32,523 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 |
|---|---|---|---|---|
| siruizou2005/Course-Prism class.swufe.club A modern course review community platform for SWUFE students — search courses, write revie | 21 | Claude Code | 1 | 2,825 tok |
| MasterAgentAI/QuantPath MFE admission prediction — GPBoost model (AUC 0.723) on 12,800+ records, 29 programs, 930 | 21 | Claude Code | 1 | 2,902 tok |
| mohdhaji87/payloadsallthethings-skills PayloadsAllTheThings Skills Plugin for Claude Code | 21 | Claude Code | 1 | 640 tok |
| degentic-tools/claude-code-trading-terminal Agent-native trading terminal built on top of Claude Code. Deploy sub-agents that execute | 21 | Claude Code | 1 | 615 tok |
| tmaasen/apple-dev-mcp MCP Server for Apple's Human Interface Guidelines (HIG) & Developer Documentation | 21 | Claude Code | 1 | 2,792 tok |
| roboco-io/plugins Claude Code plugin collection - Skills, Commands, Agents, Hooks | 21 | Claude Code | 3 | 2,017 tok |
| ory/terraform-provider-ory registry.terraform.io Terraform provider for managing Ory Network resources — identities, OAuth2 clients, permis | 21 | Claude Code | 1 | — |
| fgrehm/lmk A CLI tool to draw your attention to a terminal when a command finishes running | 21 | Claude Code | 1 | — |
| unicorn-plugins/dmap Declarative Multi-Agent Orchestration: Applying Clean Architecture Principles to LLM Agent | 21 | Claude Code, Codex, OpenCode | 2 | 1,998 tok |
| umputun/local-docs-mcp MCP serving local docs | 21 | Claude Code | 1 | 1,483 tok |
| syumai/go-mcp-hands-on | 21 | Claude Code | 1 | 506 tok |
| luongphambao/diagram_code_agent | 21 | Claude Code | 2 | — |
| marcoripa96/bash-gres bash-gres.vercel.app PostgreSQL-backed virtual filesystem with a bash interface. | 21 | Claude Code, Codex, OpenCode | 2 | 4,404 tok |
| rootbr/rooted | 21 | Claude Code | 2 | 332 tok |
| futurehafuture/deep-research-agent | 21 | Claude Code, Codex, OpenCode | 2 | 1,407 tok |
| JulioCRFilho/mermaid-diagram-driven-development MDDD - Mermaid Diagram Driven Development | 21 | Claude Code, Codex, OpenCode | 7 | 1,958 tok |
| usalu/semio play.semio-tech.com 💻 The right operating system for the left brain 🧠 | 21 | Claude Code, Codex, Gemini CLI, OpenCode | 15 | 1,405 tok |
| Clarity-Digital-Twin/brain-go-brrr A brain-computer interface project focused on EEG signal processing and neural representat | 21 | Claude Code, Codex, Cursor, OpenCode | 3 | 17,809 tok |
| sibblegp/ODAI ODAI - Multi Agentic AI Tool System (Text and Voice) | 21 | Claude Code, Codex, OpenCode | 2 | 4,835 tok |
| eastlondoner/emceepee MCP server to dynamically connect to other MCP servers & exposes the entire MCP protocol v | 21 | Claude Code | 1 | 829 tok |
| AnisurRahmann/llm-wiki-kit | 21 | Claude Code | 1 | 462 tok |
| mosheavni/dotfiles avni.us 😎 | 21 | Claude Code | 1 | 1,643 tok |
| dvlin-dev/agent-trace Desktop app for tracing Claude Code API traffic, sessions, tools, and thinking blocks | 21 | Claude Code | 1 | 1,587 tok |
| pento/claudaborative-editing An MCP server for real-time collaborative editing of WordPress posts between Claude Code a | 21 | Claude Code | 1 | 4,542 tok |
| gilestrolab/ethoscope lab.gilest.ro a platform from monitoring animal behaviour in real time from a raspberry pi | 21 | Claude Code | 1 | 3,550 tok |
| talnetd/apex-kube-manager apex-kube-manager | 21 | Claude Code | 1 | 10,279 tok |
| kalligator/ulauncher-gemini-direct ext.ulauncher.io Get answers from Gemini AI directly in your Ulauncher window. | 21 | Claude Code, Codex, OpenCode | 2 | 848 tok |
| isartor-ai/Isartor Open-source Prompt Firewall — deflect up to 95% of redundant LLM traffic before it leaves | 21 | Claude Code, GitHub Copilot | 2 | 3,741 tok |
