How real projects configure their agents

22,198 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721

All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81

Project Stars Configures Files Always loaded
vypdev/homeassistant-gateway Secure Home Assistant-native MCP gateway with observer/operator profiles, credential manag 2 Codex, OpenCode 1 654 tok
zai-one/grok-build-mcp zai.one MCP bridge that hands the coding loop to Grok CLI and returns a verified receipt. Save Cla 2 Claude Code, Codex, OpenCode 3 8,527 tok
AndreaGriffiths11/machine-mcp Laptop-side MCP server so an AI agent can use the human's own machine. 2 Codex, OpenCode 1 531 tok
joemclo/property-prices-mcp UK Property Price Search MCP Server 2 Codex, OpenCode 1 716 tok
supernovae-st/nika-plugins docs.nika.sh One Add teaches your agent Nika: skills, commands, hooks, an MCP oracle. 2 Codex, OpenCode 1 1,195 tok
msinclair25/mdevolved mdevolved.com Durable, owner-controlled project memory for humans and AI agents across tools and compute 2 Codex, OpenCode 1 4,542 tok
fo0/clawstash AI-optimized stash storage — dynamic RAG for agents. Store, search, and retrieve docs, cod 1 Claude Code, Codex, OpenCode 25 5,323 tok
ormastes/simple 1 Claude Code, Codex, Gemini CLI, OpenCode 84 11,207 tok
jyswee/oddsockets oddsockets.ai Agent-first CLI for OddSockets real-time messaging. As simple as git. 1 Codex, OpenCode 1 649 tok
astafford8488/agentaegis-mcp MCP server for cybersecurity operations — compliance, vuln scans, code security, threat in 1 Codex, OpenCode 1 2,212 tok
sandovalrr/project-context 1 Codex, OpenCode 1 143 tok
jasoft/ursoft-skills My personal Codex skills collection (ursoft-skills) 1 Codex, OpenCode 1 612 tok
BuyWhere/buywhere BuyWhere agent-native product catalog API 1 Codex, OpenCode 1 1,103 tok
LinVireo/browsertap-mcp Real-browser MCP server with a resilient Chrome CDP bridge, background input, dialogs, cap 1 Codex, OpenCode 1 1,167 tok
nolindnaidoo/colors-le letools.dev Extract every color in a codebase, and say which ones are not in your palette 1 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 8,235 tok
bridgenode-ai/bridgenode-skill bridgenode.cc BridgeNode — x402 pay-per-request AI inference. Agent skill and buyer-side examples for AI 1 Codex, OpenCode 1 758 tok
paarangat/finzo Local-first personal finance tracking, powered by the AI subscription you already have. Yo 1 Claude Code, Codex, OpenCode 2 159 tok
Federico-Anastasi/DYLA-ai Develop Your Local Assistant — a local-first AI workspace that turns project work into val 1 Claude Code, Codex, OpenCode 14 5,113 tok
asolfre/plantuml-rendering-skill AI Agents skill that gives agents the capability to render PlantUML diagrams as images 1 Codex, OpenCode 1 1,019 tok
Bandersnatch0x/design-playbook Design I/O plugin for Claude Code & coding agents — declarations + contracts that make UI 1 Claude Code, Codex, OpenCode 2 1,466 tok
mislavjc/stoop stoop.run Instant static-site hosting on Cloudflare with a zero-setup realtime database, identity, a 1 Claude Code, Codex, OpenCode 2 1,124 tok
XJungit/omdp only my DSH plugins — monorepo of DeepSeek Harness plugin bundles 1 Codex, OpenCode 1 1,213 tok
Bubu89/full-page-pdf-snap provinglab.dev Save any webpage as one high-resolution PDF — also on Firefox for Android. Runs entirely o 1 Codex, OpenCode 1 3,543 tok
hexbee/dsh-skill-panel DSH plugin: manage agent skills in settings | DSH plugin: skills management panel in the s 1 Codex, OpenCode 1 600 tok
xiaohui5206/DSH-ReasoningEffort-Fix For DSH: fixing the inability to adjust thinking intensity when adding third-party APIs (D 1 Codex, OpenCode 1 276 tok
