How real projects configure their agents

31,984 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
fernandoabolafio/repobase repobase.dev Index and search your Git repositories with AI. Includes a terminal UI and MCP server for 17 Claude Code, Cursor 3
igptai/skills igpt.ai Email intelligence for every role in the company, 13 role-specific plugins, 76 skills, and 17 Claude Code, Codex, OpenCode 2 3,125 tok
taivop/marketplace Agent skills from Taivo Pungas - https://taivo.ai 17 Claude Code, Codex, OpenCode 2 686 tok
MelonS/MelonS-Agents melons.github.io An agent that builds, plays, and verifies its own game ? a colony-sim prototype gated by 1 17 Claude Code 28 2,413 tok
olaservo/skilljack-mcp MCP server that discovers and serves Agent Skills. 17 Claude Code 1 4,395 tok
Azure/azure-functions-skills A repository for Azure Functions skills, prompts, and reusable definitions to support agen 17 Claude Code, Codex, GitHub Copilot, OpenCode 15 2,536 tok
redhat-developer/rhdh-skills Claude Code skill for RHDH plugin lifecycle management 17 Claude Code, Codex, OpenCode 2 2,167 tok
kasuken/github-copilot-superpowers Opinionated, repo-local configuration for GitHub Copilot (Chat + Agent mode): instruction 17 Claude Code, Codex, GitHub Copilot 15 5,040 tok
onceMisery/seahorse-agent Seahorse Agent is an engineering platform for enterprise knowledge, long-term memory, and 17 Claude Code, Codex 4 1,438 tok
ksterx/srunx ksterx.github.io A modern Python library for SLURM workload manager integration with workflow orchestration 17 Claude Code 1 11,299 tok
caiaffa/claude-code-ultimate-engineering-system A complete engineering toolkit for Claude Code: premium skills, agent workflows, ADR/PRD t 17 Claude Code, Codex, OpenCode 2 2,237 tok
54yyyu/pyapple-mcp stevenyuyy.com MCP server and CLI for seven macOS apps — Messages, Mail, Notes, Calendar, Reminders, Cont 17 Claude Code 2 2,956 tok
sweatco/archie-hq AI employee for your team — delegate real work in Slack and a team of Claude-powered agent 17 Claude Code 11 1,134 tok
olehsvyrydov/AI-development-team An AI dev team in your editor — ~48 specialist agents and an enforced, proportional workfl 17 Claude Code 1 1,299 tok
Carloslee96/vizagent-dashboard Turn CSV/Excel data into beautiful HTML dashboards — 20+ built-in themes, zero API spec mo 17 Claude Code, Codex 2
jrollin/cartog cartog.dev Pre-indexed code knowledge graph via treesitter, enchanced query with RAG, MCP server, pri 17 Claude Code, Codex, OpenCode 2 13,464 tok
PonClick/marktplaats-mcp MCP server for searching Marktplaats.nl via AI assistants 17 Claude Code 1 1,634 tok
RokLenarcic/mcp-server MCP Server library 17 Claude Code 1 936 tok
ehc-io/qmd Query Markdown - MCP server for hybrid search over markdown knowledge bases 17 Claude Code 1 1,413 tok
shreyaskarnik/voice-mcp Bidirectional voice MCP server for Claude Code — listen (STT) and speak (TTS) on Apple Sil 17 Claude Code 6 614 tok
higebu/3gpp-mcp 17 Claude Code, Codex, OpenCode 2 3,112 tok
shyamsridhar123/agentsmith-cli Agentify any repository in one command. AgentSmith maps a local codebase or GitHub URL and 17 Claude Code, Codex 18 1,629 tok
meltforce/FreeReps freereps.meltforce.org Self-hosted health data server with visualization dashboard and MCP interface 17 Claude Code 1 2,285 tok
Bigsy/mcpmu MCP server multiplexer, configure all your MCP's in a single MCP with profiles, both TUI a 17 Claude Code 1
infinitepi-io/bookmark-manager-mcp A lightweight Model Context Protocol (MCP) server that provides persistent bookmark manage 17 Claude Code 2
