How real projects configure their agents

23,761 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
davidmosiah/withings-mcp wellness.delx.ai Unofficial local-first Withings MCP server for AI health, sleep and activity agents. 5 Codex, OpenCode 1 158 tok
amyodov/yet-another-agentic-chat pypi.org YAAC: yet-another-agentic-chat. Messaging between concurrent AI coding sessions, across cl 5 Claude Code, Codex, OpenCode 3 10,042 tok
derekslinz/meta-data-mcp linzalytics.com A meta-mcp (mmcp) server offering a window into the exciting world of open data sources by 5 Codex, OpenCode 1 1,623 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 5 Codex, OpenCode 1 2,200 tok
mpmcgowen/metricui metricui.com React component library for analytics dashboards — KPI cards, charts, tables, and more wit 5 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 5 Codex, GitHub Copilot, OpenCode 2 3,112 tok
ctxfile/ctxfile ctxfile.dev Local-first MCP server that snapshots your project's working state into one context object 5 Claude Code, Codex, OpenCode 2 3,648 tok
planetscale/mcp-server planetscale.com PlanetScale mcp-server tools 5 Claude Code, Codex, Cursor, OpenCode 3 10 tok
smaniches/alphafold-sovereign-mcp pypi.org BioMed MCP over AlphaFold DB + 8 public sources, with SQLite knowledge graph, offline mode 5 Codex, OpenCode 1 776 tok
yarrasys/kdbx Per-project secrets in local KeePassXC vaults, injected into commands without ever printin 5 Claude Code, Codex, OpenCode 2 3,246 tok
shaumik/PokeArena An MCP server that lets LLM agents play Pokémon battles. 5 Codex, OpenCode 1 5,449 tok
tinygodsdev/bitext-word-alignment 5 Claude Code, Codex, OpenCode 2 1,110 tok
yaver-io/yaver.io yaver.io 5 Claude Code, Codex, OpenCode 2 32,820 tok
arch3rPro/dsh-skills Generalized development-specification skills distilled from DeepSeek Harness's engineering 5 Claude Code, Codex, OpenCode 2 772 tok
s0fractal/warrant s0fractal.github.io Signed, hash-addressed decision records for AI agents, with reasons you can re-run 5 Codex, OpenCode 1 786 tok
toolbox-playground/super-claudio A curated Claude Code plugin with skills for anything Claude can do. 5 Claude Code, Codex, OpenCode 2 1,456 tok
aliasunder/agent-skills Agent skills for AI coding agents — trip planner, Obsidian vault, and more 5 Claude Code, Codex, OpenCode 2 805 tok
z29k/notabene z29k.github.io Leave notes in the margins of your repo's docs then let your AI agent apply them, resolve 5 Claude Code, Codex, OpenCode 2 12,056 tok
echennells/sparkbtcbot x.com Agent skill for Spark Bitcoin L2 wallet capabilities including L402 for AI agents 5 Claude Code, Codex, OpenCode 2 4,027 tok
gryszzz/Kaspa-Ai-Agent-Skill gryszzz.github.io Kaspa sovereign architect engine ; engineering skill for AI agents, with source-gated prot 5 Codex, OpenCode 1 753 tok
strale-io/strale strale.io New tools for your agent. No new accounts. One connection to a growing library of tools ag 5 Claude Code, Codex, OpenCode 7 29,160 tok
ManceRayder42/jarvis-os A memory hub and curated skill set for Claude Code — persistent memory that loads from any 5 Claude Code, Codex, OpenCode 1 439 tok
coroboros/agent-skills coroboros.com AI agent skills for Claude Code and compatible agents — workflow, coding, design, Claude C 5 Codex, OpenCode 1 511 tok
gustavo-meilus/superpipelines Loop Engineering for AI coding agents, with real review boundaries. Your AI reviewer canno 5 Claude Code, Codex, Gemini CLI, OpenCode 8 2,954 tok
mpbt-hq/starfleetctl multi agent coordination / command & control toolkit following the Startrek fleet metaphor 5 Codex, OpenCode 1 82 tok
cosgroveb/debian-packaging-agent-skill Debian packaging skill with comprehensive policy, debhelper, and language-specific knowled 5 Codex, OpenCode 1 206 tok
