44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971
All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| joinarun/accesspilot Agentic accessibility auditing and repair for web applications | 12 | Codex, OpenCode | 1 | 787 tok |
| lexlapax/allbert-assist Allbert Assist is a local-first assistant runtime for long-running personal work built in | 12 | Claude Code, Codex, OpenCode | 6 | 3,355 tok |
| YetheSamartaka-Foxy/Foxy Foxy | 12 | Claude Code, Codex, OpenCode | 4 | 5,147 tok |
| ItsAhadun/maCat Personal wardrobe catalogue for Android — swipe through your clothes, shoes and jewellery | 12 | Claude Code | 1 | 1,765 tok |
| keithligh/cinematic-3d-battle-engine A self-playing 3D battle-documentary engine: render any historical or fictional battle on | 12 | Codex, OpenCode | 1 | 3,394 tok |
| NextWeb4/NextWeb4.github.io nextweb4.github.io Validated public runtime for the NextWeb4 root GitHub Pages site. | 12 | Codex, OpenCode | 1 | 1,513 tok |
| blopa/musclog-app musclog.app Free, open-source, offline-first workout and nutrition tracker for Android, iOS and web. N | 12 | Claude Code, Codex, GitHub Copilot | 49 | 22 tok |
| erix/autoresearch-trading Autoresearch-style AI agent loop for trading strategy optimization (SPY + VIX backtest) | 12 | Claude Code | 1 | 614 tok |
| G-Core/gcore-mcp-server gcore.com Gcore official MCP server | 12 | Claude Code | 1 | — |
| xuhongxu96/instcombine-instrumentor xuhongxu.com Instrument LLVM InstCombine pass to record every new instruction and every RAUW replacemen | 12 | Claude Code | 1 | 8,486 tok |
| devapro/n-dashboard devapro.github.io A self-hosted dashboard where every widget is a TypeScript function on disk — the server r | 12 | Claude Code | 2 | 2,871 tok |
| bradduy/wiki-knowledge-compiler Wiki Knowledge Compiler: Turn your documents into a personal LLM knowledge base | 12 | Claude Code | 10 | 1,688 tok |
| sarviinageelen/polymarket-sports-analysis Analytics for Polymarket sports prediction markets. Tracks P&L, generates leaderboards, an | 12 | Claude Code | 1 | 1,782 tok |
| dorianspitz23/booksum Local-first book summariser: AI summaries, narrated audio, quizzes and spaced-repetition r | 12 | Claude Code | 1 | 1,953 tok |
| samagra14/mediagateway The unified interface for video generation models | 12 | Claude Code | 1 | 2,210 tok |
| liuchunyi-buaa/Engnieering_Calculative_Methods Code, lecture materials, and knowledge-point summaries related to the Beihang University R | 12 | Claude Code | 1 | 932 tok |
| Ecro/embedeval LLM benchmark for embedded firmware development | 12 | Claude Code | 8 | 5,344 tok |
| jin38324/oci-documentation-mcp-server Model Context Protocol (MCP) server for OCI Documentation | 12 | Codex, OpenCode | 1 | 1,526 tok |
| distantorigin/mcp-telnet An MCP server for telnet, allowing Claude and other LLMs to interact with text-based inter | 12 | Claude Code | 1 | 719 tok |
| itzcull/mochi-mcp An MCP server for https://mochi.cards/ | 12 | Claude Code | 1 | 700 tok |
| 0xhubed/mcp-ms-sql-server A configurable Model Context Protocol (MCP) server for Microsoft SQL Server integration wi | 12 | Claude Code | 1 | 1,294 tok |
| open-pgx/openpgx openpgx.ai The open standard for AI-readable pharmacogenomics. MCP Server for personalized drug-gene | 12 | Cursor | 1 | — |
| tha23rd/recaf-mcp MCP server plugin for Recaf — enabling AI agents to perform Java reverse engineering | 12 | Claude Code, Codex, OpenCode | 2 | 1,137 tok |
| eyalzh/context-kit A CLI tool and MCP client, used to create spec files for AI coding agents with context bak | 12 | Claude Code | 1 | 849 tok |
