How real projects configure their agents

23,733 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
yaooqinn/spark-history-cli CLI tool for querying Apache Spark History Server REST API 30 Codex, OpenCode 1 707 tok
miniLV/Plexus minilv.github.io One-click setup for MCP servers, skills, and rules across AI coding agents, including Clau 30 Claude Code, Codex, OpenCode 2 9,480 tok
ThinkyMiner/codeTree code-tree-website.vercel.app MCP server with 23 tools for structured code understanding via tree-sitter. 10 languages. 30 Claude Code, Codex, OpenCode 2 12,779 tok
NotNull92/hera-agent-unity Low-token CLI for AI agents to control a live Unity Editor. 30 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 26,384 tok
nrwl/nx-ai-agents-config 30 Claude Code, Codex, OpenCode 3 1,285 tok
nirholas/boosty Boosty MCP servers for DeFi - Volume generation, trading, and wallet management 30 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 670 tok
iam-epiphany/resume-agent A personal resume RAG Q&A Agent for interviewer–candidate scenarios: puts resumes, certifi 30 Codex, OpenCode 1 464 tok
AlanHuang168/AI-Project-Workflow npmjs.com A general AI-native software delivery workflow for Cursor, Claude Code, Codex, Qoder, Code 30 Claude Code, Codex, OpenCode 2 376 tok
robert7/remnote-mcp-server MCP server and CLI for connecting AI agents, OpenClaw/Hermes workflows, local automation, 30 Claude Code, Codex, Gemini CLI, OpenCode 3 2,152 tok
Fearvox/multica-ultimate-workbench Public multi-agent workbench skill pack for SDD, review gates, context discipline, VM lane 30 Claude Code, Codex, GitHub Copilot, OpenCode 3 11,867 tok
EtanHey/cmuxlayer cmuxlayer.etanheyman.com 10 public MCP tools for controlling cmux workspaces and managing Claude, Codex, Gemini, Ki 30 Claude Code, Codex, OpenCode 2 1,163 tok
helius-labs/core-ai Official Helius AI tooling repository 30 Claude Code, Codex, OpenCode 2 4,565 tok
Zevenue/headless-gtm zevenue.com Headless GTM: the full outbound chain as Claude Code and Codex skills on raw vendor APIs. 30 Claude Code, Codex, OpenCode 2 488 tok
LeandroPG19/Memorys registry.modelcontextprotocol.io Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian lear 30 Codex, OpenCode 1 1,390 tok
IgorGanapolsky/ThumbGate thumbgate.ai ThumbGate Pre-Action Checks self-improve from ranked lessons and repeated failures, hard-b 30 Claude Code, Codex, Gemini CLI, OpenCode 76 13,851 tok
RohiRIK/OpenLtm Long-Term Memory plugin for Claude Code — semantic search, context injection, session lear 30 Claude Code, Codex, OpenCode 2 1,717 tok
encoredev/skills encore.dev Agent Skills for development with Encore. 30 Claude Code, Codex, OpenCode 2 3,134 tok
Walvez/dsh-codex-sync npmjs.com The ultimate 2-way bridge between OpenAI Codex and DSH: bidirectional chat sync, live Skil 30 Codex, OpenCode 1 666 tok
Ekioo/KittyClaw kittyclaw.dev A kanban board for managing projects with tickets, columns, labels, and activity tracking 30 Claude Code, Codex, OpenCode 2 1,212 tok
yung13yubabie/line-summary An MCP server for using Claude Code on Windows to read local LINE desktop chat records and 30 Claude Code, Codex, OpenCode 2 488 tok
Fortemi/fortemi Self-hosted AI knowledge base with hybrid semantic search (pgvector + FTS + RRF), MCP serv 30 Claude Code, Codex, OpenCode 2 8,395 tok
lxsolutions/studio-foundation lxsolutions.github.io AI-native, source-available (PolyForm Perimeter) game-dev toolkit: bforge — deterministic 30 Claude Code, Codex, OpenCode 2 944 tok
crazymsn/academic-scholar-skills nav.meding.site Shendu Yunchuang Technology focuses on developing AI Agents and AI applications to assist 30 Claude Code, Codex, OpenCode 12 397 tok
beihaizzz/labmate.skill A skill that helps university students write lab reports 30 Codex, OpenCode 1 2,687 tok
