How real projects configure their agents

32,008 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 agents7,622Claude Code6,647Data and AI3,678Backend and APIs3,504Languages3,404Planning3,218Git and workflow3,203Code review2,744Testing2,378Memory and context2,367Writing and docs2,318DevOps and cloud2,312Research2,291Frontend2,259Security2,027Productivity1,717

All Claude Code32,008 Codex23,279 OpenCode22,224 GitHub Copilot3,555 Gemini CLI1,920 Cursor1,736 Windsurf139 Kiro81

Project Stars Configures Files Always loaded
Knuckles-Team/jellyfin-mcp Jellyfin MCP Server and A2A / AG-UI Agent 3 Claude Code, Codex, OpenCode 2 4,198 tok
Mearman/agent-permissions Cross-agent permission policy for AI coding agents. MCP sync daemon, CLI, codecs, and eval 3 Claude Code, Codex, OpenCode 2 4 tok
chav0/UnityFigmaMCP Build Unity UI prefabs from Figma designs using AI agents via Model Context Protocol 3 Claude Code 6
Asara-Technologies/prism-mcp asaratechnologies.com Direct AI access to the Unreal Engine editor. PrismMCP is a Model Context Protocol (MCP) p 3 Claude Code 1 932 tok
lagrahhn/codeGraph-branch CodeGraph fork with per-branch index management - instant branch switching without re-inde 3 Claude Code 3 7,343 tok
empir3hq/empir3-bridge empir3.com Local-first MCP bridge — orchestrate the AI CLIs you already pay for (Claude, Codex, Gemin 3 Claude Code, Codex, Gemini CLI, OpenCode 3 1,818 tok
0-SOFT/2Captcha-MCP MCP server exposing the full 2Captcha API to Claude Code: 43 tools (31 captcha solvers + 5 3 Claude Code 1 1,260 tok
seankessinger/lesswrong-mcp Query LessWrong and the Alignment Forum from Claude — read-only MCP server (desktop one-cl 3 Claude Code 1 3,475 tok
sanyaden/agents0826 AI Agents PRO (FwDays, cohort 08.2026) — an end-to-end practicum: one client request, eigh 3 Claude Code 1
krishddd/llm-wiki pypi.org A self-healing local knowledge base where a local LLM compounds your documents across four 3 Claude Code, Codex, OpenCode 2 8,670 tok
vkorost/java-swing-mcp youtu.be Embedded MCP server that gives AI agents structured access to Java Swing applications 3 Claude Code 1 2,319 tok
fmind/fkf fmind.github.io Local-first Go CLI that turns plain JSON and Markdown work history into reproducible conte 3 Claude Code, Codex, OpenCode 2 1,133 tok
0xNyk/oneclaw One claw. Infinite reach. — Single-binary AI assistant infrastructure in Rust. 22+ provide 3 Claude Code, Codex, OpenCode 2 2,384 tok
DataZooDE/escurel A multi-tenant knowledge-base service for agents 3 Claude Code 2 5,333 tok
DataZooDE/triton Rust multi-protocol agent-ingress gateway (MCP, A2A, REST, and chat-channel adapters) for 3 Claude Code 2 2,009 tok
illodev/taiga-mcp Full-featured MCP (Model Context Protocol) server for Taiga project management. Provides c 3 Claude Code, GitHub Copilot 20 2,278 tok
maxgfr/conforme Sync your AI coding config from Claude Code, Cursor, or any tool — rules, skills, agents, 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode 9 19,952 tok
JohannesHoppe/x-autonomous-mcp MCP server for the X (Twitter) API — with built-in safety rails for autonomous operation. 3 Claude Code 1 2,139 tok
act-sdk/act-sdk-js act-sdk.dev 🚀 The fastest way to add MCP to Typescript apps. 3 Claude Code, Codex, OpenCode 55 209 tok
nickdesi/FFBB-MCP-Server ffbb.desimone.fr 🏀 Serveur MCP FFBB — Accédez aux données officielles de l'API FFBB (clubs, classements, c 3 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,979 tok
aphrody-code/bxc aphrody-code.github.io Zero-Spawn browser engine for AI agents — Bun + Rust FFI. In-process DOM/Markdown, curl-im 3 Claude Code, Codex, Gemini CLI, OpenCode 17 7,882 tok
StuMason/m365-mcp stumason.dev MCP server for Microsoft 365. Manage mail, calendar, OneDrive, Teams and more through AI a 3 Claude Code 1 1,965 tok