| nik-kale/sre-skills A collection of Site Reliability Engineering (SRE) and Platform Engineering skills for AI | 12 | Codex, OpenCode | 1 | 208 tok |
| QYmag1c/ida-pro-mcp-multi | 12 | Claude Code | 1 | 2,766 tok |
| kensou24/evernote-mcp | 12 | Claude Code, Codex, OpenCode | 2 | 1,743 tok |
| HaseebKhalid1507/VelociRAG pypi.org Lightning-fast RAG for AI agents. ONNX-powered, 4-layer fusion, MCP server. No PyTorch. | 12 | Codex, OpenCode | 1 | 2,908 tok |
| PatrickKoss/docsearch-mcp ripgrep for docs but via MCP | 12 | Claude Code | 1 | 3,445 tok |
| dstars-oss/dbgx-mcp WinDbg extension DLL written in C++ that exposes an MCP-compatible HTTP endpoint. | 12 | Claude Code, Codex | 11 | 795 tok |
| clavia-labs/mcp-to-cli | 12 | Claude Code | 1 | 770 tok |
| lukagray-dev/Operon Autonomous agent platform with a Rust-native harness, permission-scoped remote access, and | 12 | Codex, OpenCode | 1 | 537 tok |
| nanotaboada/Dotnet.Samples.AspNetCore.WebApi 🧪 Proof of Concept for a Web API built with C# / .NET 10 (LTS) and ASP.NET Core | 12 | Claude Code | 9 | 2,033 tok |
| claude-world/skills-optimizer Compress Claude Code agents & skills with semantic verification — 6:1 compression, 100% se | 12 | Claude Code | 1 | — |
| bawbel/scanner bawbel.io Open-source CLI scanner for agentic AI components such as skills, MCP servers, system prom | 12 | Claude Code | 1 | 5,253 tok |
| mblua/AgentsCommander agentscommander.org Stop letting your experience disappear between sessions. Build your own coding-agent ecosy | 12 | Claude Code | 3 | — |
| outreachmagic/outreachmagic outreachmagic.io Open source GTM intelligence for AI agents | 12 | Codex, OpenCode | 1 | 1,083 tok |
| Medamine-Bahassou/TerminalVibe cmux alternative for linux & windows | 12 | Claude Code | 1 | 2,227 tok |
| aibtcdev/aibtc-mcp-server Bitcoin-native MCP server for AI agents: BTC/STX wallets, DeFi yield, sBTC peg, NFTs, and | 12 | Claude Code | 1 | 7,119 tok |
| GerardoRdz96/deepfork Don't fork the code. Fork the design. An agent skill that reverse-engineers any open-sourc | 12 | Claude Code | 1 | 1,083 tok |
| heurist-network/heurist-finance finance.heurist.ai Agent-native financial workbench with any coding agent | 12 | Claude Code, Codex, OpenCode | 28 | 3,240 tok |
| sandeep84397/agent-brain Persistent decision memory for AI coding agents. MCP server for Claude Code, Cursor, Cline | 12 | Codex, OpenCode | 1 | 434 tok |
| atc-net/atc-claude-kanban Real-time Kanban dashboard for monitoring Claude Code agent tasks, sessions, and subagents | 12 | Claude Code | 1 | 6,248 tok |
| sfrangulov/skill-graveyard sfrangulov.github.io Audit which Claude Code skills you actually use — surface dead installs and hallucinated i | 12 | Claude Code, Codex, OpenCode | 5 | 4,020 tok |
| victorzhong0110/skill-evolution pypi.org Evolve AI agent skills through iterative meta-skill-driven optimization. Inspired by Skill | 12 | Claude Code | 1 | 210 tok |
| technicalpickles/pickled-claude-plugins Personal collection of Claude Code skills for development workflows | 12 | Claude Code | 2 | 2,633 tok |
| dushaobindoudou/ovo Open-source proactive AI desktop assistant for macOS. Watches your screen, suggests next s | 12 | Claude Code, Codex, OpenCode | 2 | 1,559 tok |
| namphuongtran/awesome-ai-coding-agent-tools A curated list of tools, libraries, MCP servers, and frameworks that power AI coding agent | 12 | Claude Code | 1 | 1,165 tok |
| weklund/fiduciary A personal financial advisor that runs locally. Plaid CLI + SQLite + Claude Code skills. F | 12 | Claude Code | 2 | 1,986 tok |
| Mapika/nice-figures Soft-pastel, research-blog-style matplotlib figures as an installable Claude Code plugin. | 12 | Codex, OpenCode | 1 | 837 tok |