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
Detective-XH/DocGraph Govern your documents like code. MCP server that indexes .md/.docx/.html/.pdf into a SQLit 8 Codex, OpenCode 1 1,698 tok
antruongnguyen/mcp-server-manager A Model Context Protocol Server Manager (MCPSM) that orchestrates the MCP servers, manage 8 Claude Code, Codex, Gemini CLI, OpenCode 3 2,829 tok
aplaceforallmystuff/mcp-threatintel MCP server for unified threat intelligence - AlienVault OTX, AbuseIPDB, GreyNoise, and abu 8 Claude Code, Codex, Gemini CLI, OpenCode 3 538 tok
hrshx3o5o6/brocogni npmjs.com semantic browser observation for AI agents via MCP, 100% local, zero telemetry 8 Codex, OpenCode 1 1,200 tok
danieljustus/symaira-eraseme symaira.com Automated data broker removal tool ⌫ close your accounts, erase your data. 8 Codex, OpenCode 1 2,574 tok
stepanov1975/hermes-local-knowledge Hermes Agent plugin for local knowledge search and artifact routing—find the right skill, 8 Codex, OpenCode 1 1,586 tok
JordanCoin/codingskills Coding principles for Claude Code and AI agents. KISS, DRY, SOLID, YAGNI, separation of co 8 Claude Code, Codex, OpenCode 2 893 tok
pendpost/pendpost pendpost.com The agent-first social media planner: an AI agent drafts and schedules posts across Instag 8 Codex, OpenCode 1 8,660 tok
jcucci/dotnet-sherlock-mcp MCP server that uses reflection to provide LLM's with knowledger about dotnet classes, the 8 Claude Code, Codex, OpenCode 2 2,997 tok
night4me/pfsense-mcp-server night4me.github.io A security-first MCP server for pfSense — READ-only today by design; WRITE is staged behin 8 Codex, OpenCode 1 2,371 tok
suryast/indonesia-civic-stack 🇮🇩 Production-ready Python SDK + MCP server for 14 Indonesian government data sources — 8 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,994 tok
zivtech/accessibility-skills zivtech.github.io Accessibility Skills (accessibility-skills): AI skills that plan, review, test, and audit 8 Claude Code, Codex, OpenCode 2 4,799 tok
pppop00/Equity-Research-Company Harnessed Equity Research Team for fundamental analysis reports. 8 Claude Code, Codex, OpenCode 3 4,536 tok
moonx010/hive-memory npmjs.com Cross-project memory for AI coding agents. MCP server that maintains context, decisions, a 8 Claude Code, Codex 5 2,134 tok
aryaminus/astro astro-api-a2rc.onrender.com Astrology MCP server & Agent Skill — birth charts, transits, synastry across Western, Vedi 8 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,589 tok
MetriLLM/metrillm metrillm.dev Benchmark local LLM models: speed, quality, and hardware fitness scoring. CLI, MCP server, 8 Claude Code, Codex, OpenCode 2 2,834 tok
vanducng/skills skills.vanducng.dev A daily-driver collection of skills for agentic coding - a portable, agent-agnostic catalo 8 Claude Code, Codex, OpenCode 2 974 tok
hermes-labs-ai/hermes-blind hermes-labs.ai Recovers the original goal of a long Claude Code or Codex session from its first user turn 8 Claude Code, Codex, OpenCode 2 348 tok
husker/a2acast Zero-infrastructure A2A messaging between AI agents on different machines — Claude, ChatGP 8 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,517 tok
LinHao-city/StoryMind linhao-city.github.io 🎬 AI plans your shot list like a director, then generates the film. LLM storyboard planni 8 Claude Code, Codex, GitHub Copilot, OpenCode 81 271 tok
Wenaixi/dsh-ponytail Complete port of DietrichGebert/ponytail for DSH — lazy senior mode with hook injection 8 Codex, OpenCode 1 569 tok
prefect12/codex-token-meter prefect12.github.io Native macOS menu bar apps for tracking Codex and Claude Code token usage, quota, cache ef 8 Codex, OpenCode 1 1,357 tok
Threadlines/threadlines threadlines.dev An open-source desktop workspace for Codex and Claude Code with a live browser, project fi 8 Claude Code, Codex, OpenCode 2 3,014 tok
Maksim-Burtsev/simple-man Cut the chatter. Keep the work. A measured communication policy for coding agents: −32% ou 8 Claude Code, Codex, Gemini CLI, OpenCode 3 1,368 tok
