How real projects configure their agents

22,170 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
devoncarew/flutter-slipstream Live Flutter app introspection for coding agents. 5 Claude Code, Codex, OpenCode 3 415 tok
punt-labs/z-spec Creates, validates, and animates Z (and B) specifications from source and generates code f 5 Claude Code, Codex, OpenCode 3 4,648 tok
ryne2010/harness-engineering-audit Codex skill for evidence-linked repository harness audits, scored assessments, and priorit 5 Codex, OpenCode 1 288 tok
talesofai/okp cohub.live The context layer for AI agents — open, structured, searchable knowledge protocol (Domain 5 Codex, OpenCode 1 1,386 tok
Nitmi/baud-cli pypi.org Agent-friendly serial diagnostics and guarded hardware workflows 5 Codex, OpenCode 1 100 tok
nobrainer-tech/nobrainer-tech-skills nobrainer.tech Portable agentic workflows for guarded autonomy, visible sessions, SDD, decisions, RCA, ev 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,743 tok
stefanoskarakasis/Product-Marketing-Skills stefanoskarakasis.substack.com PMM Skills Marketplace: 30+ agentic skills, commands, and plugins— from growth experiments 5 Claude Code, Codex, OpenCode 2 1,719 tok
EthanM2025/game-design-lenses 100 game design lenses applied to your design artifacts via Claude Code or Codex. Auto-pic 5 Codex, OpenCode 1 1,103 tok
sergeyklay/.agents My personal, curated set of artifacts for AI coding agents 5 Claude Code, Codex, OpenCode 5 903 tok
ahgraber/skills Agent skills 5 Claude Code, Codex, OpenCode 3 2,158 tok
frankxai/awesome-hermes-agent-skills agentskills.io Web-first Hermes skills index and safety gate: find SKILL.md packs before you install them 5 Codex, OpenCode 1 296 tok
TGPSKI/catnip pate.sh Capture, analyze, visualize, and retain GitHub repo metrics locally with stdlib-only Pytho 5 Codex, OpenCode 1 2,342 tok
ZuiTiti/Zuiti-Desktop Rather than being the smartest assistant, it aims to be the one that best understands emot 5 Codex, OpenCode 1 2,083 tok
zebbern/pocmap zebbern.github.io MCP-native CVE, PoC & exploit discovery toolkit (Metasploit, Nuclei, GitHub & more) 5 Claude Code, Codex, OpenCode 2 4,679 tok
Miguell-J/mcp-one MCP-one is a central server that connects multiple independent MCP servers and exposes a u 5 Codex, OpenCode 1 193 tok
criblio/ultra-jira-mcp MCP server for Jira Cloud - Full API access for AI models 5 Claude Code, Codex, OpenCode 5 2,007 tok
hexxla/mosaic MCP server for agent memory over HexxlaDB—ring retrieval, embeddings + lexical search, sea 5 Claude Code, Codex, OpenCode 2 1,785 tok
sandraschi/ai-games-collection Web-based games collection with 100+ games and AI opponents 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 2,134 tok
bit2me-devs/bit2me-mcp mcp.bit2me.com Official MCP local server for Bit2Me digital assets platform 5 Codex, OpenCode 1 5,152 tok
bookedsolidtech/helixir npmjs.com MCP server that gives AI coding agents deep knowledge of any web component library — prope 5 Claude Code, Codex, OpenCode 35 1,572 tok
Bortlesboat/bitcoin-api Self-hostable Bitcoin fee intelligence API with optional MCP and x402 integrations. Former 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,843 tok
aetherwing-io/mish ohitsmish.com The LLM-native shell — five MCP tools for structured output, error diagnostics, and proces 5 Claude Code, Codex, OpenCode 2 1,715 tok
ANFAIA/ClimaSafe Early warning system for heat and cold risk. Predicts personalized thermal mortality risk 5 Claude Code, Codex, OpenCode 2 3,155 tok
ytvee-dev/webdev-agent-kit ytdev.me A cross-platform frontend kit for Codex, Claude Code, Cursor, OpenCode, etc. It helps AI c 5 Codex, OpenCode 1 1,414 tok
raultov/knot knot.kz High-performance Rust MCP server & CLI codebase indexer for AI agents. Unlocks deep codeba 5 Codex, OpenCode 1 5,828 tok