BuildrAI/Buildr Buildr is the work infrastructure for Agents. It turns the facts and methods of individual 30 Codex, OpenCode 1 1,551 tok
badbread/crumbvms crumbvms.com A self-hosted, operator-grade NVR for your own security cameras: recording, motion, licens 30 Claude Code, Codex, OpenCode 2 2,451 tok
knaisoma/data-olympus Governance-grade, OKF-compatible knowledge-base format with a single-writer MCP server and 30 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,874 tok
skynetcmd/m3-memory Local-first memory backend for AI agents · 99.2% LongMemEval-S retrieval @ k=8 · Supports 30 Claude Code, Codex, Gemini CLI, OpenCode 4 3,266 tok
xiaozhejiya/error_correction 30 Codex, OpenCode 1 445 tok
dimitar-grigorov/mcp-file-tools MCP server for file operations on non-UTF-8 text: detects the encoding from the bytes, han 30 Claude Code, Codex, OpenCode 2 710 tok
dmux/OpenArchFlow openarchflow.cloud OpenArchFlow is an open-source Progressive Web App designed for cloud architects, DevOps e 30 Claude Code, Codex, OpenCode 2 159 tok
Sistema2D/FrameCode-VibeWork Document framework for AI-assisted development (vibe coding), with governance, traceabilit 30 Codex, Cursor, OpenCode, Windsurf 3 1,621 tok
sardorml/tailit tailit.xyz resume tailor 30 Claude Code, Codex, OpenCode 2 2,058 tok
zitadel/nextgen preview.zitadel.com A Zitadel Preview 30 Codex, GitHub Copilot, Cursor, OpenCode 9 5,058 tok
trailofbits/codex-config 30 Codex, OpenCode 8 1,932 tok
jamie950315/pplx-proxy Reverse proxy for Perplexity.ai — OpenAI-compatible API + MCP server using your Pro subscr 30 Codex, OpenCode 1 6,191 tok
mrconter1/vibemathed vibemathed.com Community-curated record of math problems solved by AI - significance rankings, verificati 30 Claude Code, Codex, OpenCode 2 159 tok
joe-qai/qa-skills A toolkit focused on software testing, providing requirements analysis, test planning, and 30 Claude Code, Codex, OpenCode 2 4,238 tok
quangdang46/openproxy Smart AI proxy router that connects Claude Code, Cursor, Codex, Copilot, and 50+ coding to 30 Claude Code, Codex, OpenCode 15 1,905 tok
AgriciDaniel/sync Evidence-gated Claude and Codex council orchestration. 30 Claude Code, Codex, Gemini CLI, OpenCode 3 475 tok
ggg123124/vrchat-assistant Self-hosted VRChat friend activity monitor - real-time WebSocket tracking of friends' onli 30 Codex, OpenCode 1 11,876 tok
CanglongCl/dsh-web-review A web preview and element annotation plugin for the DeepSeek Harness Web GUI, enabling AI 30 Claude Code, Codex, OpenCode 2 10,046 tok
thalesholleben/copy-thief thalesgomes.com Skill do Claude para escrever copy de alta conversao (landing pages, advertoriais, VSL) pa 30 Claude Code, Codex, GitHub Copilot, OpenCode 3 716 tok
russeell/jobfindsme A local-first AI job-hunting MCP Server: search BOSS Zhipin, Liepin, Zhaopin, and 51job wi 30 Codex, OpenCode 1 432 tok
PerryLink/dsh-checkpoint-rewind npmjs.com Claude Code /rewind for DeepSeek Harness — git-first workspace snapshots before every muta 30 Codex, OpenCode 1 2,661 tok
WhiteTowerAI/cut-as-code Open-source agentic video editing skills — an AI-powered alternative to Opus Clip and CapC 30 Claude Code, Codex, OpenCode 2 7,086 tok
121103qwq/DSH-Launcher A DeepSeek Harness launcher and ecosystem manager for Windows x64. 30 Claude Code, Codex, OpenCode 2 2,494 tok
tokuhirom/mutsu tokuhirom.github.io 30 Claude Code, Codex, OpenCode 21 11,560 tok
Joakimpalm-Zen/xyntetik-runner xyntetik.com Local inference you can prove. A single-binary GGUF engine in C: serves, scores, and train 30 Codex, OpenCode 1 1,630 tok
vehiclesdb/vehiclesdb vehiclesdb.com Open vehicle data: 19,282 models, 933 makes, 6 kinds (cars, motorcycles, mopeds, vans, tru 30 Codex, OpenCode 1 2,304 tok