| cyberash-dev/veche MCP server for bounded multi-agent committee meetings — Codex + Claude Code deliberate in | 21 | Claude Code, Codex, OpenCode | 4 | 4,851 tok |
| PixelML/reachy-mini-mcp ishi.so Reachy mini MCP server for The On-Device Architect | 21 | Claude Code | 1 | 1,002 tok |
| mocasus/paleo 🦴 paleo — token-saving skills for LLM agents: compress output, trim context, cap budget ( | 21 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 699 tok |
| ConnorGriffin/skills Portable coding-agent skills for UI mockups, browser verification, Codebase Memory, and is | 21 | Claude Code, Codex, OpenCode | 2 | 504 tok |
| nicolasmaldonadoj/google-ads-cli-toolkit Toma control de tu Google Ads, GTM y GA4 desde la terminal — kit open source con playbook | 21 | Claude Code | 1 | 1,909 tok |
| EslaMx7/ai-trailers npmjs.com Capture AI coding tool prompts as standard git trailers in commit messages. Supports Claud | 21 | Claude Code | 3 | 555 tok |
| Rainnystone/naive-harness-kit Prompt-first starter kit for Codex and Claude Code workspaces, with bootstrap, upkeep, and | 21 | Claude Code, Codex, OpenCode | 2 | 908 tok |
| ManageXR/claude-unity-bridge A file-based Command Protocol enabling Claude Code to trigger Unity Editor operations. Bui | 21 | Claude Code, Codex, OpenCode | 2 | 5,054 tok |
| PyModel/pythinker-cli pythinker.com Think first, then code. Where Claude Code and Codex jump straight to writing, this stays r | 21 | Claude Code, Codex, OpenCode | 4 | 9,255 tok |
| jorgegorka/ariadna Ruby on rails meta-prompting, context engineering and spec-driven development system for C | 21 | Claude Code | 2 | 1,061 tok |
| dinhnguyenngoc/spec-driven-claude-code AI-automated SDLC pipeline with human-controlled quality gates, for Claude Code — spec bef | 21 | Claude Code | 37 | — |
| pixlie/SmartCrawler smartcrawler.pixlie.com A smart web crawler built in Rust that uses Claude AI to select the most relevant URLs fro | 21 | Claude Code | 1 | 760 tok |
| rodspeed/epistemic-memory What should a machine remember about a person? A protocol for AI memory that models who yo | 21 | Claude Code | 2 | — |
| moshehbenavraham/apex-spec-system youtu.be Specification-driven workflow system for AI-assisted development - break large projects in | 21 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 198 tok |
| Accelerated-Innovation/governed-ai-delivery Governed AI Delivery (GovKit) is an open source toolkit for spec-driven, evaluation-aware | 21 | Claude Code | 1 | 5,807 tok |
| Eigenwise/tesseron eigenwise.github.io Expose typed web-app actions to MCP-compatible AI agents over WebSocket. TypeScript SDK + | 21 | Claude Code, Codex, OpenCode | 8 | 1,433 tok |
| hansipie/ecotokens Token optimizer for Claude Code Gemini CLI & Qwen Code — compresses shell outputs via PreT | 21 | Claude Code, GitHub Copilot | 2 | 2,858 tok |
| seancrowe01/ads-machine instagram.com Closed-loop ad intelligence system built in Claude Code. Scrape competitors, grade by long | 21 | Claude Code | 13 | — |
| ameshkov/mcp-compress-router Compress all connected MCP into a single router MCP and save up to 99% on tokens | 21 | Claude Code, Codex, OpenCode | 3 | 6,925 tok |
| iliaal/codesage Code intelligence engine for AI coding agents. Structural graph queries plus semantic sear | 21 | Claude Code, Codex, OpenCode | 4 | 4,725 tok |
| pomerium/mcp-app-typescript-template pomerium.com An MCP app template using Pomerium, the Model Context Protocol (MCP) TypeScript SDK, with | 21 | Claude Code, Codex, OpenCode | 2 | 2,098 tok |
| rumi-chan/league-client-mcp Connect Claude, Antigravity to League Client via MCP & Pengu Loader. | 21 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 14,093 tok |