sodam-ai/SoDam-Harness-Eng A 'safety belt' Claude Code plugin for complete beginners — automatically blocks, backs up 1 Codex, OpenCode 1 610 tok
aj604/toolshed Personal Claude Code plugin marketplace. Currently publishes nothing: the doc-lifecycle pl 1 Claude Code, Codex, OpenCode 2 6,404 tok
sodam-ai/SoDam-Agentic-Eng Claude Code/Codex plugin for beginner vibe coders — plan first, easy review, safety blocki 1 Claude Code, Codex, OpenCode 2 1,404 tok
Talibabtou/website-shower Let your AI agent find the tasks hiding between ‘it works’ and ‘it’s clean’. 1 Codex, GitHub Copilot, OpenCode 2 532 tok
sodam-ai/SoDam-Prompt-Eng Korean writing skill collection for beginners new to AI + create your own skills — Claude 1 Claude Code, Codex, OpenCode 2 190 tok
tusharagg1/aifolimizer Local MCP server that turns Claude into a markets analyst over a live Wealthsimple portfol 1 Claude Code, Codex, OpenCode 32 3,834 tok
jiewaigongxing/dsh-jiey-browser DeepSeek Harness plugin: drive Jiey Browser over MCP 1 Codex, OpenCode 1 71 tok
rahmanef63/connectors One MCP server, several ways to register and ship it. A guide repo an AI agent reads befor 1 Claude Code, Codex, OpenCode 1 2,558 tok
astandrik/gravity-ai-ui gravity-ai.ydb-qdrant.tech AI interface generator that validates model output and renders trusted Gravity UI componen 1 Codex, OpenCode 1 586 tok
cetridr/cetridr Rule the deep — a single-window command center for DeepSeek Harness agents 1 Codex, OpenCode 1 922 tok
SparkElf/deepseek-harness-plus deepseek.com DeepSeek Harness Plus: timely fixes for upstream bugs, early features, practical extension 1 Claude Code, Codex, OpenCode 2 3,673 tok
rhishi99/hermes-model-auto-switch rhishi99.github.io Keeps a working coding model configured for Hermes Agent: FCM cross-provider routing + NVI 1 Codex, OpenCode 1 820 tok
jmenzies722/shua-labs shua-labs.vercel.app Tools for running AI agents in production — safe, observable, cheap to operate. 1 Claude Code, Codex, Cursor, OpenCode 16 471 tok
aboalrejal-ai/skills skills-jade-six.vercel.app modular AI skills for Claude Code, Cursor, Windsurf, Copilot & Gemini CLI — the largest op 1 Codex, OpenCode 1 75 tok
LyleMi/dsh-codex-app-server npmjs.com DeepSeek Harness AgentFactory provider for the official Codex App Server 1 Codex, OpenCode 1 684 tok
V-Songbird/slag A sandbox marketplace of plugin experiments. 1 Claude Code, Codex, OpenCode 3 130 tok
yangtuooc/awesome-agents-md 8 AGENTS.md rules forged from ~60B tokens by a Vercel Next.js team engineer (Marcos Hernan 1 Codex, OpenCode 1 217 tok
agoodkind/tack Node based PM anything tool 1 Claude Code, Codex, OpenCode 2 4,316 tok
chipi/agentic-ai-homelab How I work with agentic AI: personal patterns, homelab infra (vLLM, Ollama, Grafana Alloy, 1 Claude Code, Codex, OpenCode 2 856 tok
vignesh2027/AI-AGENT-SKILLS Turn your ai agent into senior engineer..The result is fast code that fails slowly. AI Ag 1 Claude Code, Codex, OpenCode 2 1,150 tok
Simidas/dsh-compat dshstack.online Inspect and compile Claude Code and Codex plugins into auditable DeepSeek Harness bundles. 1 Codex, OpenCode 1 456 tok
wulusai2333/mimo-vision DeepSeek Harness (DSH) native plugin — describe_image tool: a vision bridge (image → mimo- 1 Codex, OpenCode 1 1,454 tok
dataelement/dsh-plugin-coaligne coaligne.com CoAligne for DeepSeek Harness: shared team project context over MCP, plus the coaligne-wor 1 Codex, OpenCode 8 278 tok
afriemann/md-mcp 1 Claude Code, OpenCode 10
zach-source/claude-mailbox MCP mailbox for cross-talk between concurrent Claude Code sessions — beads-backed presence 1 Claude Code, Codex, OpenCode 5 2,152 tok