kaltura/kaltura-agents-api-guides kaltura.md Everything AI agents need to master the full Kaltura platform — The Agentic Digital Experi 5 Claude Code, Codex, OpenCode 5 8,819 tok
kelegele/oh-my-pm Oh-My-PM - Product Manager AI Agent Workflow System via Claude Code Skills 5 Claude Code, Codex, OpenCode 2 4,470 tok
augchan42/inkstone sixlines.online 硯台 — Claude Code skills for creative and design workflows. Ink painting prompts from class 5 Claude Code, Codex, OpenCode 2 4,012 tok
deanpeters/product-manager-antagonist-skills Structured dissent skills for product practitioners preparing for consequential decisions 5 Codex, OpenCode 1 7,613 tok
natnew/Awesome-Agentic-Engineering natnew.github.io A curated map of agentic AI systems — covering architectures, frameworks, memory, evaluati 5 Claude Code, Codex, GitHub Copilot, OpenCode 7 7,303 tok
initxy/ai-native Make any repo AI native — fewer skills, conventions over steps, so any agent can cold-star 5 Codex, OpenCode 1 330 tok
hesprs/synthkernel hesprs.github.io 🧩 A type-safe and composable architecture for modular monolith development in TypeScript. 5 Codex, OpenCode 1 137 tok
topprismdata/cultivating-ml-agent A self-improving ML agent that compounds capability across projects through knowledge crys 5 Codex, OpenCode 1 3,602 tok
netresearch/typo3-testing-skill Agent Skill for creating and managing TYPO3 extension tests | Claude Code compatible 5 Codex, OpenCode 1 939 tok
ddtcorex/maestro-skills Universal AI Agent Development Skills Hub & Cordis Plugin for Govard, Magento 2, Laravel. 5 Claude Code, Codex, OpenCode 2 5,723 tok
CSKishan/ame-skill Agent skills for VS Code, Google Antigravity, and Claude Code — spec-before-code interview 5 Codex, OpenCode 1 1,499 tok
TechSpokes/skill-base-template Skill template for AI agents 5 Codex, GitHub Copilot, OpenCode 4 1,892 tok
ethanolivertroy/drata-cli Unofficial generated CLI for Drata's public API, built from published OpenAPI specs and op 5 Claude Code, Codex, OpenCode 2 324 tok
jthingelstad/mb Micro.blog CLI and local MCP server built for agents: structured output, composable comman 5 Claude Code, Codex, OpenCode 2 3,550 tok
Blakeem/AI-Prompt-Guide-MCP aipromptguide.com Deprecated. MCP server and Claude Code plugin with task driven agent orchestration workflo 5 Claude Code, Codex, OpenCode 2 2,900 tok
Sdinzsh/PowerHou53 A self-improving, memory-bounded multi-agent AI architecture for OpenCode. Turn static pro 5 Codex, OpenCode 1 1,724 tok
e1024kb/wise-claude A Claude Code copilot: flat /wise-* slash commands, a workflow engine, and autonomous git 5 Claude Code, Codex, OpenCode 2 998 tok
hraness/atet atet.sh Local-first AI media generation and video editing toolkit for coding agents, with a Bun CL 5 Claude Code, Codex, OpenCode 2 3,215 tok
rafael-adcp/kraken One head, many tentacles — a task queue built on GitHub Issues where named agent workers ( 5 Claude Code, Codex, OpenCode 4 2,711 tok
markusbegerow/board-of-directors markus-begerow.de AI-powered Board of Directors for multi-perspective strategic decisions. 10 director arche 5 Claude Code, Codex, OpenCode 3 1,879 tok
AbdurRafay2004/handoff A memory and workflow plugin for Claude Code. Just markdown files, No server, no database, 5 Claude Code, Codex, OpenCode 2 2,465 tok
promptmetrics/hubspot-claude Claude Code plugin for HubSpot CRM admin. 44 sub-agents, 79 tools, every write gated behin 5 Claude Code, Codex, OpenCode 2 4,151 tok
EBISPOT/GrEBI HPC aggregation pipeline and API/MCP server for LLM-mediated biomedical data integration 5 Claude Code, Codex, OpenCode 2 701 tok
shawnmcrowley/n8n_workflows N8N Agentic Workflows - Workflow Automation using AI Agents, API's, and MCP 5 Codex, OpenCode 1 508 tok