How real projects configure their agents

23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
trilitech/octez-manager 5 Claude Code, Codex, OpenCode 14 4,662 tok
antosubash/SimpleModule app.simplemodule.dev 5 Claude Code, Codex, OpenCode 15 4,172 tok
upstars-global/cardona-core-service 5 Claude Code, Codex 23 1,084 tok
0xSoftBoi/suwappubot suwappu.bot Cross-chain DEX infrastructure for humans and AI agents — swap tokens across 14 chains via 4 Claude Code, Codex, OpenCode 41 5,802 tok
Pattyboi101/indiestack indiestack.ai Dependency guardrail for AI coding agents — validates packages, catches hallucinations, 6, 4 Claude Code, Codex, OpenCode 14 1,614 tok
jovandyaz/knowtis-app knowtis.app Collaborative notes with an AI that reads, edits, and studies alongside you. 4 Claude Code, Codex 17 3,867 tok
cockroachdb/claude-plugin CockroachDB development plugin for Claude 4 Claude Code, Codex, OpenCode 2 599 tok
VantaInc/vanta-mcp-plugin Official Vanta plugin for Claude Code 4 Claude Code, Codex, OpenCode 1 294 tok
me9rez/llm-vision-mcp Give text models eyes: an MCP Server that uses OpenAI-compatible vision models (Tongyi Qia 4 Codex, OpenCode 1 566 tok
marc-shade/agentic-system-oss Open Source 24/7 Autonomous Agentic AI System 4 Claude Code, Codex, Gemini CLI, OpenCode 4 9,448 tok
V-Songbird/foundry ⚒️ Three Claude Code plugins: foreman keeps the plan, hush cuts the chatter, razor stops t 4 Claude Code, Codex, OpenCode 3 940 tok
cyanseek/dsh-native-playbook Task-aware native capability manager for DeepSeek Harness — use, prepare, and verify built 4 Codex, OpenCode 1 919 tok
kairoz9/dsh-mcp-admin dsh plugin for MCP status inspection and server management | dsh's MCP status viewing and 4 Claude Code, Codex, OpenCode 2 1,160 tok
wallidsaydi-creator/HOM-AIMOS hom.autos Agent-security system built on cryptographically auditable persistent memory, native retri 4 Codex, OpenCode 1 231 tok
monotykamary/dsh-factory npmjs.com Durable dependency-graph task factory for DeepSeek Harness: recurring Agent work, safe che 4 Codex, OpenCode 1 336 tok
nikitaCodeSave/claude-code-harness Claude Code harness kit — designs, bootstraps, audits, and extends a project's .claude/ + 4 Claude Code, Codex, OpenCode 2 1,349 tok
AntoineToussaint/lazybox A reactive PR inbox in your terminal — events flow to you, each task a session with an emb 4 Claude Code, Codex, OpenCode 2 17,864 tok
xiaoshiyilangzhao1996-droid/yinyo-writer Hidden Radiance Writing Constitution — WeChat Official Account article writing Skill 4 Codex, OpenCode 1 642 tok
sharwell/ha-chandler-legacy-view Home Assistant integration for Bluetooth-connected water system valves 4 Codex, OpenCode 1 267 tok
FoxsterDev/ai-research-hub foxsterdev.github.io Public AI operating layer for repo-attached engineering workflows, built around XUUnity. 4 Codex, OpenCode 1 275 tok
kevyder/constitution_chat constitucion91.kevyder.dev A Streamlit RAG chat over the "Constitución Política de Colombia de 1991." 4 Claude Code, Codex, OpenCode 16 1,523 tok
The-Little-AI-Company/open-work-relay the-little-ai-company.github.io Free/open handoff protocol for moving work across AI agents, queues, and people. 4 Codex, OpenCode 1 945 tok
tuanductran/nextdns-skills Comprehensive AI agent skills for NextDNS management, covering API integration, CLI operat 4 Claude Code, Codex, OpenCode 2 6,996 tok
sky-unicorn/dsh-enhanced-plugins DeepSeek Harness (DSH) all-in-one enhancement suite, built on public plugin extension poin 4 Codex, OpenCode 1 3,872 tok
Createya-ai/Createya-mcp Createya MCP & API — 100+ AI models (FLUX, Kling, Runway, Sora 2, Veo 3.1, Suno, Midjourne 4 Codex, OpenCode 1 1,597 tok
ExposureGuard/haldir haldir.xyz The guardian layer for AI agents — identity, secrets, audit via MCP. Gate + Vault + Watch. 4 Codex, OpenCode 1 1,769 tok