jiten-singh-shahi/salesforce-claude-code npmjs.com Salesforce Claude Code Framework: 🚀 17 specialized subagents, 55 domain skills, and 29 ho 17 Claude Code, Cursor 58
Parslee-ai/neo A self-improving code reasoning engine with persistent semantic memory 17 Claude Code, Codex, OpenCode 17 37,237 tok
asasugar/SuperSpec asasugar.github.io Spec-driven development (SDD) for AI-powered coding assistants 17 Claude Code, Codex, Cursor, OpenCode 20 2,431 tok
Desko77/mcp-bsl-platform-help-context MCP server for the 1C platform API documentation, with strict BSL typing and coding standa 17 Claude Code 1 1,800 tok
alifanov/scopegate scopegate.dev AI Access Proxy Layer — granular permission gateway for AI agents. Connect services, defin 17 Claude Code, Codex 4 7,477 tok
PranavNagrecha/AwesomeSalesforceSkills Open-source Salesforce knowledge layer for AI coding assistants. 1,027 source-grounded ski 17 Claude Code, Codex, OpenCode 64 5,794 tok
aartiq/nowaikit nowaikit.com ServiceNow MCP server: 500+ tools and 26 AI capabilities for any AI (Claude, ChatGPT, Gemi 17 Claude Code 10
star-ga/mind-mem mindlang.dev Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vect 17 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 5,988 tok
AixleHQ/flow flow.aixle.com Aixle Flow — orchestrate coding agents through durable, inspectable workflows. 17 Claude Code 1 1,011 tok
tyql688/sessionview Browse, search, resume and manage your AI coding sessions in one local desktop app. (Claud 17 Claude Code, Codex, OpenCode 4 2,162 tok
patchloom/patchloom patchloom.github.io Structured file edits for AI agents (JSON/YAML/TOML, markdown, AST, dry-run, MCP). Not a g 17 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 9,911 tok
itsmemeworks/adhx adhx.com Stop saying "wait, I had the perfect meme for this." Save your favorites, build shareable 17 Claude Code, Codex, OpenCode 2 30,236 tok
desplega-ai/agent-fs agent-fs.dev A persistent, searchable filesystem for AI agents. 17 Claude Code, Codex, OpenCode 2 2,350 tok
KxSystems/kx-skills Public repository for KX AI Plugins and Skills. Implements Claude Marketplace metadata 17 Claude Code 1
hi-godot/cyberpunk-hud-demo Cyberpunk-style HUD demo for Godot 4. Built with Claude Code via the godot-ai MCP plugin. 17 Claude Code 1 561 tok
devdotbo/perplexity-web-mcp CLI, MCP server, and API-compatible interface for Perplexity AI 17 Claude Code 1 736 tok
juanklagos/spec-driven-development-template juanklagos.github.io Operational SDD framework with AI guidance, GitHub Spec Kit workflows, and MCP support. 17 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 4,865 tok
SuperdeMan/cockpit-agent A cloud-edge collaborative AI Agent for intelligent vehicle cockpits: millisecond-level ve 17 Claude Code, Codex, OpenCode 2 12,286 tok
dhq-boiler/Unofficial-VS-MCP Model Context Protocol (MCP) server for Visual Studio 17 Claude Code 1 1,067 tok
Evergreen-Techworks/realm-engine-client realmengine.org Free, open-source hacking platform for Realm of the Mad God (RotMG / Exalt). Autonexus, a 17 Claude Code 2
jondwillis/kuluu-ffxi A faithful, open-source FINAL FANTASY XI client — rebuilt in Rust + Bevy 17 Claude Code, Codex, OpenCode 21 6,727 tok
noerd-dev/noerd 17 Claude Code, Codex, OpenCode 2 2,177 tok
mahirozdin/alliswell Open-source, self-hosted productivity hub: tasks, projects, notes, urgent reminders and tw 17 Claude Code, Codex, OpenCode 8 3,037 tok
vogellacompany/eclipse-mcp-server vogellacompany.github.io MCP server for Eclipse 17 Claude Code, Codex, OpenCode 2 18,053 tok
novoads/agent-skills novoads.ai AI video and image ads for marketers, built in Claude Code or Cursor and priced by a live 17 Claude Code, Codex, OpenCode 4 5,104 tok