How real projects configure their agents

32,552 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
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
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
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
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
QYmag1c/ida-pro-mcp-multi 12 Claude Code 1 2,766 tok
kensou24/evernote-mcp 12 Claude Code, Codex, OpenCode 2 1,743 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
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 —
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 7,318 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
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
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
vicmaster/coide Electron desktop GUI for Claude Code CLI 12 Claude Code 3 —
sudoitir/claudecode4j Java integration for Claude Code CLI. Features Virtual Thread execution, Spring Boot auto- 12 Claude Code 1 1,651 tok
dynobox/dynobox dynobox.xyz Cross-harness testing framework for agent skills and workflows 12 Claude Code, Codex, OpenCode 2 333 tok
lockstep-team-agent/lockstep getlockstep.dev Your team's decisions, briefed to every Claude Code session before it writes code. 12 Claude Code 4 —
microsoft/copilot-brag-sheet Auto-track every Copilot CLI coding session into a structured work impact log. Zero deps, 12 Claude Code, Codex, OpenCode 1 10,000 tok
RewritingTheCode/workshop A one-page personal portfolio you build in 90 minutes with Claude Code. RTC workshop start 12 Claude Code 2 842 tok
wirux/mcp-markdown-vault npmjs.com Headless semantic MCP server for Obsidian, Logseq, Dendron & any markdown vault. AST-based 12 Claude Code 1 2,121 tok
YunyueLi/greenroom greenroom.ungetsu.net Seven agent skills for interview preparation, a 27-role knowledge base, and an open Markdo 12 Claude Code, Codex, OpenCode 2 1,146 tok
a-tokyo/agent-skills-harness agent-skills-harness.ahmedtokyo.com A factory for building production-grade agent skills — benchmarked against gold standards, 12 Claude Code, Codex, OpenCode 2 1,925 tok
taoq-ai/ziran taoq-ai.github.io ZIRAN is an open-source security testing framework for AI agents. It discovers dangerous t 12 Claude Code 1 5,788 tok
adityasasidhar/browsercontrol adityasasidhar.github.io a vision first broswer tool 12 Claude Code, Codex, OpenCode 2 2,204 tok
drolosoft/go-docs-mcp drolosoft.com 📄🐹⚡ Go MCP server that lets your AI read documents: PDF, DOCX, XLSX, PPTX, ODT, EPUB, HT 12 Claude Code 1 1,621 tok
lucaperret/tidal-cli tidal-cli.lucaperret.ch Control Tidal from your terminal — search, playlists, playback, library, and recommendatio 12 Claude Code 1 1,456 tok
major7apps/tiingo-mcp crates.io Tiingo MCP server in Rust with 38 tools for stock market data, forex, crypto, financial ne 12 Claude Code, Codex, OpenCode 2 786 tok