okforge/okforge-webui okforge.github.io LAN web UI + job runner for okforge knowledge bases: scanned PDF -> VLM OCR -> translated, 5 Codex, OpenCode 1 554 tok
tidyinfo/qmd A high-performance, private Markdown search engine with Hybrid Search (BM25 + Vector) and 5 Codex, OpenCode 1 1,522 tok
pblagoje/mcp-ollama-python pblagoje.github.io Ollama MCP Server, let's you chat with your local LLM running on your local OLLAMA server. 5 Claude Code, Codex, OpenCode 8 1,857 tok
Yinzhanqing/embodied-eval-automation A permission-aware Agent Skill for reproducible, auditable batch episode collection across 5 Codex, OpenCode 1 179 tok
senlindesign/coding-wrapped A local-first Coding Wrapped Skill for Claude Code and Codex. 5 Codex, OpenCode 1 315 tok
perhapsspy/project-legibility Keep long-running repository work coherent and easy to resume. 5 Codex, OpenCode 1 449 tok
colinwilliams91/gaitor-orchestrator-cli npmjs.com CLI for AIDDLC -- Scaffolded, parallelized, context aware agent runtime in seconds. 5 Codex, GitHub Copilot, OpenCode 6 4,548 tok
Amatofrancesco99/thoughtweave The SDD (+TDD) workflow for coding agents that adapts to your level - teaching when new, c 5 Claude Code, Codex, OpenCode 2 899 tok
YuriyEnshin/ConfluenceImportExport CLI and MCP server for two-way syncing Confluence Server / Data Center / Cloud pages with 5 Claude Code, Codex, OpenCode 4 1,065 tok
jcast90/relay Orchestrate coding agents across repos. Local-first, self-hosted, runs inside your existin 5 Claude Code, Codex, OpenCode 2 3,098 tok
YugantM/hvtracker hvtracker.net AI agent & MCP trust registry — independent, evidence-based trust scores for 1.3K+ open-so 5 Claude Code, Codex, OpenCode 2 16,698 tok
jiezeng2004-design/PatchWarden patchwarden-showcase-redesign.yistart.chatgpt.site Turn your ChatGPT conversations into safe, auditable local execution. PatchWarden lets you 5 Codex, OpenCode 1 539 tok
johnmikel/zeno-mobile-runner npmjs.com Deterministic mobile UI checks for AI coding agents. One Zig binary drives real iOS/Androi 5 Codex, OpenCode 1 1,068 tok
rodionlim/portfolio-manager-go Your own personal AI portfolio manager. Any OS. Any Platform. The penguin way. 🐧 5 Codex, GitHub Copilot, OpenCode 2 1,204 tok
sachinshelke/ToolsConnector toolsconnector.github.io Open-source Python library for 73 API connectors — Gmail, Slack, GitHub, Stripe, OpenAI, A 5 Claude Code, Codex, Cursor, OpenCode 11 1,364 tok
erraggy/oastools erraggy.github.io OpenAPI Specification (OAS) tools for validating, parsing, fixing, converting, diffing, jo 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 20 11,190 tok
jmerelnyc/paygate-402 Turn any API or MCP server into a paid service 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 657 tok
alefcarlos/mcpserver-auth-demo Protected MCP Server Sample using .NET Aspire and Keycloak 5 Claude Code, Codex, OpenCode 4 692 tok
klodr/faxdrop-mcp Send real faxes from any MCP-enabled AI assistant. Wraps the FaxDrop API (PDF/DOCX/JPG/PNG 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,359 tok
guodaxia103/tabrix MCP-native Chrome automation layer for AI assistants. Open source, community-driven, and p 5 Codex, OpenCode 1 5,263 tok
Knuckles-Team/container-manager-mcp Manage containers on docker, podman, compose, and docker swarm through an MCP Server for A 5 Claude Code, Codex, OpenCode 2 4,074 tok
fullstack-ai-infra/mem A portable, self-hosted memory plane for AI agents — one core across API, MCP, CLI, and UI 5 Codex, OpenCode 1 426 tok
tta-lab/organon Structure-aware tools for AI agents. Tree-sitter code editing, web page navigation, search 5 Codex, OpenCode 1 1,892 tok
sunnydev07/test-remote-mcp-server marvellous-mcp.fastmcp.app A test mcp server , you can connect this mcp to claude-desktop using this link below: 5 Codex, OpenCode 1 885 tok
SS-360/materialpilot Native, local-first MCP bridge for safe, editable procedural materials in Material Maker 1 5 Codex, OpenCode 1 340 tok