45,053 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989
All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| daddia/claude-for-strategy A reference collection of agents, skills, and connector plugins for strategy & transformat | 2 | Claude Code | 2 | 2,094 tok |
| airiclenz/llama-launcher Profile-based launcher for local LLM servers - start, stop and switch models on llama.cpp, | 2 | Claude Code, Codex, OpenCode | 4 | 1,079 tok |
| 0xRyanlee/salva Salva Runtime — self-hosted discovery intelligence runtime (API / MCP / CLI / SDK) | 2 | Claude Code | 1 | 2,593 tok |
| ArcadeAI/arcade-mcp-ts TypeScript framework for building MCP servers with built-in OAuth (21 providers), secret i | 2 | Claude Code | 1 | 1,246 tok |
| ScientiaCapital/unsloth-mcp-server MCP server for LLM fine-tuning with Unsloth. 33 tools, 180 tests, RunPod GPU integration. | 2 | Claude Code | 23 | 378 tok |
| sandraschi/speech-mcp FastMCP 3.2 speech gateway: FunASR local STT, Gemini Live/TTS, Hume, ElevenLabs cloning, w | 2 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 7 | 2,891 tok |
| lfyxhappy/lfcode Local-first open-source AI coding workspace for desktop, terminal, sessions, skills, brows | 2 | Codex, OpenCode | 1 | 3,727 tok |
| vcav-io/agentvault vcav.io Coordination primitive for bounded disclosure between AI agents | 2 | Claude Code | 1 | 433 tok |
| davidyen1124/not-really-mcp-client A confusingly-named Node.js client for Claude Code's VS Code bridge (not actually MCP) | 2 | Claude Code | 1 | 645 tok |
| lee-lou2/sidekick Personal AI agent with memory, task scheduling, and plug-and-play custom tools — built on | 2 | Claude Code, Codex, OpenCode | 2 | 14,274 tok |
| khef-labs/khef-mac khef.ai Khef (Mac) | 2 | Claude Code, Codex, OpenCode | 3 | 7,244 tok |
| david-2814/metis david-2814.github.io Local-first AI dev agent for your terminal — provider-agnostic, cost-aware, self-improving | 2 | Claude Code, Codex, OpenCode | 2 | 27,237 tok |
| chevyphillip/system-designer-mcp MCP server for creating and validating UML system models with System Runtime bundle genera | 2 | Claude Code, Codex, OpenCode | 2 | 2,797 tok |
| X-Gunner/codeigniter-mcp npmjs.com MCP server for scaffolding a CodeIgniter-style PHP framework (MVC + Services/Repository). | 2 | Codex, OpenCode | 1 | 2,139 tok |
| os-tack/fcp-sheets Spreadsheet File Context Protocol — semantic spreadsheet operations for LLMs | 2 | Claude Code | 1 | 308 tok |
| m-oonn/rag-aiops-platform Enterprise RAG knowledge base Q&A system + AIOps operations diagnosis Agent (Plan-Execute- | 2 | Claude Code, Codex, OpenCode | 2 | 45,846 tok |
| useconductor/conductor conductor.thealxlabs.ca AI integration hub — 25 plugins, 146 tools. Connect Claude, GPT-4o, Gemini & Ollama to Gma | 2 | Claude Code | 1 | 1,333 tok |
| Roee-Tsur/mcp-signal npmjs.com Tiny, zero-dependency telemetry SDK for MCP widgets — capture usage in Claude MCP Apps / C | 2 | Claude Code | 1 | 2,550 tok |
| ArisRhiannon/vibecheck arisrhiannon.github.io Offline, no-AI "safe to ship?" gate for vibe-coded apps — finds the security mistakes AI c | 2 | Codex, OpenCode | 1 | 490 tok |
| sAjAd-2006/bizinsight-agent BizInsight Agent: multi-agent business intelligence system for automated business data ana | 2 | Codex, OpenCode | 1 | 709 tok |
| luksow/madrileno AI-first Scala 3 backend template — http4s + Skunk + cats-effect, with MCP servers and doc | 2 | Claude Code | 1 | 469 tok |
| 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 |
| ekhodzitsky/kimi-wire crates.io Typed Rust client for the Kimi Code CLI Wire protocol. | 2 | Codex, OpenCode | 1 | 2,238 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 |
| r2cuerdame/DevHotel Every project gets its own room — a browser for isolated local development servers. Easy S | 2 | Codex, OpenCode | 1 | 315 tok |
| responsible-genai-hackweek/nicer-nisar exploring agents and nisar data | 2 | Claude Code, Codex, OpenCode | 4 | 172 tok |
| microsoft/Build26-BRK228-modern-resiliency-from-build-to-recovery-through-agentic-ai build.microsoft.com Resources for using the Resiliency Agent, Azure MCP Server, and Azure Advisor to identify | 2 | Codex, GitHub Copilot, OpenCode | 2 | 1,029 tok |
| TheFractalyst/MetatraderMCP MCP server for MetaTrader MQL4/MQL5 documentation (4853 entries). Provides AI assistants w | 2 | Codex, OpenCode | 1 | 970 tok |
| sneldao/ligis ligis.vercel.app Ligis is the portable identity and credential layer for AI agents on the Pharos Network. | 2 | Codex, OpenCode | 1 | 13,474 tok |
| forbiddenlink/mcp-token-tracker Track MCP server token usage and costs for AI coding tools | 2 | Claude Code | 3 | 1,204 tok |
| 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 |
| 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 |
| 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 |
| HaoZhang615/Azure-MCP-Server-Accelerator A complete solution accelerator for deploying Model Context Protocol (MCP) servers on Azur | 2 | GitHub Copilot | 1 | 428 tok |
| XingCheng3/Connect_MSSQL_MCP MCP server for MSSQL with dynamic per-request connection args (read-only by default) | 2 | Codex, OpenCode | 1 | 673 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 |
| 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 |
| decoy-run/decoy-redteam npmjs.com Autonomous red team for MCP servers. Sends adversarial payloads to your tools, proves expl | 2 | Codex, OpenCode | 1 | 1,499 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 |
| unison-labs-ai/backchannel unisonlabs.ai Async messaging for AI coding agents — any harness, any machine. Your agents are talking b | 2 | Codex, OpenCode | 1 | 612 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 |
| gaarutyunov/quartr-mcp Quartr API MCP Server | 2 | GitHub Copilot | 1 | 330 tok |