viplee110/economics-paper-reviewer Portable AI pre-review skill for economics papers across Codex, Claude Code, Cursor, and o 8 Claude Code, Codex, OpenCode 2 425 tok
linegel/threejs-complete-set-of-skill linegel.github.io 25 expert agent skills for ambitious Three.js WebGPU/TSL scenes — procedural oceans, cloud 8 Claude Code, Codex, OpenCode 2 2,009 tok
ensemblr-hq/ensemblr ensemblr.dev Desktop orchestrator for Pi and Claude Code. Every stream of work gets its own git worktre 8 Claude Code, Codex, OpenCode 8 4,174 tok
lidless-labs/proxmox-mcp lidless.dev Point an agent at your homelab and it can nuke a VM. proxmox-mcp gates every write before 8 Codex, OpenCode 1 1,236 tok
NorviaLabs/forge forge.norvialabs.com Go from idea to verified code without leaving the terminal—Forge unifies an AI agent, code 8 Claude Code, Codex, OpenCode 2 1,205 tok
myk-org/pi-config Pi orchestrator config: specialist subagents, enforcement, code review loop, workflow comm 8 Claude Code, Codex, OpenCode 2 3,676 tok
shenjingnan/haimen Enter through this door, exit through that door. 8 Claude Code, Codex, OpenCode 7 2,038 tok
rajanm/retail-enterprise-agents rajanm.github.io Declarative Google Agent Development Kit (ADK) agents for Gemini Enterprise powered by Big 8 Claude Code, Codex, Gemini CLI, OpenCode 3 32,811 tok
luoli523/guige-skills Skills gradually refined by Gui Ge after organizing and using various skills; continuously 8 Claude Code, Codex, OpenCode 2 807 tok
MauricioPerera/KDD mauricioperera.github.io 🧠 Knowledge-Driven Development (KDD): ready-to-use template combining OKF (knowledge as l 8 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 860 tok
nelsonjchen/unofficial-makerworld-parametric-model-maker-openscad-docs Agent-first reference docs, patterns, and evidence-backed changelog for MakerWorld's OpenS 8 Codex, OpenCode 1 1,086 tok
kaiwood/kward kaiwood.github.io An extendable Ruby CLI coding agent. 8 Codex, OpenCode 1 2,407 tok
HiDream-ai/vivago-agent-cli VivagoAgent CLI and Codex/Claude Code plugin 8 Claude Code, Codex, OpenCode 2 836 tok
tandryukha/aidemo aidemo.top Your coding agent makes the demo video — a narrated, captioned MP4 from one storyboard.jso 8 Claude Code, Codex, OpenCode 10 2,980 tok
yomage-ai/ai-video-director-skill Open-source AI talking-head video editing director Skill | Bilingual AI video director for 8 Codex, OpenCode 1 888 tok
ssheleg/sshlg-skills skills.sshlg.me Install and update nine Agent Skills packs for UX, delivery, design, integrations, SEO, ag 8 Claude Code, Codex, OpenCode 5 1,924 tok
whshang/herdr-mcp whshang.github.io Stable MCP/OAuth edge for remote web planners to control local Herdr with gated fs/git/exe 8 Codex, OpenCode 1 3,838 tok
Innocent-children/dev-flow dev-flow.top Long-running AI coding, under control. Durable State · Explicit Scope · Bounded Verificati 8 Codex, OpenCode 1 4,438 tok
LoftyTao/ladybug-tools-mcp Ladybug Tools MCP core publish repository 8 Codex 1
matrodrigs/shotcut-mcp matrodrigs.github.io Transactional MCP server for creating, editing, validating, previewing, and rendering Shot 8 Codex, OpenCode 1 2,286 tok
tonydzi/sqlite-graph-memory Graph RAG on SQLite for AI agents: vector retrieval + hand-curated wikilink graph + cross- 8 Codex, OpenCode 1 939 tok
philtzjp/live-connector live-connector is an extension for an MCP server that enables Agents to control Ableton Li 8 Claude Code, Codex, OpenCode 9 2,585 tok
petekp/agent-skills Agent skills for UI development, parameter tuning, and design iteration 8 Claude Code, Codex, OpenCode 2 776 tok
ddpie/lark-mcp-on-agentcore A hosted remote MCP service for AI agents to operate Feishu, reusing lark-cli's 200+ tools 8 Claude Code, Codex, OpenCode 2 1,848 tok
valentine-89/codex-quota-guard-mcp 8 Codex, OpenCode 1 153 tok
IngTian/witness Turns any text stream into a dated history of how its subject changed. Point it at your Cl 8 Claude Code, Codex, OpenCode 2 2,013 tok