32,008 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 agents7,622Claude Code6,647Data and AI3,678Backend and APIs3,504Languages3,404Planning3,218Git and workflow3,203Code review2,744Testing2,378Memory and context2,367Writing and docs2,318DevOps and cloud2,312Research2,291Frontend2,259Security2,027Productivity1,717
All Claude Code32,008 Codex23,279 OpenCode22,224 GitHub Copilot3,555 Gemini CLI1,920 Cursor1,736 Windsurf139 Kiro81
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| maxencebernardhub/ai-engineering-labs lab08-frontend-maxencebernardhub.s3-website.ca-central-1.amazonaws.com Hands-on AI engineering labs: OpenAI, Anthropic, Google, local models. From a first API ca | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 5 | 568 tok |
| wahmoh/claude-react-kit Enforce clean architecture and prevent technical debt in React projects with a drop-in Cla | 2 | Claude Code | 1 | 575 tok |
| responsible-genai-hackweek/nicer-nisar exploring agents and nisar data | 2 | Claude Code, Codex, OpenCode | 4 | 172 tok |
| forbiddenlink/mcp-token-tracker Track MCP server token usage and costs for AI coding tools | 2 | Claude Code | 2 | — |
| gqy20/genome-mcp pypi.org | 2 | Claude Code | 1 | 2,957 tok |
| JonHHH09/job-engine-spring Local-only MCP server for normalized candidate profiles and jobs, explainable profile-to-j | 2 | Claude Code, Codex, OpenCode | 3 | 3,770 tok |
| erhangundogan/videre docs.videre.sh Multimedia file management tool | 2 | Claude Code, Codex, OpenCode | 2 | 10,181 tok |
| banatic/Hypercool CoolMessenger message and schedule management + meal schedule/timetable widgets + AI (MCP) | 2 | Claude Code | 1 | 2,558 tok |
| JaimeJunr/cursor-mcp-bridge Let any AI agent (Claude Code, Codex, Gemini/Antigravity) delegate to the Cursor CLI agent | 2 | Claude Code | 1 | 5,978 tok |
| yanlingLabs/norma A native macOS AI assistant that replaces the ChatGPT/Claude ecosystem: chat, a full codin | 2 | Claude Code | 1 | 3,420 tok |
| tofunori/atelier-studio Agentic macOS environment for scientific research — coding agents, papers, figures, LaTeX | 2 | Claude Code, Codex, OpenCode | 4 | 2,289 tok |
| andileeb/loxone-datamanager An unofficial app for managing loxone miniserver data | 2 | Claude Code | 1 | 2,691 tok |
| manuelpenazuniga/ClawCrate Policy + evidence for everything your AI agent executes. 🦀 Kernel-native sandbox for agen | 2 | Claude Code, Codex, OpenCode | 2 | 9,152 tok |
| sravanskumar/mace MACE (MCP-Assisted Content Enforcement) is an MCP server for Adobe Experience Manager (AEM | 2 | Claude Code | 1 | 1,263 tok |
| xzycd/recuse xzycd.github.io Polymarket settles by vote, not by fact. Rank contested markets, price any wallet's disput | 2 | Claude Code | 1 | 5,080 tok |
| BraedenBDev/pointdev Structured browser context capture for AI coding tools. Talk, draw, click — PointDev compi | 2 | Claude Code | 1 | 995 tok |
| mahdisanagostar/chef Project-local runtime for Claude and Codex with graph-first knowledge, MCP wiring, and pac | 2 | Claude Code, Codex, OpenCode | 4 | 1,304 tok |
| robzilla1738/vibe-codr vibe-codr.com Vibe Codr — a local-first coding agent for desktop and terminal, with planning, subagent o | 2 | Claude Code, Codex, OpenCode | 2 | 32,545 tok |
| Somchandra17/w-bonkers Your AI agent runs your stock plan on rails — agent-installable NSE portfolio autopilot fo | 2 | Claude Code, Codex, OpenCode | 2 | 747 tok |
| juglans-ai/jug0 Open AI Runtime Protocol — multi-tenant chat backend with SSE tool call interruption | 2 | Claude Code | 1 | 1,860 tok |
| CloudDaddyZA/VisioIntegration AI-powered MCP server for creating Azure architecture diagrams in Visio and Draw.io — with | 2 | Claude Code, Codex, GitHub Copilot | 2 | 1,690 tok |
| Escoto/Coach-Claudio AI training coach for any athlete. Weekly planning, session review, recovery tracking. Pow | 2 | Claude Code | 8 | 1,159 tok |
| xy200303/spec-coding-mcp spec.xyun.dev Provides Codex, Claude Code, OpenCode, and other coding tools with the same local specific | 2 | Claude Code, Codex, OpenCode | 2 | 1,640 tok |
| T0mSIlver/vidtheque vidtheque.dev Builders talk. Your agent listens. vidtheque turns the talks you didn't have time to watch | 2 | Claude Code, Codex, OpenCode | 2 | 1,111 tok |
