | 473 tok |
| ingjohnfigueroablanco/Fast-browser-MCP | 2 | Claude Code | 1 | — |
| ikraamg/csstruth Hard ground truth for CSS — the browser's rendered layout as deterministic, diffable text | 2 | Claude Code | 1 | 2,060 tok |
| ShreddyKrueger75/claude-orcaslicer-mcp MCP server for OrcaSlicer: headless slicing, preset management, G-code analysis, and Elego | 2 | Claude Code | 1 | 31 tok |
| coltonbearden/carrel coltonbearden.github.io Read, index, pack and file your documents — from the terminal, for you and your agents. | 2 | Claude Code | 2 | 1,201 tok |
| oscarthroedsson/willys-mcp | 2 | Claude Code | 1 | 1,528 tok |
| fmilioni/agents-board A Jira for your agents. sprint/card/doc project management exposed over MCP, so AI agents | 2 | Claude Code, Codex, OpenCode | 3 | 2,090 tok |
| zai-one/grok-build-mcp zai.one MCP bridge that hands the coding loop to Grok CLI and returns a verified receipt. Save Cla | 2 | Claude Code, Codex, OpenCode | 3 | 8,527 tok |
| 0xZoharHuang/garment-cad-mcp Agent-safe transactional garment CAD tooling for Valentina, GarmentCode, and remote Warp s | 2 | Claude Code | 1 | — |
| dgraziosi/foundation Personal ontology + MCP for agents — a foundation they can grow. | 2 | Claude Code, Codex, Cursor | 11 | — |
| ajmichels/moneta-notes A personal notes system built around an Obsidian vault, providing fast full-text and seman | 2 | Claude Code | 1 | 2,149 tok |
| TimWongUp/keepygaga Cross-agent core memory in local Markdown, with MCP tools, native hooks, and installers fo | 2 | Claude Code, Codex, OpenCode | 2 | 2,140 tok |
| no-materials/hird A typed language for LLM agent systems on BEAM: effect-row tracking, auditable tool effect | 2 | Claude Code, Codex, OpenCode | 2 | 1,667 tok |
| altryne/mcpilled mcpilled.vercel.app MCPilled.com is a collection of curated news about MCP servers, clients, protocol updates | 2 | Claude Code | 1 | 252 tok |
| Baighasan/Chat-Royale chat-royale.com A Clash Royale agent, powered by a custom built Clash Royale MCP server. Enables the agent | 2 | Claude Code | 1 | 3,760 tok |
| darcivieira/kanbanize-sdk | 2 | Claude Code | 11 | 1,692 tok |
| fiscaltec/vitally-mcp | 1 | Claude Code | 3 | 32,358 tok |
| fo0/clawstash AI-optimized stash storage — dynamic RAG for agents. Store, search, and retrieve docs, cod | 1 | Claude Code, Codex, OpenCode | 25 | 3,997 tok |
| ormastes/simple | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 84 | 11,207 tok |
| aiven/aiven-ai-plugins A plugin for Claude and Cursor for managing services and building applications with Aiven | 1 | Claude Code | 1 | — |
| ebenezer-isaac/llmconveyors-mcp llmconveyors.com MCP server that connects AI agents to LLM Conveyors — run Job Hunter, B2B Sales, and more | 1 | Claude Code | 1 | 2,331 tok |
| phuetz/code-explorer Graph-powered code intelligence for AI agents — a Rust engine that maps your whole codebas | 1 | Claude Code | 2 | 4,914 tok |
| s-nems/open-northland A modern, open-source reimplementation of the Cultures game series | 1 | Claude Code, Codex, OpenCode | 8 | 2,436 tok |