Maless88/Roadboard Multi-project execution, memory, and collaboration platform for humans and AI agents — RES 3 Claude Code, Codex, OpenCode 2 8,708 tok
sandraschi/devices-mcp MCP server + web dashboard + Windows Tauri app for home LAN devices (Tapo, Hue, Ring, Nest 3 Claude Code, Codex, Cursor, OpenCode 3 2,118 tok
PuckAPI/claude-sports-analytics puckapi.com 28 free Claude Code skills for NHL analytics, betting models, and hockey research. Works w 3 Claude Code 1 480 tok
VOD-Studio/violet xunrua.top Full-stack blog platform · Go backend + React frontend, with a built-in MCP server for AI 3 Claude Code, Codex, OpenCode 8 6,509 tok
adudley78/mcp-audit Security scanner for MCP (Model Context Protocol) server configurations. Detects prompt in 3 Claude Code 1 22,658 tok
betrayzl/windows-computer-use-mcp Human-like Windows control for AI agents via the Model Context Protocol. Combines DXGI vis 3 Claude Code 1 718 tok
olgasafonova/mcp-servercard-go Go library implementing SEP-2127 MCP Server Cards for pre-connect server discovery 3 Claude Code, Codex, OpenCode 5 1,995 tok
skdonthi/tv-mcp MCP server for Smart TV app development — build, deploy, and debug web apps on Samsung Tiz 3 Claude Code 1 773 tok
aram-devdocs/plumb plumb.aramhammoudeh.com Deterministic design-system linter for rendered websites. CLI + MCP server for AI coding a 3 Claude Code, Codex, OpenCode 25 1,103 tok
MarcinWalendowski/email-local-mcp Connect every email account to your AI agent over IMAP/SMTP, locally. A local MCP server f 3 Claude Code 1 951 tok
brianmontanaweb/agentic-design-system 3 Claude Code 12 2,165 tok
moonrunnerkc/ruleprobe npmjs.com Translate instruction files into ESLint configs, detect drift, and extract rules 3 Claude Code, Codex, OpenCode 2 2,638 tok
shyamsridhar123/Skills-Registry-CLI CLI tool for managing and registering AI agent skills. Enables discovery, versioning, and 3 Claude Code, Codex 11
icohangar-ops/software-factory SuperPlane Software Factory — hackathon (clone of superplane-software-factory) 3 Claude Code, Codex 2
AltanS/herdr-cache-alert Herdr plugin: prompt-cache countdown on every agent pane, with every cache rule sourced an 3 Claude Code 1 6,953 tok
adrianwedd/Agentic-Index Agentic Index, the definitive, developer-focused catalogue of autonomous AI tooling. Here 3 Claude Code 1 1,115 tok
sublimecoder/aios An AI Operating System in plain markdown. Your coding agent reads it at session start, wri 3 Claude Code 22 2,000 tok
agno-agi/agentos-modal docs.agno.com AgentOS: Serve agents over API, MCP, and chat interfaces like Slack 3 Claude Code, Codex, OpenCode 11 15,414 tok
annaleighsmith/bt A minimal, local-first issue tracker for AI agents. Issues live in plain JSONL files along 3 Claude Code, Codex, OpenCode 3 1,303 tok
liustack/summono summono.com One click and DeepSeek Harness is running — the free launcher & installer for AI harnesses 3 Claude Code, Codex, OpenCode 2 1,047 tok
nihen/ah Agent History — search and browse AI coding agent sessions (Claude, Codex, Gemini, Copilot 3 Claude Code, Codex, OpenCode 2 403 tok
RaNDoM6913/claude-code-superkit Production-tested agents (56), commands (16), hooks (42), skills (22), and rules (19) for 3 Claude Code 3 4,184 tok
viplavfauzdar/aisecops-interceptor aisecops.net AISecOps Interceptor — Runtime security layer for AI agents 3 Claude Code, Codex, OpenCode 2 2,389 tok
ahamedzoha/atelier Learn-by-building template: turn any idea into a project you build by hand with an AI ment 3 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,392 tok
criger/Agentic-Ground-Rules Model-agnostic AGENTS.md templates and project instructions for AI coding agents such as C 3 Claude Code, Codex, Gemini CLI, OpenCode 3 442 tok
opendatahub-io/strat-creator 3 Claude Code 15 1,953 tok
aws-controllers-k8s/ack-dev-skills 3 Claude Code, Codex, OpenCode 2 463 tok
jesse-merhi/skills Reusable agent skills 3 Claude Code, Codex, OpenCode 2 3,982 tok