How real projects configure their agents

23,222 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
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
thereal-baitjet/santos-audit-api santosautomation.com Scores any public URL on whether AI agents can discover, understand, call, and trust it. M 1 Claude Code, Codex 2
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
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
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
niclejeune/pi-agents-config Sanitized pi agents workflow config with repotrace-first code intelligence 1 Claude Code, Codex 48
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
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
Tamaz-sujashvili/senior-code-mcp MCP server giving coding agents semantic + structural search over your codebase, so they r 1 Codex, OpenCode 1 852 tok
Okam-AS/deckhand MCP server on a Mac that boots iOS simulators & Android emulators for any branch/PR and re 1 Claude Code, Codex, OpenCode 6 7,146 tok
coelhobugado/antigravity-browser-bridge Beta native Chrome and MCP bridge for Antigravity agents, built on Vercel agent-browser 1 Codex, OpenCode 1 2,259 tok
josephmcgarvey/runcloud-mcp-server An MCP server to interface with your Runcloud managed servers. 1 Claude Code, Codex, OpenCode 5 3,848 tok
xiaojiou176-open/fileman xiaojiou176-open.github.io Review-first local AI file organizer with dry-run apply, rollback, and agent-safe MCP. 1 Claude Code, Codex, OpenCode 2 1,954 tok
sandraschi/mastodon-mcp FastMCP Mastodon / ActivityPub client with SOTA webapp and a human-approved outbox for fle 1 Claude Code, Codex, OpenCode 2 505 tok
sandraschi/pdf-mcp FastMCP PDF intelligence: extract, manipulate, annotate, convert, validate, and LanceDB RA 1 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,765 tok
PyaePhyo-Win/mcp-note-app 1 Claude Code, Codex, OpenCode 11 1,363 tok
Dheerax/opencode_mcp 1 Codex, OpenCode 1 1,650 tok
Jonnyton/TinyAssets tinyassets.io TinyAssets is a global goals engine, host-run multiplayer daemon platform, and long-horizo 1 Claude Code, Codex, GitHub Copilot, OpenCode 29 4,695 tok
matuteiglesias/matias-context-mcp Read-only MCP gateway for governed context documents and producer manifests. 1 Codex, OpenCode 1 1,366 tok
xwamt/at-series-mcp-hub 1 Codex, OpenCode 1 4,931 tok
duckling1169/valorant-mcp valorant-mcp.vercel.app 1 Claude Code, Codex, OpenCode 2 460 tok
Inferno-Aditya/antigravity-mcp A powerful Model Context Protocol (MCP) server bridging the Google Antigravity SDK to ena 1 Claude Code, Codex 1
xenitV1/browseweave Secure local browser bridge and MCP server for AI clients 1 Codex, OpenCode 1 1,887 tok
oyusypenko/rob-mcp MCP server + x402-paid API for Robinhood Chain tokenized stocks — agent-callable premium/d 1 Claude Code, Codex, OpenCode 12 6,813 tok
natureco-official/verdandi natureco.me Task-context compiler for AI coding agents — TypeScript AST retrieval, bounded source slic 1 Codex, OpenCode 1 2,042 tok
lgh112/ppt-design-mcp 1 Codex, OpenCode 1 353 tok
keta1930/icml2026-mcp keta1930.github.io MCP server for session-aware hybrid search over 6,341 ICML 2026 papers 1 Claude Code, Codex, OpenCode 2 977 tok
VedSoni-dev/primer An open learner record + MCP server. The memory layer for AI tutoring. 1 Claude Code, Codex, OpenCode 2 6,981 tok