Grinv/tmdb-mcp npmjs.com MCP server for The Movie Database (TMDB) with IMDb/Rotten Tomatoes/Metacritic ratings via 4 Claude Code, Codex, OpenCode 10 2,586 tok
unsoldgroup/mail-index unsoldgroup.github.io A local, agent-queryable mail intelligence layer — progressive mailbox index + MCP server 4 Codex, OpenCode 1 1,379 tok
Grinv/steam-games-mcp npmjs.com MCP server for Steam: keyless store/catalog data (deals, tags, SteamOS/Deck/Frame compat) 4 Claude Code, Codex, OpenCode 2 2,524 tok
smartdatabrokers/slideforge-mcp slideforge.dev MCP server for consulting-quality PowerPoint slides. Remote — no install required. 4 Claude Code, Codex, OpenCode 2 1,548 tok
animicaorg/all animica.org Animica — post-quantum (ML-DSA-65) proof-of-work Layer-1 blockchain by Alexander Lehman: P 4 Codex, GitHub Copilot, OpenCode 2 4,954 tok
AndyAnh174/vibe-hnindex hnindex.cloud 4 Claude Code, Codex, OpenCode 2 3,103 tok
Contentrain/ai ai.contentrain.io Repo-native content governance for AI agents. Extract, review, and deliver UI text, docs, 4 Claude Code, Codex, OpenCode 2 4,190 tok
Wolfe-Jam/rust-faf-mcp faf.one Persistent Project Context for Rust MCP clients — IANA-registered .faf format · Rust-nativ 4 Claude Code, Codex, OpenCode 2 2,567 tok
0spoon/seamless thereisnospoon.org Local-first shared memory and task coordination for AI coding agents. One Go binary, MCP s 4 Claude Code, Codex, OpenCode 2 9,665 tok
Aboudjem/sniff Point it at your running app. It walks your real user flows in a real browser and tells yo 4 Claude Code, Codex, OpenCode 2 3,217 tok
flytohub/flyto-indexer flyto2.com Shows what a code change can break before an AI edits, and checks the repo before it says 4 Claude Code, Codex, OpenCode 2 2,945 tok
DinanathDash/Envault envault.tech Auditable .env secret manager featuring aggressive CLI safeguards and GitHub JIT access. 4 Claude Code, Codex 3
kiranreddi/sentinel-dv Sentinel DV is an **open-source Model Context Protocol (MCP) server** that provides large 4 Claude Code, Codex 3
davidf9999/gx-mcp-server A Python server that exposes Great Expectations data quality tools to LLM agents via the M 4 Claude Code, Codex, Gemini CLI, OpenCode 3 1,420 tok
dawitlabs/capsule capsulectx.vercel.app Markdown context packs that help coding agents reduce repeated repository-discovery tokens 4 Claude Code, Codex, Cursor, OpenCode 3 225 tok
astandrik/local-ydb-toolkit local-ydb-toolkit.ydb-qdrant.tech Codex skill and MCP server for operating Docker-based local YDB deployments, locally or ov 4 Codex, OpenCode 1 2,200 tok
l-agence/agence l-agence.github.io Governance layer for AI coding agents — every action classified, gated, and cryptographica 4 Claude Code, Codex, Cursor, OpenCode 4 2,107 tok
go-ports/echovault Go port of echovault: Local-first memory for coding agents. Decisions, bugs, and context s 4 Claude Code, Codex, OpenCode 2 4,651 tok
kuzivaai/getregula getregula.com Local code-observable AI-governance indicators for EU AI Act, South Korea AI Basic Act and 4 Codex, OpenCode 1 915 tok
mpmcgowen/metricui metricui.com React component library for analytics dashboards — KPI cards, charts, tables, and more wit 4 Claude Code, Codex, OpenCode 2 79 tok
humanity4ai/project_human humanity4ai.github.io 9 humanity skills for AI agents — crisis detection, WCAG audits, empathy, cultural sensiti 4 Codex, GitHub Copilot, OpenCode 2 3,112 tok
j7an/nexus-mcp MCP server that lets AI models invoke CLI agents (Codex, Claude, OpenCode) as tools — with 4 Codex, OpenCode 1 1,449 tok
kanylbullen/xupersplit split.xuper.fun Accountless group expense splitter — share a link, everyone adds what they paid, settle up 4 Claude Code, Codex, OpenCode 2 79 tok
cyanheads/biorxiv-mcp-server npmjs.com Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or keyword — vi 4 Claude Code, Codex, OpenCode 2 12,064 tok