| 24X7/riz riz.dev Self-hosted AWS Lambda runtime — HTTP API Gateway v2 + WebSocket, Bun/Node.js/Python/Rust | 2 | Claude Code | 1 | 1,086 tok |
| legacy-ai-labs/mcp-server-language-converter hyalen.us Hybrid MCP server exposing 11+ COBOL reverse-engineering tools (AST, ASG, CFG, DFG, copybo | 2 | Claude Code | 1 | 2,902 tok |
| u9401066/HyperHierarchicalRAG HyperHierarchicalRAG: Combining Hypergraph Memory (HGMem) with Hierarchical Retrieval (Lig | 2 | Claude Code, GitHub Copilot | 15 | 1,997 tok |
| ns408/agentic-lab A lab exploring agentic AI for Cloud and DevOps, built as small, runnable demos. Work in p | 2 | Claude Code | 2 | — |
| leostacowskicompasso/workshop-27-08-26 Exemplo de servidor MCP para o workshop do bootcamp 'AWS AI FDE for Commerce' de 27/08/202 | 2 | Claude Code, OpenCode | 2 | — |
| sandraschi/google-ai-mcp FastMCP 3.2 gateway for Google AI: Gemini chat, Nano Banana images, Veo video, Gemini Omni | 2 | Claude Code, Codex, OpenCode | 2 | 990 tok |
| reachjalil/mcpexplained reachjalil.github.io Interactive, replayable explainers for the Model Context Protocol | 2 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| rushengzhou/sid-code sid-code.cc A terminal coding agent engineered around four goals: speed, cost, safety, and deep enterp | 2 | Claude Code | 2 | 9,710 tok |
| a2z2k26/semantic-memory-mcp SQLite-backed semantic memory and coordination MCP server for multi-agent systems. | 2 | Claude Code | 1 | — |
| gordcurrie/unifi-mcp MCP server written in Go that exposes UniFi home-network operations as tools | 2 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 2,346 tok |
| jakkapat-kingthong/Deep-research-agent huggingface.co Production-grade agentic research system with schema-enforced verifiable citations to elim | 2 | Claude Code | 1 | 15 tok |
| kawin35k/ree-mcp ⚡ Connect to Spain's electricity grid using Claude, asking about demand, generation, price | 2 | Claude Code | 1 | 4,581 tok |
| wesleysimplicio/simplicio-loop simpleti.com.br 🔁 Finishes your entire backlog while you sleep. The AI orchestrator that DOES the work en | 2 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode | 17 | 8,789 tok |
| SolarLLM/human-proofreader-mcp human-proofreader-mcp.vercel.app An MCP server that proofreads Korean manuscripts as if edited by a human editor — Upstage | 2 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| vinicq/falsegreen-skill vinicq.github.io LLM skill that finds false-green tests across Python/TS/JS/Robot using the J1-J6 protocol | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 11,735 tok |
| Ali-Rashidi-80/Rynix AI-native systems language: canonical syntax, Zero-GC escape path, colorless fibers, MCP/L | 2 | Claude Code, Codex, OpenCode | 2 | 1,555 tok |
| buttjer/n8n-decanter buttjer.github.io The toolkit for building code-heavy n8n workflows — agent-first, MCP-native. | 2 | Claude Code, Codex, OpenCode | 3 | 14,982 tok |
| the-events-calendar/mcp-server MCP Server for The Events Calendar | 2 | Claude Code | 1 | 1,232 tok |
| lidonation/Cardano-mcp Cardano's missing MCP server. Query UTxOs, decode datums, scaffold Aiken validators, watch | 2 | Claude Code, Gemini CLI | 2 | 6,766 tok |
| yusufkucukates/mcp-prompt-optimizer The MCP server that turns vague AI prompts into production-ready instructions — works offl | 2 | Claude Code | 1 | 1,595 tok |
| ajstars1/agent-os Open-source AI agent that learns from every conversation. 82% fewer tokens than LangChain. | 2 | Claude Code | 1 | 336 tok |
| Alan-512/ExperienceEngine Governance layer for coding agents that reuses real execution experience across OpenClaw, | 2 | Claude Code, Codex | 4 | — |
| czechbol/hass-mcp HACS custom integration that mounts an MCP server inside Home Assistant with generic meta- | 2 | Claude Code | 1 | 1,322 tok |
| subkoks/BEST-Self-Enhancement-Learning-AI BSELA — local control plane that learns from your coding AI sessions: captures, detects er | 2 | Claude Code, Codex, OpenCode | 8 | 8,369 tok |
| yurymkomarov/opencode-agent-orchestration OpenCode-based multi-agent orchestration setup using ai-cli-mcp with Codex CLI, Claude Cod | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 628 tok |
| jonasneves/ros-mcp jonasneves.com ROS MCP Server — connect AI agents to ROS 2 robots | 2 | Claude Code, Codex, OpenCode | 4 | 1,055 tok |